People

Current

Dr. Adrian Sandu
Dr. Adrian Sandu
Director of CSL

Email: sandu@cs.vt.edu
Location: TORG 2220E
Phone: (540) 231-2193
Amit Subrahmanya
Amit Subrahmanya

Email: amitns@vt.edu
Location: TORG 2220
Research Interests: Data assimilation, inverse problems, solving PDEs, machine learning
Abhinab Bhattacharjee
Abhinab Bhattacharjee

Email: abhinab93@vt.edu
Location: TORG 2220
Research Interests: Data assimilation, numerical methods, machine learning, inverse problems
Jostein Barry-Straume
Jostein Barry-Straume

Email: jostein@vt.edu
Location: TORG 2220
Research Interests: Machine learning
Reid Gomillion
Reid Gomillion

Email: rjg18@vt.edu
Location: TORG 2220
Research Interests: Time integration, high-performance computing
Mehmet Yardimci
Mehmet Yardimci

Email: oguzy@vt.edu
Location: TORG 2220
Research Interests: Machine learning, optimization
Sam Donald
Sam Donald

Email: samdonald@vt.edu
Location: TORG 2220
Research Interests: Machine learning
Ali Haisam Muhammad Rafid
Ali Haisam Muhammad Rafid

Email: haisamrafid@vt.edu
Location: TORG 2220
Research Interests: Machine learning
Adwait Verulkar
Adwait Verulkar

Email: adwaitverulkar@vt.edu
Location: TMVS Lab
Research Interests: Computational multibody dynamics, Sensitivity Analysis
Ekansh Chaturvedi
Ekansh Chaturvedi

Email: ekanshchat96@vt.edu
Location: TMVS Lab
Research Interests: Computational multibody dynamics, Sensitivity Analysis
Kamila Nurkhametova
Kamila Nurkhametova

Email: kamila@vt.edu
Location: TORG 2220
Research Interests: Time Integration

Past

Arash Sarshar
Arash Sarshar

Research Interests: Machine learning for forward and inverse problems, time integration
Dissertation : Time Stepping Methods for Multiphysics Problems
Austin Chennault
Austin Chennault

Research Interests: Optimization, machine learning, time integration
Andrey A Popov
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
Steven Roberts
Steven Roberts

Research Interests: Time integration, high-performance computing
Dissertation : Multimethods for the Efficient Solution of Multiscale Differential Equations
Conor Gallagher
Conor Gallagher

Research Interests: Machine learning, time integration
S. Ross Glandon
S. Ross Glandon

Research Interests: Scientific and parallel computing
Dissertation : Time Integration Methods for Large-scale Scientific Simulations
Azam Moosavi
Azam Moosavi

Research Interests: Stochastic simulation, modeling, optimization, machine learning
Dissertation : Probabilistic and Statistical Learning Models for Error Modeling and Uncertainty Quantification
Sebastien Corner
Sebastien Corner

Research Interests: Multibody dynamics, sensitivity analysis
Dissertation : Modeling, Sensitivity Analysis, and Optimization of Hybrid, Constrained Mechanical Systems
Tony D'Augustine
Tony D'Augustine

Research Interests: Time integration, sensitivity analysis
Thesis : MATLODE: A MATLAB ODE Solver and Sensitivity Analysis Toolbox
Ahmed Attia
Ahmed Attia

Research Interests: Data assimilation, inverse modeling
Dissertation : Advanced Sampling Methods for Solving Large-Scale Inverse Problems
Paul Tranquilli
Paul Tranquilli

Research Interests: Time integration
Dissertation : Lightly-Implicit Methods for the Time Integration of Large Applications
Vishwas Rao
Vishwas Rao

Research Interests: Uncertainty quantification, inverse problems
Dissertation : Adjoint based solution and uncertainty quantification techniques for variational inverse problems
Yitao Zhu
Yitao Zhu

Research Interests: Multibody dynamics, sensitivity analysis
Dissertation : Sensitivity Analysis and Optimization of Multibody Systems
Tae-Hyuk Ahn
Tae-Hyuk Ahn

Research Interests: Bioinformatics, high-performance computing
Dissertation : Computational Techniques for the Analysis of Large Scale Biological Systems
Joe Hays
Joe Hays

Research Interests: Multibody dynamics, design optimization, uncertainty quantification
Dissertation : Parametric Optimal Design Of Uncertain Dynamical Systems
Mihai Alexe
Mihai Alexe

Research Interests: Inverse problems, sensitivity analysis
Dissertation : Adjoint-based space-time adaptive solution algorithms for sensitivity analysis and inverse problems
Kumaresh Singh
Kumaresh Singh

Research Interests: Data assimilation, information theory
Dissertation : Efficient Computational Tools for Variational Data Assimilation and Information Content Estimation
John Linford
John Linford

Research Interests: High-performance computing, GPU computing
Dissertation : Accelerating Atmospheric Modeling Through Emerging Multi-core Technologies
Emmanuel Blanchard
Emmanuel Blanchard

Tianyi Gou
Tianyi Gou

Research Interests: Data assimilation, chemical transport models
Thesis : Computational Tools for Chemical Data Assimilation with CMAQ
Paul Eller
Paul Eller

Research Interests: High-performance computing, chemical transport models
Thesis : Development and Acceleration of Parallel Chemical Transport Models
Haiyan Cheng
Haiyan Cheng

Research Interests: Uncertainty quantification, data assimilation
Dissertation : Uncertainty Quantification and Uncertainty Reduction Techniques for Large-scale Simulations
Emil Constantinescu
Emil Constantinescu

Research Interests: Uncertainty quantification, data assimilation
Dissertation : Adaptive Numerical Methods for Large Scale Simulations and Data Assimilation
Lin Zhang
Lin Zhang

Research Interests: Data assimilation, sensitivity analysis
Thesis : Large-Scale Simulations Using First and Second Order Adjoints with Applications in Data Assimilation
Anurag Srivastava
Anurag Srivastava

Research Interests: Time integration, air quality models
Thesis : Stabilized Explicit Time Integration for Parallel Air Quality Models