A Forward-Backward Approach for Visualizing Information Flow in Deep Networks. - Aditya Balu; Thanh Van Nguyen; Apurva Kokate; Chinmay Hegde; Soumik Sarkar (CoRR, 2017)

Interpretable deep learning for guided structure-property explorations in photovoltaics. - Balaji Sesha Sarath Pokuri; Sambuddha Ghosal; Apurva Kokate; Baskar Ganapathysubramanian; Soumik Sarkar (CoRR, 2018)