Suvo Banik

Presentation History

2023 MRS Fall Meeting

Search Trees in Large Continuous Action Spaces for Multiscale Modeling and Design of Materials

Dec 1, 2023, 11:00 AM

2023 MRS Fall Meeting

High-Throughput Electronic Structure Prediction of Materials using Machine-Learned Extended Hückel Tight-Binding Models

Nov 30, 2023, 10:15 AM

2023 MRS Spring Meeting

Physics-Based Machine Learning for the Electronic Structure of Phase Change Materials

Apr 12, 2023, 9:30 AM

2022 MRS Fall Meeting

CASTING – (A Continuous Action Space Tree Search for INverse desiGn) in Materials Applications

Nov 30, 2022, 8:00 PM

2022 MRS Fall Meeting

CEGAN—Crystal Edge Graph Attention Network for Multiscale Classification of Materials Environment

Nov 30, 2022, 2:00 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

A Reinforcement Learning-Based Approach to find the Global Minimum of Atomically Precise Nanoclusters

May 13, 2022, 9:15 AM

2022 MRS Spring Meeting

Elucidating the Mechanisms of Synthesis of Zeolites Using Data Science and Molecular Simulations

May 11, 2022, 1:30 PM

2022 MRS Spring Meeting

GDSPEC—Graph Order and Atomic Density Spectrum for Learning Chemical Environments

May 10, 2022, 2:15 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

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

Nov 30, 2021, 3:00 PM