Aditya Koneru

5PUBLICATIONS
12CO-AUTHORS
Statistical mechanics, physical combinatorics and mathematical aspects of condensed matterCrystallographyNumerical modelling and mechanical characterisationReinforcement learning
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Publications (5)

|Feb 19, 2026
Hierarchical Reinforcement Learning of a Short-Range Bond-Order Potential for Silica: Analytic Embedding of Coordination with Classical Efficiency.

Aditya Koneru, Henry Chan, Valeria Molinero

|Jun 05, 2025
From Nonclassical to Classical: Crystallization Seeds Reshape Nucleation Mechanisms.

Carlos Chu-Jon, Eli Martinez, Andressa A Bertolazzo

|Sep 16, 2024
Machine Learning a Simple Interpretable Short-Range Potential for Silica.

Aditya Koneru, Henry Chan, Sukriti Manna

|Jun 14, 2024
Ab Initio-Based Bond Order Potential for Arsenene Polymorphs Developed via Hierarchical Reinforcement Learning.

Aditya Koneru, Adil Muhammed, Karthik Balasubramanian

|Feb 17, 2022
Multi-reward Reinforcement Learning Based Bond-Order Potential to Study Strain-Assisted Phase Transitions in Phosphorene.

Aditya Koneru, Rohit Batra, Sukriti Manna

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