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Santiago Vargas

Headshot of Santiago Vargas
Program Years:
2020–2024
University:
University of California, Los Angeles
Field of Study:
Theoretical and Computational Chemistry
Advisor:
Anastassia Alexandrova
Degree(s):
B.A. Chemistry and Physics, Harvard College, 2019
PhD. Computational and Theoretical Chemistry, UCLA, 2024

Practicum Experience(s)

Lawrence Berkeley National Laboratory (2022)

Practicum Supervisor(s):
Kristin
Persson
Practicum Title:
BarrierNet: Adapting Message Passing Neural Networks to Refine the Search for optimal reaction networks in Lithium Ion Battery Solid Electrolyte Interfaces

Current Status

Research Area:
Theoretical and Computational Chemistry

Annual Program Review Abstracts

Ab Initio Enhancement of Machine Learning for Complex Chemistries (2024)
Generalized Bondnet: A Generalized Graph Neural Network Framework to Predict Reaction Thermodynamics and Kinetics in Developing Reaction Networks and High-Throughput Screening Runs (2023)
An Artificial Intelligence Framework for Optimal Drug Design (2022)