Amit Samanta

According to our database, Amit Samanta authored at least 3 papers in 2025.

Collaborative distances:

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

2025

Unsupervised Atomic Data Mining via Multi-Kernel Graph Autoencoders for Machine Learning Force Fields.

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

CoRR, September, 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