Rohit Batra

Presentation History

2023 MRS Spring Meeting

AI/ML Guided Exploration of Electronic Polymer Thin Films for Manufacturing

Apr 13, 2023, 4:30 PM

2022 MRS Fall Meeting

Neuroevolution Guided Discovery of Pathways for Materials Synthesis

Nov 30, 2022, 9:15 AM

2022 MRS Spring Meeting

Exploring Polymer Degradation Pathways Using Reinforcement Learning and Monte Carlo Tree Search

May 13, 2022, 10:30 AM

2022 MRS Spring Meeting

Learning Interatomic Potentials from First Principles Data Using Symbolic Regression

May 11, 2022, 5:00 PM

2022 MRS Spring Meeting

Designing New Forcefield Using Board AI

May 10, 2022, 2:00 PM

2022 MRS Spring Meeting

Exploring Kinetic Pathways for Ice Nucleation Using Evolutionary Reinforcement Learning

May 10, 2022, 9:45 AM

2022 MRS Spring Meeting

Decision Trees in Continuous Action Space for High-Throughput Exploration of Potential Energy Surface of Nanoclusters

May 9, 2022, 2:45 PM

2021 MRS Fall Meeting

CASTING—A Continuous Action Space Tree search for INverse desiGn

Dec 1, 2021, 2:15 PM

2021 MRS Fall Meeting

Multi Reward Reinforcement Learning Based Bond Order Potential to Study Strain Assisted Phase Transitions in Phosphorene

Dec 1, 2021, 11:15 AM

2021 MRS Fall Meeting

Learning with Delayed Rewards—A Case Study on Inverse Defect Design in 2D Materials

Nov 30, 2021, 3:00 PM

2021 MRS Spring Meeting

AI Guided Discovery of Self-Assembly Peptide Sequences Using Monte Carlo Tree Search and Coarse-Grained Simulations

Apr 19, 2021, 2:30 PM

2019 MRS Fall Meeting

Estimating Carrier Injection Barriers at Metal-Polymer Interfaces Using Multi-Fidelity Information-Fusion Method

Dec 5, 2019, 4:00 PM

2019 MRS Fall Meeting

AGNI—A Machine Learning Platform for the Rapid Prediction of Atomistic Properties

Dec 3, 2019, 1:45 PM