Amit Samanta

According to our database, Amit Samanta authored at least 3 papers between 2025 and 2026.

Collaborative distances:

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

2026

Unsupervised atomic data mining via multi-kernel graph autoencoders for machine learning force fields.

Hong Sun, Joshua A. Vita, Amit Samanta, Vincenzo Lordi

Mach. Learn. Sci. Technol., 2026

2025

Composable and adaptive design of machine learning interatomic potentials guided by Fisher-information analysis.

Weishi Wang, Mark K. Transtrum, Vincenzo Lordi, Vasily V. Bulatov, Amit Samanta

CoRR, April, 2025

LTAU-FF: Loss Trajectory Analysis for Uncertainty in atomistic Force Fields.

Joshua A. Vita, Amit Samanta, Fei Zhou, Vincenzo Lordi

Mach. Learn. Sci. Technol., 2025