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SURG circa August, 2016. From left to right: Jiaxin Zhang, Hwanpyo Kim, Aakash Bangalore Satish, Prof. Shields, Stephanie Coronado, Gabriella Liu (Bryn Mawr High School), Avital Zenilman.
Postdoctoral Fellows:
Postdoctoral Fellows:
Dr. Dimitris Giovanis
Dr. Dimitris Giovanis
Ph.D., National Technical University of Athens - 2014
Projects:
- Office of Naval Research: Developing novel surrogate models for uncertainty propagation using nonlinear projection-based reduced order models, stochastic collocation, and Gaussian processes, among others.
- Office of Naval Research: Developing Bayesian multimodel approaches for imprecise reliability analysis using FORM/SORM and subset simulations.
Dr. Susmita Naskar
Dr. Susmita Naskar
Ph.D., University of Aberdeen - 2018
Project:
- Army Research Lab: Developing novel stochastic simulation-based surrogate models for hierarchical multi-scale material modeling.
Dr. Audrey Olivier
Dr. Audrey Olivier
Ph.D., Columbia University - 2017
Project: (Co-advised by Dr. Lori-Graham Brady)
- Army Research Lab: Developing and applying novel machine learning methods for stochastic analysis of material systems with limited experimental and/or simulation data.
SURG Ph.D. students:
SURG Ph.D. students:
Aakash Bangalore Satish (4th year)
Aakash Bangalore Satish (4th year)
M.S. Indian Institute of Science, Bangalore
Project:
- National Science Foundation: Experimental and computational investigations of variability in the thermo-mechanical behavior of structural aluminum.
Mohit Chauhan (2nd year)
Mohit Chauhan (2nd year)
M.S. Indian Institute of Technology, Kanpur
Project:
- Office of Naval Research: Develop novel adaptive stochastic sampling methods for development of stochastic reduced order models, Monte Carlo simulations, and stochastic collocation.
Lohit Vandanapu (2nd year)
Lohit Vandanapu (2nd year)
B.S. Indian Institute of Technology, Roorkee
Project:
- National Science Foundation: Develop higher-order methods for generation of stochastic processes and fields and their application to problems in nonlinear dynamics and materials modeling.
SURG affiliated students:
SURG affiliated students:
Dihui Ruan
Dihui Ruan
Ph.D. Candidate, Department of Materials Science and Engineering
Primary Adviser: Michael Falk
Project:
- National Science Foundation: Investigation of localized plastic deformation and shear band formation using molecular dynamics simulations and the shear transformation zone theory.
Darius Alix-Williams
Darius Alix-Williams
Ph.D. Candidate, Department of Materials Science and Engineering
Primary Adviser: Prof. Michael Falk
Project:
- National Science Foundation: Coarse-graining atomistic simulations to automate and optimize calibration of continuum shear transformation zone models.
Anindya Bhaduri
Anindya Bhaduri
Ph.D. Candidate, Department of Civil Engineering
Primary Adviser: Prof. Lori Graham-Brady
Project:
- Army Research Lab: Stochastic sampling and numerical methods for uncertainty quantification in materials systems.
Greg Banyay
Greg Banyay
Ph.D. Candidate, Department of Civil Engineering, University of Pittsburgh
Principal Engineer, Westinghouse Electric Company
Primary Adviser: John Brigham, University of Durham, UK
Project:
- Surrogate modeling, uncertainty quantification, and stochastic modeling of flow induced vibrations in nuclear reactor core assemblies.
SURG alumni:
SURG alumni:
Hwanpyo Kim, Ph.D.
Hwanpyo Kim, Ph.D.
Ph.D., Civil Engineering, 2018
Thesis: Simulation of higher-order stochastic processes: Beyond second-order orthogonality
Jiaxin Zhang, Ph.D.
Jiaxin Zhang, Ph.D.
Ph.D., Civil Engineering, 2018
Thesis: Uncertainty quantification from small data: A multimodel approach
Current Position: Postdoctoral Fellow, Oak Ridge National Laboratory
V.S. Sundar, Ph.D.
V.S. Sundar, Ph.D.
SURG Postdoc, 2014 - 2015
Ph.D. Indian Institute of Science, 2014
Past SURG affiliates:
Past SURG affiliates:
Adam Hinkle, Ph.D.
Adam Hinkle, Ph.D.
Ph.D., Materials Science and Engineering, 2016
Current Position: Postdoctoral Fellow, Sandia National Laboratory
Yang Yang, Ph.D.
Yang Yang, Ph.D.
Ph.D., Civil Engineering, 2015
Current Position: Modeling Engineer, Corning Incorporated
Mu Zhu, Ph.D.
Mu Zhu, Ph.D.
Ph.D., Civil Engineering, 2015
Thesis: Topology Optimization of Frame Structures: Design for Constructability and Stochastic Dynamic Loads
Current Position: Senior Advanced Analytics Specialist, Walmart eCommerce
SURG undergraduate researchers:
SURG undergraduate researchers:
Avital Zenilman
Avital Zenilman
B.S., Civil Engineering, 2017
Current Position: Assistant Engineer, Turner Construction Company
Stephanie Coronado
Stephanie Coronado
B.S., Civil Engineering, 2018
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