Materials Informatics Group
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Team

Who we are

Team

The minds behind the models, simulations, and innovations.

Principal Investigator

Prasanna V. Balachandran

Prasanna V. Balachandran — Heinz and Doris Wilsdorf Research Associate Professor

Postdoctoral Training
  • Los Alamos National Laboratory, Los Alamos, NM, USA (2014-2017)
  • Drexel University, Philadelphia, PA, USA (2012-2014)
  • Iowa State University, Ames, IA, USA (2012-2012)
Ph.D.
Materials Science and Engineering, Iowa State University, Ames, IA, USA (2011)
B.E.
Metallurgical Engineering, PSG College of Technology, Coimbatore, India (2007)

Email: pvb5e(at)virginia(dot)edu

Postdoctoral Research Scholars

Postdoctoral Research Scholar

Shunshun Liu

Name (last, first)
Liu, Shunshun
Hometown
Wuhan, Hubei, China
Degree
PhD, Materials Science and Engineering (2026)
Research Interest
Integrating ML/AI and computational materials science to accelerate the design of complex materials.
Favorite Element
Molybdenum (Mo)
Favorite Material
High-entropy alloys
Favorite vi/emacs Command
ls
Favorite LLM
GPT

Graduate Students

Shunshun Liu

Ankita Biswas

Name (last, first)
Biswas, Ankita
Hometown
Kolkata, India
Joined Group
Spring 2021
Degree
PhD (in progress), Materials Science and Engineering
Research Interest
I use interpretable, physics guided machine learning to uncover how changes in atomic structure affect the structure-property relationships in materials
Favorite Element
Carbon (C)
Favorite Material
Graphene
Favorite vi/emacs Command
?
Favorite LLM
Claude Opus 5, DeepSeek-V4 Pro

Ryan Grimes

Ryan Grimes

Name (last, first)
Grimes, Ryan
Hometown
Joined Group
Fall 2021
Degree
PhD (in progress), Materials Science and Engineering
Research Interest
Favorite Element
Favorite Material
Favorite vi/emacs Command
Favorite LLM

Graduate Student

Sunidhi Garg

Name (last, first)
Garg, Sunidhi
Hometown
New Delhi, India
Joined Group
Fall 2023
Degree
PhD (in progress), Materials Science and Engineering
Research Interest
Studying the structure-processing-property relationships using first principles calculations and physics-informed machine learning
Favorite Element
Molybdenum (Mo)
Favorite Material
MgB2
Favorite vi/emacs Command
u
Favorite LLM
Claude

Graduate Student

Talon Booth

Name (last, first)
Booth, Talon
Hometown
Riner, VA
Joined Group
Fall 2024
Degree
MS (in progress), Materials Science and Engineering
Research Interest
Software development, machine learning for materials applications, and UI/UX for web apps.
Favorite Element
Iridium (Ir)
Favorite Material
Ammonium Nitrate
Favorite vi/emacs Command
u
Favorite LLM
OpenAI’s ChatGPT

Graduate Student

Yifei Duan

Name (last, first)
Duan, Yifei
Hometown
Henan, China
Joined Group
Fall 2025
Degree
PhD (in progress), Materials Science and Engineering
Research Interest
First-principles calculations, machine learning, and AI agents.
Favorite Element
Kryptonite (First taught by the host at UVA Pizza Chat)
Favorite Material
Aerogel
Favorite vi/emacs Command
:wq (Save, quit, and call it a day)
Favorite LLM
Gemini (Better multimodality)

Graduate Student

Conor Moran

Name (last, first)
Moran, Conor
Hometown
Oakton, VA
Joined Group
Fall 2026
Degree
PhD (in progress), Materials Science and Engineering
Research Interest
Inverse design, property prediction, active learning, physics-informed ML
Favorite Element
Gallium (Ga)
Favorite Material
Perovskites
Favorite LLM
Gemini 3.6 Flash

Alumni

  • Timothy Q. Hartnett, PhD (2023)
  • Mukil V. Ayyasamy, PhD (2023)
  • Roberto Herrera del Valle, MS (2023)

Materials Informatics Group · Department of Materials Science & Engineering · University of Virginia

 

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