Aditya Koneru

Presentation History

2024 MRS Spring Meeting & Exhibit

Thermal Transport in 2D Materials Using Tersoff Interatomic Potentials

Apr 24, 2024, 5:00 PM

2023 MRS Fall Meeting & Exhibit

Exploring Zeolite Interatomic Potentials Through Multi-Reward Reinforcement Learning

Nov 29, 2023, 4:00 PM

2023 MRS Fall Meeting & Exhibit

Comparison of an RL-Trained Model for Silicene with State-Of-The-Art Physics-Based and ML Models

Nov 29, 2023, 3:45 PM

2023 MRS Fall Meeting & Exhibit

Learning an Ab Initio-Based Bond Order Potential to Investigate Mechanical and Thermal Properties of Bismuthene

Nov 29, 2023, 11:15 AM

2023 MRS Fall Meeting & Exhibit

Accelerating the Discovery of Two-Dimensional Interfaces with Graph Neural Network and Evolutionary Search

Nov 29, 2023, 9:15 AM

2023 MRS Fall Meeting & Exhibit

Meta-Learning—Efficient Force-Field Parameterization for Accurate Molecular Simulations

Nov 28, 2023, 11:30 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

Data Problems in Materials Modeling and Closed-Loop Experiments

May 10, 2022, 4:30 PM

2022 MRS Spring Meeting

Machine Learning for Exploration of Defects in 2D Grain Boundaries

May 10, 2022, 4:15 PM

2022 MRS Spring Meeting

Multi-Reward Reinforcement Learning Based Inter-Atomic Potential Models for Silica

May 10, 2022, 2:30 PM

2022 MRS Spring Meeting

Autonomous Reinforcement Learning Approach for Development of Reactive Potentials for Energy Applications

May 8, 2022, 2:00 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

Unsupervised Machine Learning for Autonomous Parameterization of Classical Hamiltonian

Nov 30, 2021, 4:15 PM