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iMatSci
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Presenter
Aditya
Koneru
Presentations by this Author
2024 MRS Spring Meeting
Physics Informed Neural Network based Symbolic Regression for Interatomic Potentials Using Reinforcement Learning
Apr 26, 2024, 11:45 AM
2024 MRS Spring Meeting
Reinforcement Learning Informed Growth Dynamics in 2D Materials
Apr 25, 2024, 4:30 PM
2024 MRS Spring Meeting
Thermal Transport in 2D Materials Using Tersoff Interatomic Potentials
Apr 24, 2024, 5:00 PM
2023 MRS Fall Meeting
Exploring Zeolite Interatomic Potentials Through Multi-Reward Reinforcement Learning
Nov 29, 2023, 4:00 PM
2023 MRS Fall Meeting
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
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
Accelerating the Discovery of Two-Dimensional Interfaces with Graph Neural Network and Evolutionary Search
Nov 29, 2023, 9:15 AM
2023 MRS Fall Meeting
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
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