Troy David Loeffler

8PUBLICATIONS
19CO-AUTHORS
Theory and design of materialsCatalysis and mechanisms of reactionsReinforcement learningFunctional materialsSupramolecular chemistry
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Publications (8)

|Apr 09, 2024
Active and Transfer Learning of High-Dimensional Neural Network Potentials for Transition Metals.

Bilvin Varughese, Sukriti Manna, Troy D Loeffler

|Mar 22, 2022
Advancing Chemical Separations: Unraveling the Structure and Dynamics of Phase Splitting in Liquid-Liquid Extraction.

D Sheyfer, Michael J Servis, Qingteng Zhang

|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

|Jul 21, 2021
Learning with Delayed Rewards-A Case Study on Inverse Defect Design in 2D Materials.

Suvo Banik, Troy David Loeffler, Rohit Batra

|Apr 04, 2019
"Teamwork Makes the Dream Work": Tribal Competition Evolutionary Search as a Surrogate for Free-Energy-Based Structural Predictions.

Troy D Loeffler, Henry Chan, Stephen Gray

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