Applied mathematics.
Overview
| Works: | 873 works in 7 publications in 7 languages | |
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Titles
Some Bayesian and multivariate analysis methods in statistical machine learning and applications.
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Excel 2013 for engineering statistics = a guide to solving practical problems /
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Currents in industrial mathematics = from concepts to research to education /
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Bayesian approach to an exponential hazard regression model with a change point.
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Statistical inference on optimal points to evaluate multi-state classification systems.
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Using Domain-Specific Information in Image Processing Applied Mathematics Scientific Computing (AMSC).
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Numerical method for constrained optimization problems governed by nonlinear hyperbolic systems of PDEs.
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Replicator dynamics with alternate growth functions, delay, and quasiperiodic forcing.
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Uncertainty-anticipating stochastic optimal feedback control of autonomous vehicle models.
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A higher-order conservation element solution element method for solving hyperbolic differential equations on unstructured meshes.
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Stability analysis of three inverse problems: The study of the hyperbolic inverse boundary value problem, current density impedance imaging and image based visual correction.
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Automated trajectory design for impulsive and low thrust interplanetary mission analysis.
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Integrated projection and regression models for monitoring multivariate autocorrelated cascade processes.
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Exploring the Google Books Corpus: An Information-Theoretic Approach to Linguistic Evolution.
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An Optimization-Based Approach to Decoupling Fluid-Structure Interaction.
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Cubic spline finite element method for solving Poisson's equation on a square.
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Elliptic brunn-minkowski theory: Generalizations of the Brunn-Minkowski inequalities.
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Nonlinear acoustic pulse propagation in range-dependent underwater environments.
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The Impact of Adaptation Delays on Routing Protocols forMobile Ad-Hoc Networks (MANETs).
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Hybrid Deterministic/Monte Carlo Methods for Solving the Neutron Transport Equation and k-Eigenvalue Problem.
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Approximate dynamic programming algorithms for the control of grid-level storage in the presence of renewable generation.
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Analysis of a partial differential equation model for necrotizing enterocolitis.
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Dynamical properties of a generalized collision rule for multi-particle systems.
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MHD Modeling in Complex 3D Geometries: Towards Predictive Simulation of SIHI Current Drive.
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On the Dynamics of Infectious Diseases in Modern Landscapes: Urban Settings and Drug Resistance.
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Towards Understanding the Mixing Characteristics of Turbulent Buoyant Flows.
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Applications of Advection-Diffusion Based Methodologies to Fluid and Granular Flows.
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Inverse Problems for Image Processing of Spatiotemporal Dynamical Systems.
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Component trees for the exploration of macromolecular structures in biology.
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Solving Nonlinear Constrained Optimization Time Delay Systems with a Direct Transcription Approach.
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Dynamics and Bifurcations in Coupled Bistable Systems with Applications to Engineering Devices.
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On an expanded framework for personalized cancer treatment: Beyond pharmacogenomics.
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Structured matrix computations via randomization, their analysis, and applications.
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Bifurcation of localized eigenstates of perturbed periodic Schroedinger operators.
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The influence of African easterly waves on Atlantic tropical cyclone activity.
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Weighting statistics for estimation in a multistatic sensor radar configuration.
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hp discontinuous Galerkin (DG) methods for coastal ocean circulation and transport.
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The explicit polarization theory as a quantum mechanical force field and the development of coarse-grained models for simulating crowded systems of many proteins.
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Adaptive Sparse Grid Approaches to Polynomial Chaos Expansions for Uncertainty Quantification.
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Algorithmic and complexity results for Boolean and pseudo-Boolean functions.
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Mimetic Finite Differences and Parallel Computing to Simulate Carbon Dioxide Subsurface Mass Transport.
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Numerical methods for solving linear elliptic PDEs: Direct solvers and high order accurate discretizations.
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Computational Approaches for Descriptor Optimization and Model Development for HIV-1 Drug Design.
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Physical and Mechanical Metallurgy of Zirconium Alloys for Nuclear Applications: A Multi-Scale Computational Study.
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Long time asymptotics of some weakly interacting particle systems and higher order asymptotics of generalized fiducial distribution.
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Enabling Design-Oriented Fluid Simulations: Verification with Discontinuous Manufactured Solutions and Automatic Grid Generation with Moving Coordinates.
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A pseudospectral implementation of Hamiltonian surface water wave equations for coastal wave simulation.
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Immersed finite element method for interface problems with algebraic multigrid solver.
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Design optimization and uncertainty quantification for aeromechanics forced response of a turbomachinery blade.
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A Mathematical Model of Neurally-Mediated Angiotensin II-Salt Hypertension.
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Inference of population history and mutation biology from human genetic variation.
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Discontinuous Galerkin Methods on Moving Domains with Large Deformations.
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Hybrid meshless method for numerical solution of partial differential equations.
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The asymmetric orientation control matching problem: Analysis and algorithms.
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On set-valued functionals: Multivariate risk measures and Aumann integrals.
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Statistical and optimal learning with applications in business analytics.
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Efficient Numerical Algorithms for Heterogeneous Computation of PDE Extended Systems with Applications.
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Algorithms for feature selection and pattern recognition on grassmann manifolds.
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Integral-equation methods for inhomogeneous elliptic partial differential equations in complex geometry.
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Measuring the impact of research funds in collaborative work using social network analysis - A case study.
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Bifurcation perspective on topologically protected and non-protected states in continuous systems.
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Advances in Model Selection Techniques with Applications to Statistical Network Analysis and Recommender Systems.
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Improving HIV Models with Better Analysis and Simulation of Dynamic Networks.
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High-order implicit time-marching methods for unsteady fluid flow simulation.
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Modeling the effects of inertial forces on Bose-Einstein condensates in rotating frames of reference.
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Information and Communications Technology Based Solution to Rank Emergency Hospitals.
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Recursive Model Selection for GNSS-Combined Precise Point Positioning Algorithms.
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Biodiversity, dispersal, and risk: Species spread in ecological and social-ecological systems.
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Distributed algorithms for optimization and variational inequality problems: Addressing competition, uncertainty, and misspecification.
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Likelihood-Based Inference for Partially Observed Multi-Type Markov Branching Processes.
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First order autoregressive mixed effects zero inflated Poisson model on longitudinal data -- A Bayesian approach.
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Integrated Multi-Sector Contingency Planning: An Application of Balanced Resource Allocation Model.
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An information theoretic approach for generating an aircraft avoidance Markov Decision Process.
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Single and Multi-Period Portfolio Theory: Two Extensions for Practical Applications.
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Applications of short-time asymptotic methods to option pricing and change-point detection for Levy processes.
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Probabilistic models for phylogenetic classification of Mycobacterium tuberculosis complex genotyping data.
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High Efficiency Spectral Analysis and BLAS-3 Randomized QRCP with Low-Rank Approximations.
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Modeling and solving arc routing problems in street sweeping and snow plowing.
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Exploration of Local Force Calculations Using the Methods of Regularized Stokeslets.
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Quantitative assessment of the discrimination potential of class and randomly acquired characteristics for crime scene quality shoeprints.
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Predicting Intraday Financial Market Dynamics Using Takens' Vectors: Incorporating Causality Testing and Machine Learning Techniques.
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A neural networks approach to determining angle and scale of partially occluded objects.
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Articulating Space: Geometric Algebra for Parametric Design - Symmetry, Kinematics, and Curvature.
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A NURBS-Based Computational Tool for Hydrodynamic Optimization of Ship Hull Forms.
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Social Interactions under Incomplete Information: Games, Equilibria, and Expectations.
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Numerical Optimization Methods for Image Processing and Machine Learning.
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Computational electromagnetic methods for transcranial magnetic stimulation.
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A study of normal mode solutions for seismo-acoustic propagation scenarios: A generalized range-independent case, earthquake modeling using seismic moment tensors, and an improved moment tensor inversion method.
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Fast numerical methods for mixed, singular Helmholtz boundary value problems and Laplace eigenvalue problems---with applications to antenna design, sloshing, electromagnetic scattering and spectral geometry.
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Parametric Study of Liquid Contact Line Dynamics: Adhesion vs. Hydrodynamics.
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Analytical study and numerical solution of the inverse source problem arising in thermoacoustic tomography.
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Runtime for performing exact tests on the p1 statistical model for random graphs.
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On the coupled evolution of oceanic internal waves and quasi-geostrophic flow.
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Optimized Longitudinal-Fin Heat Sinks Accounting for Non- Uniform Heat Transfer Coefficient.
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Use of multiple satellite total ozone observations within and around tropical cyclones.
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A mathematical model of the effects of multiple myeloma on renal function.
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Essays on Marketing Analytics Competition, Connectedness, and Controversy.
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Accuracy and convergence of the Asymptotic Single Risk Factor formula in a large credit portfolio.
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Functional network and spectral analysis of clinical EEG data to identify quantitative biomarkers and classify brain disorders.
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Theoretical advances in robust optimization, feature selection, and biomarker discovery.
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A hierarchical multi-stakeholder principal-agent model for (anti-) corruption in public infrastructure procurement.
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Analytical Solutions and Optimization of the Time-Dependent Ginzburg-Landau Equation for Superconductors.
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Disjunctness properties resulting from concatenation of group testing matrices.
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Exponential Time Integration for Transient Analysis of Large-Scale Circuits.
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Modeling and optimization of transients in water distribution networks with intermittent supply.
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Synchronization of coupled dynamical systems on Cayley and random graphs.
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Studies in microfluidics: Electrolyte film stability and droplet evaporation dynamics.
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Functionality, Robustness and Control of Nonlinear Network Dynamics: Modeling and Understanding the C. elegans Connectome.
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A constrained optimization model for partitioning students into cooperative learning groups.
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Krylov Subspace Spectral method with multigrid for a time-dependent, variable-coefficient partial differential equation.
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A New Method for Modeling Free Surface Flows and Fluid-Structure Interaction with Ocean Applications.
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Graph diffusions and matrix functions: Fast algorithms and localization results.
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Modeling, Analysis, and Simulation of Adsorption in Functionalized Membranes.
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A model and analysis for the onset and progression of Parkinson's disease.
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The Immersed Boundary Smooth Extension (IBSE) Method: A Flexible and Accurate Fictitious Domain Method, and Applications to the Study of Polymeric Flow in Complex Geometries.
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Resonant Interactions of Surface and Internal Waves with Seabed Topography.
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Alternating direction implicit finite difference methods for the heat equation on general domains in two and three dimensions.
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Computational cost of simulating mean exit time using stochastic differential equations.
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Network-structured error flattening for power grids and other real-world networks.
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Applications of Network Science to Criminal Networks, University Education, and Ecology.
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Emergent patterns in vascular networks and interaction networks: A network-centric approach for studying complex systems.
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Numerical Issues Arising in the Simulations of Transient Water Flow in Layered Unsaturated Soils.
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Algorithms for Image Restoration and 3D Reconstruction from Cryo-EM Images.
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Principal Dynamical Components: Methods, Properties and Financial Applications.
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Competitive versions of vertex ranking and game acquisition, and a problem on proper colorings.
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Stochastic Modeling of Limit Order Books: Convergence of the Price Process, Simulation and Applications.
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Sequential Monte Carlo Methods for Inference and Prediction of Latent Time-series.
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Leveraging Mathematical Models to Predict Allosteric Hotspots in the Age of Deep Sequencing.
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Sizing of stand-alone photovoltaic / wind turbine hybrid renewable energy systems using Markov modeling and data simulated with empirical copulas.
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High order fast iterative methods for steady state of hyperbolic partial differential equations.
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Fast method of particular solutions for solving partial differential equations.
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Parametric approaches to fractional programs: Analytical and empirical study.
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Reduced-order modeling of fluids systems, with applications in unsteady aerodynamics.
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Phenomenology of Creation of Antihydrogen and Measurement of Antihydrogen Properties.
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Military Mass Mobilization and Top Incomes in the United States and Europe.
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Localizing the eigenvalues of matrix-valued functions: Analysis and applications.
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Deterministic Direct Aperture Optimization Using Multiphase Piecewise Constant Segmentation.
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Making Sense of the Noise: Statistical Analysis of Environmental DNA Sampling for Invasive Asian Carp Monitoring Near the Great Lakes.
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Integrated Optimization Models and Strategies for Green Supply Chain Planning.
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Uncertainty Quantification for Mixed-Effects Models with Applications in Nuclear Engineering.
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Decentralized algorithms for Nash equilibrium problems-applications to multi-agent network interdiction games and beyond.
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Regulatory Approaches to the Integration of Renewable and Storage Resources Into Electricity Markets.
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Developing a Computational Model of Neural Networks into a Learning Machine.
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Robust Value-at-Risk (VaR) Portfolio Selection Problem Under the Joint Ellipsoidal Uncertainty Set In the Presence of Transactions Costs.
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Extending and Simplifying Existing Piecewise-Linear Homotopy Methods for Solving Nonlinear Systems of Equations.
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Design of a Large-Scale Constrained Optimization Algorithm and its Application to Digital Human Simulation.
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Regularized Statistical Techniques for High Dimensional Medical Imaging Data Processing.
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Peridynamic Modeling and Extending the Concept to Peri-Ultrasound Modeling.
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Simulating the Heston Model via the QE Method with a Specified Error Tolerance.
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Using Multi-Class Machine Learning Methods to Predict Major League Baseball Pitches.
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Enlargement of filtration and the strict local Martingale property in stochastic differential equations.
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Tensor completion for multidimensional inverse problems with applications to magnetic resonance relaxometry.
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Finite volume discrete Boltzmann method on a cell-centered triangular unstructured mesh.
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Velocity transformation for compressible wall turbulence with heat transfer.
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Applying mathematical models to study the role of the immune system in chronic myelogenous leukemia.
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Hierarchical Reconstruction Method for Solving Ill-posed Linear Inverse Problems.
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Development of Multistep and Degenerate Variational Integrators for Applications in Plasma Physics.
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Investigation of Sequential Experimental Approaches in Logistic Regression Modeling.
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Moisture and wave-mean flow interactions in the general circulation of Earth's atmosphere.
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Correspondence between Multiwavelet Shrinkage/Multiple Wavelet Frame Shrinkage and Nonlinear Diffusion.
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Advanced Applications of Generalized Hyperbolic Distributions in Portfolio Allocation and Measuring Diversification.
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Dynamic conic finance via backward stochastic difference equations and recursive construction of confidence regions.
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Interactive Spacecraft Trajectory Design Strategies Featuring Poincare Map Topology.
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Advances and Applications of Multiple Scale Methods in Complex Dynamical Systems.
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Teachers' Perceptions Regarding Financial Literacy in Kindergarten Through Grade 2.
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Regionally Implicit Discontinuous Galerkin Methods for Solving the Relativistic Vlasov-Maxwell System Submitted to Iowa State University.
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Fluid dynamics of active suspensions: The effects of interparticle interactions, external fields and confinement.
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A Parallel 3D Spectral Difference Method for Solutions of Compressible Navier Stokes Equations on Deforming Grids and Simulations of Vortex Induced Vibration.
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A Spectral-Element Discontinuous Galerkin Lattice Boltzmann Method for Thermal and Multiphase Flows in Complex Geometries.
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Molecular dynamics study of solid-liquid heat transfer and passive liquid flow.
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Integrating Mobile Agents and Distributed Sensors in Wireless Sensor Networks.
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A Kinetic Vlasov Model for Plasma Simulation Using Discontinuous Galerkin Method on Many-Core Architectures.
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Dynamic, convex, and robust optimization with Bayesian learning for response-guided dosing.
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Alternans, ephaptic coupling and their relation to ventricular arrhythmias.
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Conference athletic schedules: An application of projective geometry, finite fields, and graph theory.
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Methods and Applications for a Constrained Rayleigh Quotient Optimization Problem.
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Transportation Networks and Matroids: Algorithms through Circuits and Polyhedrality.
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The dynamics of layered and non-layered oscillatory double-diffusive convection.
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Local polynomial chaos expansion method for high dimensional stochastic differential equations.
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Multiscale mathematical modeling of ocular blood flow and oxygenation and their relevance to glaucoma.
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Accurate Quantization in Redundant Systems: From Frames to Compressive Sampling and Phase Retrieval.
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Firing rate models elucidate competitive gamma mechanisms in the hippocampus.
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Development and use of higher-order asymptotics to solve inverse scattering problems.
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Methods for Optimal Stochastic Control and Optimal Stopping Problems Featuring Time-Inconsistency.
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A hybridizable discontinuous Galerkin method for nonlinear porous media viscoelasticity with applications in ophthalmology.
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A Cosserat Theory for Solid Crystals -- With Application to Fiber-Reinforced Plates.
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Reliable and Efficient Algorithms for Spectrum-Revealing Low-Rank Data Analysis.
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High order finite difference WENO schemes for ideal magnetohydrodynamics.
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Exploration of Statistical Learning Strategies and Their Applications on Medical Image Data for Computer-Aided Diagnosis.
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Nonlocal Effects of Intraspecific Prey Competition on the Stability of Predator-Prey Equilibria.
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Multi-Scale Models for the Scale Interaction of Organized Tropical Convection.
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Data Analysis and Non-local Parametrization Strategies for Organized Atmospheric Convection.
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Numerical Methods for Gravity Inversion, Synthetic Aperture Radar, and Travel-Time Tomography.
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The Influence of Momentum Flux at The Inflow Boundary of an Exchange Flow on Multi-Frontogenesis In Narrow Estuaries.
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Structural Validity and Reliability of Two Observation Protocols in College Mathematics.
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An analysis of an impulsive stage structured integrated pest management model with refuge effect.
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Numerical Algorithms for Vlasov-Poisson Equation and Applications to Coherent Electron Cooling.
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Very Weak Solutions of the Stokes Problem and its Numerical Simulations in a Convex Polygon.
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High-Order Adaptive Extended Stencil Finite Element Methods for Applications with Curved Boundaries.
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Computational analysis of pattern generation in reduced vertebrate motor circuit models.
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Analysis of complex bursting patterns in multiple timescale respiratory neuron models.
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Pathogen dynamics: Modeling and analysis of competition, organization, and vaccination.
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multi-scale simulation study of the effect of fiber alignment and bending and stress-strain relation on fibrin networks.
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Nonlinear Wave Propagation and Imaging in Deterministic and Random Media.
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Fast, High-order Algorithms for Simulating Vesicle Flows Through Periodic Geometries.
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Absorbing Boundary Conditions and Numerical Methods for the Linearized Water Wave Equation in 1 and 2 Dimensions.
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An Optimal Control Approach to Bounding Transport Properties of Thermal Convection.
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Nullspace MUSIC and Improved Radio Frequency Emitter Geolocation from a Mobile Antenna Array.
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Quantifying Degradation in Ceramic Matrix Composites Through Electromagnetic Interrogation and the Related Estimation Techniques.
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Optimization,Modeling, and Control: Applications to Klystron Designing and Hepatitis C Virus Dynamics.
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Gradient-Free Active Subspace Construction and Model Calibration Techniques for Complex Models.
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Modeling Cerebral Autoregulation During Orthostatic Stress in the Presence of Aging and Hypertension.
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A Systems Biology approach towards understanding the Regulation of Monolignol Biosynthesis in Populus trichocharpa.
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A Theoretical Analysis of Anderson Acceleration and Its Application in Multiphysics Simulation for Light-Water Reactors.
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A Robin Robin Domain Decomposition Method for a Stokes-Darcy System with a Locally Modified Mesh.
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A hybrid discontinuous Galerkin-Monte Carlo simulator for filtered density function.
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Wave-Vortex Interactions in Rotating, Stratified, and Compressible Flows.
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Ordinal Approach Derived Risk Measures and Application to Non-Gaussian Portfolio Optimization.
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Rate-Dependent Bifurcations and Isolating Blocks in Nonautonomous Systems.
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A Coupled Viscoelastic and Damage Approach for Solids with Applications to Ice and Asphalt.
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Uncertainty Quantification Problems in Tsunami Modeling and Reduced Order Models for Hyperbolic Partial Differential Equations.
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Low-Communication, Parallel Multigrid Algorithms for Elliptic Partial Differential Equations.
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Post-Quantum Cryptography with Quasi-Cyclic Moderate-Density Parity-Check Codes.
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Phase Field Models of Two-Fluid Flow in a Capillary Tube and Hele-Shaw Cell.
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Musical Gestures between Scores and Acoustics: A Creative Application to Orchestra.
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Optogenetic stimulation, and control or promotion of epileptiform activity, in a mean field model of the human cortex.
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Product Development Resilience Through Set-Based Design = = Produktentwicklungsgebiet durch set-basiertes entwurf.
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Modeling the Mechanics of Cell Locomotion: The Effects of Cell-Surface Interaction and Cytoskeleton.
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Unmanned Aircraft Systems Flight Planning: System Development and Feasibility Study.
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Discrete-time concurrent learning for system identification and applications: Leveraging memory usage for good learning.
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Experiments and Modeling of a Turbulent Jet Ignition System for Internal Combustion Engines.
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A New Stochastic Regime Switching Model with Time-varying Regression Coefficients and Error Variances.
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A neural network model of normal and abnormal learning and memory consolidation.
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Hardware Awareness for the Selection of Optimal Iterative Linear Solvers.
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Distributed Optimization in Electric Power Systems: Partitioning, Communications, and Synchronization.
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A Delphi Study on Risk and Uncertainty Decision Making for Renewable Energy Green Supply Chain Management.
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FIR Digital Filter and Neural Network Design Using Harmony Search Algorithm.
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Stochastic Response Determination and Spectral Identification of Complex Dynamic Structural Systems.
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Optimal Control in Free and Moving Boundary Couplings of Navier-Stokes and Nonlinear Elasticity.
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Development ofMultiphase Computational Fluid Dynamics Solver in OpenFOAM.
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Forecasting Crashes, Credit Card Default, and Imputation Analysis on Missing Values by the use of Neural Networks.
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Challenges in Modern Machine Learning: Multiresolution Structure, Model Understanding and Transfer Learning.
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A Geometric Approach for Global Stability of a Predator-Prey Model with an Ivlev-Type Functional Response.
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Mixing Monte Carlo and Partial Differential Equation Methods for Multi-Dimensional Optimal Stopping Problems under Stochastic Volatility.
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Stochastic Processes on Graphs: Learning Representations and Applications.
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Modeling Collective Motion of Complex Systems using Agent-based Models and Macroscopic Models.
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Advanced Solver Development for Large-scale Dynamic Building System Simulation.
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Decomposition-Based Ensemble Gaussian Process for Non-Stationary Time Series.
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Asymptotic Uncertainty Quantification and Its Application in Efficient Sampling and Learning.
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Decentralized Control of Constrained Linear Systems via Convex Optimization Methods.
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Risk and Safety in Online Learning and Optimization: Theory and Applications.
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Fantastic Relaxations of the TSP and How to Bound Them: Relaxations of the Traveling Salesman Problem and Their Integrality Gaps.
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Integral Equation-Based Numerical Methods for the Time-Dependent Schrodinger Equation.
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Synchronization and Phase Locking in Networks of Heterogeneous Model Neurons.
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Numerical Integration of Homogeneous Functions with Applications in the Extended Finite Element Method.
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Preconditioned Iterative Solvers on GPU and an in-situ Combustion Simulator.
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Algorithms for Optimal Paths of One, Many, and an Infinite Number of Agents.
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On the Elementary Symmetric Polynomials, Inverse Vandermonde Matrix, and Its Application in Signals and Images.
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Impact of Energy on a Measurement of Resilience in the Management of Tipping Points for Complex Natural and Engineered Systems.
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Deep Learning with Application in Disease Prediction and Precipitation Forecasting.
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Collision-Free Task Assignment and Trajectory Planning for Multi-Robot Systems.
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Computational Analysis of Deformable Manifolds: From Geometric Modeling to Deep Learning.
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Nonlinear Feedback Controllers and State Estimators: Theory Applications, and Real-time Implementation.
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On Effective Equidistribution of Ergodic Averages for Higher Step Nilflows and Higher Rank Actions.
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(Electronic resources)
Digital Signal Processing Algorithms Implemented on Graphics Processing Units and Software Development for Phased Array Receiver Systems.
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(Electronic resources)
Efficient Second-Order Methods for Non-Convex Optimization and Machine Learning.
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(Electronic resources)
Engineering Systems: Structure, Behavior, and Optimization with Hetero-Functional Graph Theory.
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(Electronic resources)
Spectral Expansions and Excursion Theory for Non-Self-Adjoint Markov Semigroups with Applications in Mathematical Finance.
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(Electronic resources)
Multi-Agent Control in Sociotechnical Systems Coordinating Intelligent Individuals with Soft Regulation.
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(Electronic resources)
Connected Hybrid Electrical Vehicle: Powertrain Optimization Strategy and Experiment.
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(Electronic resources)
Three Essays on Complex Systems: Self-sorting in a One-Dimensional Gas, Collective Motion in a Two-Dimensional Ensemble of Disks, and Environment-Driven Seasonality of Mosquito Abundance.
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(Electronic resources)
Electrical Imaging and Numerical Simulation of Unsaturated Moisture Flow in Cement-Based Materials.
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(Electronic resources)
Quantitative modeling of spatiotemporal systems: Simulation of biological systems and analysis of error metric effects on model fitting.
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(Electronic resources)
Development and Analysis of Computationally Efficient Methods for Analyzing Surface Effects.
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(Electronic resources)
Shortest path problems: Domain restriction, anytime planning, and multi-objective optimization.
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(Electronic resources)
Microkinetic Modeling of Complex Reaction Networks using Automated Network Generation.
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(Electronic resources)
Improving Time-of-flight and Other Depth Images: Super-resolution and Denoising Using Variational Methods.
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(Electronic resources)
Event-sampled direct adaptive neural network control of uncertain strict-feedback system with application to quadrotor unmanned aerial vehicle.
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(Electronic resources)
High Performance Computing and Real Time Software for High Dimensional Data Classification.
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(Electronic resources)
A Blob Method for Advection-Diffusion-Reaction Systems with Application to Robotic Swarms.
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(Electronic resources)
Exploring Multiplexity with Evolutionary Game Theory and Complex Networks.
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(Electronic resources)
Variational Integration for Ideal Magnetohydrodynamics and Formation of Current Singularities.
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(Electronic resources)
Nash Equilibrium Seeking Over Undirected Graphs Via Multi-Agent Agreement.
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(Electronic resources)
Network Structure Sampling in Bayesian Networks via Perfect Sampling from Linear Extensions.
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(Electronic resources)
Hierarchically Normalized Models of Visual Distortion Sensitivity Physiology, Perception, and Application.
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(Electronic resources)
An Investigation of the Influence of the 2007-2009 Recession on the Day of the Week Effect for the S&P 500 and Its Sectors.
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(Electronic resources)
Development of a Coupled 3-D DEM-LBM Model for Simulation of Dynamic Rock-fluid Interaction.
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(Electronic resources)
Quantitative Modeling and Analysis of the Whole-Cell Scale Dynamic Organization of Lysosomes.
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(Electronic resources)
Two Topics in Data Analysis: Sample-based Optimal Transport and Analysis of Turbulent Spectra from Ship Track Data.
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(Electronic resources)
Critical Coupling and Synchronized Clusters in Arbitrary Networks of Kuramoto Oscillators.
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(Electronic resources)
Advances in Uncertainty Quantification for Computational Electromagnetics.
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(Electronic resources)
Methods for Images, Time Series, and Activation Functions with Deep Neural Networks.
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(Electronic resources)
Deep Learning: Neural Network Applications and Architectures in Sequence and Image Classification.
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(Electronic resources)
Deep Residual Learning for Portfolio Optimization: With Attention and Switching Modules.
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(Electronic resources)
Investor Sentiment and Market Interaction Modeling Irrationality Detection.
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(Electronic resources)
An Introduction to Generating Wavelets Through Multiresolution Analyses and on Fractals.
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(Electronic resources)
Stochastic Dynamics: Markov Chains, Random Transformations and Applications.
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(Electronic resources)
Hierarchical Bayesian Regression with Application in Spatial Modeling and Outlier Detection.
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(Electronic resources)
Improving k-NN Search and Subspace Clustering Based on Local Intrinsic Dimensionality.
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(Electronic resources)
Expansion of a Filtration with a Stochastic Process A High-Frequency Trading Perspective.
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(Electronic resources)
A Two-Step Markdown Pricing Model with the Presence of Multi-class Strategic Customers and an Extra Reservation Channel.
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(Electronic resources)
The Stochastic Dynamics of Biomass and Soil Moisture in Water-Limited Ecosystems.
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(Electronic resources)
A Symplectic View of Stability for Traveling Waves in Activator-Inhibitor Systems.
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(Electronic resources)
Efficient and Accurate Numerical Methods for Fluid-Structure and Fluid-Particle Interactions.
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(Electronic resources)
Heterogeneity across Scales: Modeling the Impact of Pathogen and Host Life Histories on the Dynamics of Acute Infections.
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(Electronic resources)
Convex Optimization and Online Learning: Their Applications in Discrete Choice Modeling and Pricing.
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(Electronic resources)
Deep Learning for Large-scale Molecular Dynamics and High-dimensional Partial Differential Equations.
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(Electronic resources)
High Accuracy Methods and Regularization Techniques for Fluid Flows and Fluid-Fluid Interaction.
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(Electronic resources)
Experimental and Mathematical Studies of Heat and Mass Transfer in Geophysical Fluid-structure Interactions.
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(Electronic resources)
Spatio-Temporal Logics for Verification and Control of Networked Systems.
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(Electronic resources)
Propagation and Control of Geometric Variation in Engineering Structural Design and Analysis.
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(Electronic resources)
Applications of Fixed Point Theory to Distributed Optimization, Robust Convex Optimization, and Stability of Stochastic Systems.
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(Electronic resources)
Decision Making Under Uncertainty with Applications to Geosciences and Finance.
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(Electronic resources)
A Matched Payout Model for Investment, Consumption, and Insurance with a Risky Annuity Income.
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(Electronic resources)
An Idealized Numerical Modeling Study of Enhanced Coastal Upwelling by Topographic Variations around Capes.
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(Electronic resources)
A Material Point Method for Elastoplasticity with Ductile Fracture and Frictional Contact.
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(Electronic resources)
Dynamic Modeling and Quantitative Analysis of Topography Development in Extensional Tectonic Settings.
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(Electronic resources)
Novel Metrics and Theoretical Properties of Nearest-Neighbor Distance-Based Feature Selection in High-Dimensional Bioinformatics Data.
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(Electronic resources)
Gaussian Process Modeling for Upsampling Algorithms with Applications in Computer Vision and Computational Fluid Dynamics.
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(Electronic resources)
Worst Case Datasets for Solving Binary Logistic Regression Via Deterministic First-order Methods.
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(Electronic resources)
Detection and Localization of Linear Features Based on Image Processing Methods.
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(Electronic resources)
Maxwell's Equations and Yang-Mills Equations in Complex Variables: New Perspectives.
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(Electronic resources)
Use of the Expectation Maximization Algorithm to Recover Bayesian Network Structure with Incomplete Data.
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(Electronic resources)
Networks, Community Detection, and Robustness: Statistical Inference on Student Enrollment Data.
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(Electronic resources)
An Online Algorithm for Separating Sparse and Low-Dimensional Signal Sequences From Their Sum, and Its Applications in Video Processing.
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(Electronic resources)
On the Application, Theory and Computation of Optimal Experimental Design in the Context of Sensor Placement.
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(Electronic resources)
Reachable Outcomes of Combining Multiple Interventions for Control of Malaria and Drug Resistance: Models, Analysis, and a Framework for Adaptive Programs.
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(Electronic resources)
A Framework for Indoor Air Quality Sensor Placement Accounting for Uncertainties and Performing Risk Assessments.
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(Electronic resources)
High-Dimensional Optimization Problems in Decision-Making and Discrete Geometry.
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(Electronic resources)
Smooth Selection Principles, Simplicial Complexes, and Everything In Between.
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(Electronic resources)
Modulus of Continuity Method for the Muskat Problem and Fractional Mean Curvature Flow.
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(Electronic resources)
Sparse Representations and Quadratic Approximations in Path Integral Techniques for Stochastic Response Analysis of Diverse Systems/Structures.
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(Electronic resources)
Mechanisms and Opportunities for the Design of Robust and Flexible Collective Behavior in Dynamic Multi-Agent Systems with Interactions.
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(Electronic resources)
High-order Finite Volume Methods for Magnetohydrodynamics with Applications in Computational Astrophysics.
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(Electronic resources)
Mathematical Methods for Optimal Resource Allocation in Common-pool Resources.
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(Electronic resources)
Active Manifold-Geodesics: A Riemannian View on Active Subspaces with Shape Sensitivity Applications.
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(Electronic resources)
A Cognition Platform for Joint Inference of 3D Geometry, Object States, and Human Belief.
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(Electronic resources)
Farley-Buneman Instabilities in the Auroral Region: Continuous Hybrid Simulations and Empirical Modeling.
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(Electronic resources)
Joint-Parameter Estimation, Bootstrap Bias Correction and Risk Forecast for Extreme Events.
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(Electronic resources)
Limit Theorems in Queueing Networks with Applications to Shared Mobility and Healthcare.
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(Electronic resources)
Modeling and Simulation of Thermomechanical Elasto-Viscoplastic Material and Ductile Fracture with the Material Point Method.
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(Electronic resources)
Stochastic Gradient Descent for Modern Machine Learning: Theory, Algorithms and Applications.
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(Electronic resources)
A Partial Differential Equation Approach to Three Problems in Finance: Barrier Option Pricing, Optimal Asset Liquidation and Insider Trading.
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(Electronic resources)
Improving the Adaptive Moment Estimation Optimization Methods for Modern Machine Learning.
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(Electronic resources)
Risk Parity Return Trade-Off in Relaxed Risk Parity Portfolio Optimization.
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(Electronic resources)
Numerical Approaches for Advection-Diffusion Equations Without and with an Interface.
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(Electronic resources)
Recurrent Neural Network Architectures for Sequence Classification and Explanation.
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(Electronic resources)
Approximating Convolution Integrals for Laplace and Exponential Fourier Transformations Using Simpson's Rule.
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(Electronic resources)
Estimating Parameters of the Sir Epidemiology Model Using Simulated Survey Data and Multinomial Maximum Likelihood.
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(Electronic resources)
Asymptotic Analysis of Boundary Integral Equations of Regions with High Curvature.
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(Electronic resources)
Nonconvex Optimization Methods with Applications to Portfolio Selection and Hybrid Systems.
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(Electronic resources)
Global Bifurcation of Periodic Solutions in Symmetric Reversible Second Order Systems with Delays.
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(Electronic resources)
Birational Geometry of Genus One Fibrations and Stability of Pencils of Plane Curves.
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(Electronic resources)
Rigidity of Point and Sphere Configurations: An Examination of Rigidity in Lorentz, Hyperbolic, Euclidean, and Spherical Geometry.
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(Electronic resources)
Feature-Based Parameter Estimation of the Nonlinear Cloud and Rain Equation and Global Bayesian Optimization in Data Assimilation.
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(Electronic resources)
Optimization of Block-Based Tensor Decompositions through Sub-Tensor Impact Graphs and Applications to Dynamicity in Data and User Focus.
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(Electronic resources)
Measuring Level of Degradation in Power Semiconductor Devices Using Emerging Techniques.
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(Electronic resources)
Mathematical Modeling and Social Network Analysis Applications in Foot-and-mouth Disease Transmission and Livestock Movements in U.S. Production Types.
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(Electronic resources)
Variational and Time-distributed Methods for Real-time Model Predictive Control.
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(Electronic resources)
Risky Reforms: A Sociotechnical Analysis of Algorithms as Tools for Social Change.
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(Electronic resources)
Efficiency in Machine Learning with Focus on Deep Learning and Recommender Systems.
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(Electronic resources)
Diffusion-based Approaches to Visualization and Exploration of High-Dimensional Data.
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(Electronic resources)
Networks, Collective Behavior, and Information in Social Systems-From Ant Colonies to Social Media.
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(Electronic resources)
Robust and Scalable Unsupervised Learning via Landmark Diffusion, from Theory to Medical Application.
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(Electronic resources)
Numerical Analysis of Mixed Precision Algorithms and Time-Steppers for Wave Turbulence, and Generative Modeling for Analogs in Data Assimilation.
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(Electronic resources)
Efficient and Scalable Optimization Methods for Training Large-Scale Machine Learning Models.
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(Electronic resources)
Learning Equilibria of Simulation-Based Games: Applications to Empirical Mechanism Design.
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(Electronic resources)
Numerical Algorithms for Fractional Partial Differential Equations with Time-Dependent Boundary Conditions.
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(Electronic resources)
Primal-Dual Method for Reinforcement Learning and Markov Decision Processes.
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(Electronic resources)
On Recognition Algorithms and Structure of Graphs with Restricted Induced Cycles.
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(Electronic resources)
Smooth Minimal Transport Networks and Non-Orientable Minimal Surfaces in S3.
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(Electronic resources)
A Simulation Study Using a Mixed Model Framework to Analyze the Impact of Sample Size and Variability on Type I Error and Power.
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(Electronic resources)
Multivariate Repeated Measures Linear Models with Normal and Skew Normal Errors Characterized by Patterned Covariance Structures.
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(Electronic resources)
Exploration, Mapping and Scalar Field Estimation using a Swarm of Resource-Constrained Robots.
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(Electronic resources)
Mathematical Models to Evaluate the Clinical and Economic Impact of Biomedical HIV Prevention Strategies in the United States.
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(Electronic resources)
Effective Dynamics of Open Systems in Non-Equilibrium Statistical Mechanics.
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(Electronic resources)
Efficient Methods for Imputation, Dimensionality Reduction, and Visualization of Biomedical Datasets.
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(Electronic resources)
Statistical Arbitrage Based on Stock Clustering Using Nonlinear Factor Model.
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(Electronic resources)
A Variational Implementation of Immersed Boundary Method for Fluid-Structure Interaction Problems.
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(Electronic resources)
Small Dispersion Limits for Integrable Nonlinear Wave Equations with Periodic Initial Conditions.
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(Electronic resources)
Analysis and Optimization of Chassis Movements in Transportation Networks with Centralized Chassis Processing Facilities.
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(Electronic resources)
Centrifuge Modelling and Numerical Simulation of Novel Hybrid Foundations for Offshore Wind Turbines.
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(Electronic resources)
Three essays on product design: Incorporating capacity, remanufacturing, and environmental friendliness.
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(Electronic resources)
Model-based and Machine Learning-based Control of Biological Oscillators.
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(Electronic resources)
Estimation and Control of Nonlinear Systems: Model-Based and Model-Free Approaches.
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(Electronic resources)
A Neural Network-Augmented Bayesian Approach to Uncertain Parameter Estimation in Nonlinear Dynamic Systems.
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(Electronic resources)
Great Risk, Grave Uncertainty, and Making Your Own Luck: The Dispersal of Coastal Marine Invertebrate Larvae in Heterogeneous Environments.
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(Electronic resources)
Realizing Hecke Actions on Modular Forms Via Cohomology of Dessins d'Enfants.
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(Electronic resources)
Numerical Investigation of River Discharge and Tidal Variations Impact on the Salinity in Deltaic Systems.
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(Electronic resources)
Statistical Inference across Multiple Networks: Advancements in Multiplex Graph Matching and Joint Spectral Network Embeddings.
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(Electronic resources)
Model Order Reduction for Parametric High Dimensional Models in the Analysis of Financial Risk = = Modellreduktion fur parametrische hochdimensionale Modelle bei der finanziellen Risikoanalyse.
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(Electronic resources)
Data-Driven Deep Neural Networks for Epidemiological and Biochemical Models.
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(Electronic resources)
Nonlinear Schrodinger Systems with Non-Zero Background: Inverse Scattering, Solitons and Modulation Theory.
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(Electronic resources)
Convex Algebraic Geometry with Applications to Power Systems, Statistics and Optimization.
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(Electronic resources)
Mapping the Mantle Transition Zone Beneath Eastern North America an Automated Receiver Function Approach.
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(Electronic resources)
A Lagrangian-Eulerian Simulation Method for Viscoelastic Flows Applied to Adhesive Joining.
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(Electronic resources)
Option Valuation Under a Regime-Switching Model Using the Fast Fourier Transform.
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(Electronic resources)
Surface and Bulk Moving Mesh Methods Based on Equidistribution and Alignment.
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(Electronic resources)
A Model-Based Mathematical Approach: The Use of Entropy-Based Quantities to Characterize Phone Variation.
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(Electronic resources)
Higher Order Tail Dependence of Archimedean Copulas with Rapidly Varying Laplace Transforms.
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(Electronic resources)
Vanishing Relaxation Time Dynamics of the Jordan Moore-Gibson-Thompson (Jmgt) Equation Arising in High Frequency Ultrasound (Hfu).
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(Electronic resources)
Theoretical Approaches to Environmental Feedbacks and Community Coexistence.
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(Electronic resources)
Issues in Uyghur Backness Harmony: Corpus, Experimental, and Computational Studies.
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(Electronic resources)
Towards an Automatic Caption Quality Assessment Model Reflecting the Subjective Views of Deaf, and Hard of Hearing Audiences.
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(Electronic resources)
Maximum Multiplicative Programming: Theory, Algorithms, and Applications.
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(Electronic resources)
Gamut and Color Control for Multiprimary Displays: Theory and Applications.
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(Electronic resources)
Understanding the Spatiotemporal Spread of Infectious Diseases Using Mathematical and Statistical Models and Methods of Data Analytics.
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(Electronic resources)
It Is a Hard Tradeoff: Examining Sharenting Behaviors from a Privacy Calculus Model Perspective.
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(Electronic resources)
High-Dimensional Statistical Inference: Phase Transition, Power Enhancement, and Sampling.
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(Electronic resources)
Stochastic Processes in Complex Financial Economic Systems = = 複雜金融經濟系統中的隨機過程
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(Electronic resources)
The Abraham Solvation Model used for Prediction of Solvent-Solute Interactions and New Methods for Updating Parameters.
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(Electronic resources)
Quantitative Analysis in Stochastic Homogenization and Hypocoercive PDEs in Sampling.
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(Electronic resources)
Accelerating Numerical Methods for Gradient-Based Photonic Optimization and Novel Plasmonic Functionalities.
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(Electronic resources)
Development and Application of Probabilistic Solar Power Forecasts for the Day-Ahead Unit Commitment.
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(Electronic resources)
Investigation of Incremental Sheet Forming (ISF) Using Advanced Numerical and Analytical Approaches.
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(Electronic resources)
Virtual Part Qualification with Thermal, Mechanical, and Microstructural Modeling of Additive Manufacturing.
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(Electronic resources)
Real-Time Decision Making in Control and Optimization with Performance and Safety Guarantees.
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(Electronic resources)
Robust Filtering Schemes for Machine Learning Systems to Defend Adversarial Attack.
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(Electronic resources)
On the selection of a good shape parameter for RBF approximation and its application for solving PDEs.
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(Electronic resources)
Inverse Problems for a Class of Stochastic Ordinary Differential Equations in a Generalized Fiducial Framework.
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(Electronic resources)
Models and Solution Algorithms for Efficient Truck Scheduling at Cross-Docking Terminals with Time-Sensitive Products.
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(Electronic resources)
Models, Algorithms, and Implementations for Operational Optimization of Ridepool Services.
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(Electronic resources)
Fully Distributed Algorithms for Densely Coupled Optimization Problems in Sparse Optimization and Transportation Applications.
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(Electronic resources)
Selected Topics in Network Optimization: Aligning Binary Decision Diagrams for a Facility Location Problem and a Search Method for Dynamic Shortest Path Interdiction.
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(Electronic resources)
Functionality Through Multistability: From Deployable Structures to Soft Robots.
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(Electronic resources)
Mathematical Formulations with Uncertain Data in Optimization and Inverse Problems.
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(Electronic resources)
First-Order Methods for Online and Stochastic Optimization, and Approximate Compiling.
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(Electronic resources)
Nonconvex Optimization with Applications to Machine Learning and Signal Recovery.
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(Electronic resources)
Advances in Data-Driven Modeling and Sensing for High-Dimensional Nonlinear Systems.
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(Electronic resources)
A Novel Parallel Adaptive Survivor Selection Framework for Large-Scale Simulation Optimization.
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(Electronic resources)
Estimation and Consequences of Asymmetric Dispersal on the Genetics of Coastal Marine Organisms in 1-D Habitats.
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(Electronic resources)
New Algorithmic Solutions for Some Clustering and Network Design Problems.
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(Electronic resources)
Integrating Domain Knowledge into Monte Carlo Tree Search for Real-Time Strategy Games.
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(Electronic resources)
Quanto Option Pricing: A Joint Framework for Tempered Stable Processes and Stochastic Correlation.
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(Electronic resources)
The Mathematical Modeling and Analysis of Complex Structures in Materials Science.
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(Electronic resources)
Numerical Solution for Time-Dependent Schrodinger Equations with Asymptotic Green's Function Method.
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(Electronic resources)
Mathematical Models of Wealth Distribution through an Amenities-Based Theory.
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(Electronic resources)
Meshfree Data Driven Scattered Interpolation Estimates of Lyapunov Exponents Using Optimized Radial Basis Functions.
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(Electronic resources)
A Novel Diffuse-Interface Model and Numerical Methods for Compressible Turbulent Two-Phase Flows and Scalar Transport.
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(Electronic resources)
Selected Topics in Deep Learning Theory and Continuous-Time Hidden Markov Models.
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(Electronic resources)
Mathematical Analysis of a Model of Blood Flow through a Channel with Flexible Walls.
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(Electronic resources)
Efficient Scientific Machine Learning Algorithms for Surrogate Modeling and Inverse Problems.
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