18 citations · 37 across the 8 of their papers we have counts for
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cond-mat.stat-mech2022★ 8 cited
Thermodynamics-inspired Explanations of Artificial Intelligence
Shams Mehdi, Pratyush Tiwary
In recent years, predictive machine learning methods have gained prominence in various scientific domains. However, due to their black-box nature, it is essential to establish trus…
physics.chem-ph2022
Quantifying Energetic and Entropic Pathways in Molecular Systems
E. R. Beyerle, Shams Mehdi, Pratyush Tiwary
When examining dynamics occurring at non-zero temperatures, both energy and entropy must be taken into account while describing activated barrier crossing events. Furthermore, good…