People
Current
Amit Subrahmanya
Email: amitns@vt.edu
Location: TORG 2220
Research Interests: Data assimilation, inverse problems, solving PDEs, machine learning
Location: TORG 2220
Research Interests: Data assimilation, inverse problems, solving PDEs, machine learning
Abhinab Bhattacharjee
Email: abhinab93@vt.edu
Location: TORG 2220
Research Interests: Data assimilation, numerical methods, machine learning, inverse problems
Location: TORG 2220
Research Interests: Data assimilation, numerical methods, machine learning, inverse problems
Reid Gomillion
Email: rjg18@vt.edu
Location: TORG 2220
Research Interests: Time integration, high-performance computing
Location: TORG 2220
Research Interests: Time integration, high-performance computing
Adwait Verulkar
Email: adwaitverulkar@vt.edu
Location: TMVS Lab
Research Interests: Computational multibody dynamics, Sensitivity Analysis
Location: TMVS Lab
Research Interests: Computational multibody dynamics, Sensitivity Analysis
Ekansh Chaturvedi
Email: ekanshchat96@vt.edu
Location: TMVS Lab
Research Interests: Computational multibody dynamics, Sensitivity Analysis
Location: TMVS Lab
Research Interests: Computational multibody dynamics, Sensitivity Analysis
Past
Arash Sarshar
Research Interests: Machine learning for forward and inverse problems, time integration
Dissertation : Time Stepping Methods for Multiphysics Problems
Dissertation : Time Stepping Methods for Multiphysics Problems
Andrey A Popov
Research Interests: Large-scale dynamical systems, data assimilation, time integration
Dissertation : Combining Data-driven and Theory-guided Models in Ensemble Data Assimilation
Dissertation : Combining Data-driven and Theory-guided Models in Ensemble Data Assimilation
Steven Roberts
Research Interests: Time integration, high-performance computing
Dissertation : Multimethods for the Efficient Solution of Multiscale Differential Equations
Dissertation : Multimethods for the Efficient Solution of Multiscale Differential Equations
Conor Gallagher
Research Interests: Machine learning, time integration
Rachel Cooper
Research Interests: Machine learning, scientific computing
Thesis : Augmented Neural Network Surrogate Models for Polynomial Chaos Expansions and Reduced Order Modeling
Thesis : Augmented Neural Network Surrogate Models for Polynomial Chaos Expansions and Reduced Order Modeling
S. Ross Glandon
Research Interests: Scientific and parallel computing
Dissertation : Time Integration Methods for Large-scale Scientific Simulations
Dissertation : Time Integration Methods for Large-scale Scientific Simulations
Mahesh Narayanamurthi
Research Interests: Time integration, stochastic simulation
Dissertation : Advanced Time Integration Methods with Applications to Simulation, Inverse Problems, and Uncertainty Quantification
Dissertation : Advanced Time Integration Methods with Applications to Simulation, Inverse Problems, and Uncertainty Quantification
Azam Moosavi
Research Interests: Stochastic simulation, modeling, optimization, machine learning
Dissertation : Probabilistic and Statistical Learning Models for Error Modeling and Uncertainty Quantification
Dissertation : Probabilistic and Statistical Learning Models for Error Modeling and Uncertainty Quantification
Sebastien Corner
Research Interests: Multibody dynamics, sensitivity analysis
Dissertation : Modeling, Sensitivity Analysis, and Optimization of Hybrid, Constrained Mechanical Systems
Dissertation : Modeling, Sensitivity Analysis, and Optimization of Hybrid, Constrained Mechanical Systems
Tony D'Augustine
Research Interests: Time integration, sensitivity analysis
Thesis : MATLODE: A MATLAB ODE Solver and Sensitivity Analysis Toolbox
Thesis : MATLODE: A MATLAB ODE Solver and Sensitivity Analysis Toolbox
Ahmed Attia
Research Interests: Data assimilation, inverse modeling
Dissertation : Advanced Sampling Methods for Solving Large-Scale Inverse Problems
Dissertation : Advanced Sampling Methods for Solving Large-Scale Inverse Problems
Paul Tranquilli
Research Interests: Time integration
Dissertation : Lightly-Implicit Methods for the Time Integration of Large Applications
Dissertation : Lightly-Implicit Methods for the Time Integration of Large Applications
Elias Niño
Research Interests: Data assimilation
Dissertation : Efficient formulation and implementation of ensemble based methods in data assimilation
Dissertation : Efficient formulation and implementation of ensemble based methods in data assimilation
Vishwas Rao
Research Interests: Uncertainty quantification, inverse problems
Dissertation : Adjoint based solution and uncertainty quantification techniques for variational inverse problems
Dissertation : Adjoint based solution and uncertainty quantification techniques for variational inverse problems
Yitao Zhu
Research Interests: Multibody dynamics, sensitivity analysis
Dissertation : Sensitivity Analysis and Optimization of Multibody Systems
Dissertation : Sensitivity Analysis and Optimization of Multibody Systems
Hong Zhang
Research Interests: Time integration, sensitivity analysis
Dissertation : Efficient Time Stepping Methods and Sensitivity Analysis for Large Scale Systems of Differential Equations
Dissertation : Efficient Time Stepping Methods and Sensitivity Analysis for Large Scale Systems of Differential Equations
Alexandru Cioaca
Research Interests: Data assimilation
Dissertation : A Computational Framework for Assessing and Optimizing the Performance of Observational Networks in 4D-Var Data Assimilation
Dissertation : A Computational Framework for Assessing and Optimizing the Performance of Observational Networks in 4D-Var Data Assimilation
Tae-Hyuk Ahn
Research Interests: Bioinformatics, high-performance computing
Dissertation : Computational Techniques for the Analysis of Large Scale Biological Systems
Dissertation : Computational Techniques for the Analysis of Large Scale Biological Systems
Joe Hays
Research Interests: Multibody dynamics, design optimization, uncertainty quantification
Dissertation : Parametric Optimal Design Of Uncertain Dynamical Systems
Dissertation : Parametric Optimal Design Of Uncertain Dynamical Systems
Mihai Alexe
Research Interests: Inverse problems, sensitivity analysis
Dissertation : Adjoint-based space-time adaptive solution algorithms for sensitivity analysis and inverse problems
Dissertation : Adjoint-based space-time adaptive solution algorithms for sensitivity analysis and inverse problems
Kumaresh Singh
Research Interests: Data assimilation, information theory
Dissertation : Efficient Computational Tools for Variational Data Assimilation and Information Content Estimation
Dissertation : Efficient Computational Tools for Variational Data Assimilation and Information Content Estimation
John Linford
Research Interests: High-performance computing, GPU computing
Dissertation : Accelerating Atmospheric Modeling Through Emerging Multi-core Technologies
Dissertation : Accelerating Atmospheric Modeling Through Emerging Multi-core Technologies
Emmanuel Blanchard
Research Interests: Optimal control, parameter estimation
Dissertation : Polynomial Chaos Approaches to Parameter Estimation and Control Design for Mechanical Systems with Uncertain Parameters
Dissertation : Polynomial Chaos Approaches to Parameter Estimation and Control Design for Mechanical Systems with Uncertain Parameters
Tianyi Gou
Research Interests: Data assimilation, chemical transport models
Thesis : Computational Tools for Chemical Data Assimilation with CMAQ
Thesis : Computational Tools for Chemical Data Assimilation with CMAQ
Paul Eller
Research Interests: High-performance computing, chemical transport models
Thesis : Development and Acceleration of Parallel Chemical Transport Models
Thesis : Development and Acceleration of Parallel Chemical Transport Models
Haiyan Cheng
Research Interests: Uncertainty quantification, data assimilation
Dissertation : Uncertainty Quantification and Uncertainty Reduction Techniques for Large-scale Simulations
Dissertation : Uncertainty Quantification and Uncertainty Reduction Techniques for Large-scale Simulations
Emil Constantinescu
Research Interests: Uncertainty quantification, data assimilation
Dissertation : Adaptive Numerical Methods for Large Scale Simulations and Data Assimilation
Dissertation : Adaptive Numerical Methods for Large Scale Simulations and Data Assimilation
Lin Zhang
Research Interests: Data assimilation, sensitivity analysis
Thesis : Large-Scale Simulations Using First and Second Order Adjoints with Applications in Data Assimilation
Thesis : Large-Scale Simulations Using First and Second Order Adjoints with Applications in Data Assimilation
Anurag Srivastava
Research Interests: Time integration, air quality models
Thesis : Stabilized Explicit Time Integration for Parallel Air Quality Models
Thesis : Stabilized Explicit Time Integration for Parallel Air Quality Models