Sergei Tretiak

According to our database, Sergei Tretiak authored at least 8 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Deep Generative Learning of Magnetic Frustration in Artificial Spin Ice from Magnetic Force Microscopy Images.

Arnab Neogi, Suryakant Mishra, Prasad P. Iyer, Tzu-Ming Lu, Ezra Bussmann, Sergei Tretiak, Andrew Crandall Jones, Jian-Xin Zhu

CoRR, July, 2025

SA-GAT-SR: Self-Adaptable Graph Attention Networks with Symbolic Regression for high-fidelity material property prediction.

Junchi Liu, Ying Tang, Sergei Tretiak, Wenhui Duan, Liujiang Zhou

CoRR, May, 2025

Tuning Electronic Relaxation of Nanorings Through Their Interlocking.

Laura Alfonso-Hernandez, Victor M. Freixas, Tammie Gibson, Sergei Tretiak, Sebastian Fernandez Alberti

J. Comput. Chem., 2025

2023

Uncertainty-driven dynamics for active learning of interatomic potentials.

Maksim Kulichenko, Kipton Barros, Nicholas Lubbers, Ying Wai Li, Richard A. Messerly, Sergei Tretiak, Justin S. Smith, Benjamin T. Nebgen

Nat. Comput. Sci., 2023

2022

Modeling excited-state molecular dynamics beyond the Born-Oppenheimer regime.

Tammie R. Nelson, Sebastian Fernandez Alberti, Sergei Tretiak

Nat. Comput. Sci., 2022

2021

Molecular Dynamics on Quantum Annealers.

Igor Gayday, Dmitri Babikov, Alexander Teplukhin, Brian K. Kendrick, Susan M. Mniszewski, Yu Zhang, Sergei Tretiak, Pavel A. Dub

CoRR, 2021

2020

Downfolding the Molecular Hamiltonian Matrix using Quantum Community Detection.

Susan M. Mniszewski, Pavel A. Dub, Sergei Tretiak, Petr M. Anisimov, Yu Zhang, Christian F. A. Negre

CoRR, 2020

Automated discovery of a robust interatomic potential for aluminum.

Justin S. Smith, Benjamin T. Nebgen, Nithin Mathew, Jie Chen, Nicholas Lubbers, Leonid Burakovsky, Sergei Tretiak, Hai Ah Nam, Timothy C. Germann, Saryu Fensin, Kipton Barros

CoRR, 2020