47 citations · 108 across the 28 of their papers we have counts for
3 papers · 1 filter
dPOLY: Deep Learning of Polymer Phases and Phase Transition
Debjyoti Bhattacharya, Tarak K Patra
Machine learning (ML) and artificial intelligence (AI) have the remarkable ability to classify, recognize, and characterize complex patterns and trends in large data sets. Here, we…
Active Learning A Neural Network Model For Gold Clusters \& Bulk From Sparse First Principles Training Data
Troy D Loeffler, Sukriti Manna, Tarak K Patra +3
Small metal clusters are of fundamental scientific interest and of tremendous significance in catalysis. These nanoscale clusters display diverse geometries and structural motifs d…
Accelerating Copolymer Inverse Design using AI Gaming algorithm
Tarak K Patra, Troy D. Loeffler, Subramanian K R S Sankaranarayanan
There exists a broad class of sequencing problems, for example, in proteins and polymers that can be formulated as a heuristic search algorithm that involve decision making akin to…