Allegro-Legato: Scalable, Fast, and Robust Neural-Network Quantum Molecular Dynamics via Sharpness-Aware Minimization

Hikaru Ibayashi, Taufeq Mohammed Razakh, Liqiu Yang, Thomas Linker, Marco Olguin, Shinnosuke Hattori, Ye Luo, Rajiv K. Kalia, Aiichiro Nakano, Ken-ichi Nomura, Priya Vashishta. Allegro-Legato: Scalable, Fast, and Robust Neural-Network Quantum Molecular Dynamics via Sharpness-Aware Minimization. In Abhinav Bhatele, Jeff R. Hammond, Marc Baboulin, Carola Kruse, editors, High Performance Computing - 38th International Conference, ISC High Performance 2023, Hamburg, Germany, May 21-25, 2023, Proceedings. Volume 13948 of Lecture Notes in Computer Science, pages 223-239, Springer, 2023. [doi]

Authors

Hikaru Ibayashi

This author has not been identified. Look up 'Hikaru Ibayashi' in Google

Taufeq Mohammed Razakh

This author has not been identified. Look up 'Taufeq Mohammed Razakh' in Google

Liqiu Yang

This author has not been identified. Look up 'Liqiu Yang' in Google

Thomas Linker

This author has not been identified. Look up 'Thomas Linker' in Google

Marco Olguin

This author has not been identified. Look up 'Marco Olguin' in Google

Shinnosuke Hattori

This author has not been identified. Look up 'Shinnosuke Hattori' in Google

Ye Luo

This author has not been identified. Look up 'Ye Luo' in Google

Rajiv K. Kalia

This author has not been identified. Look up 'Rajiv K. Kalia' in Google

Aiichiro Nakano

This author has not been identified. Look up 'Aiichiro Nakano' in Google

Ken-ichi Nomura

This author has not been identified. Look up 'Ken-ichi Nomura' in Google

Priya Vashishta

This author has not been identified. Look up 'Priya Vashishta' in Google