Balaji Sesha Sarath Pokuri

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 8

Top Topics

Expectation Maximization

Generative Model

Maximum Entropy Principle

Top Venues

ACM Trans. Math. Softw.

J. Chem. Inf. Model.

Nat. Comput. Sci.

Publications

Balaji Sesha Sarath Pokuri, Alec Lofquist, Chad Risko, Baskar Ganapathysubramanian
Algorithm 1025: PARyOpt: A Software for Parallel Asynchronous Remote Bayesian Optimization. ACM Trans. Math. Softw. 48 (2) (2022)
Xian Yeow Lee, Joshua R. Waite, Chih-Hsuan Yang, Balaji Sesha Sarath Pokuri, Ameya Joshi, Aditya Balu, Chinmay Hegde, Baskar Ganapathysubramanian, Soumik Sarkar
Fast inverse design of microstructures via generative invariance networks. Nat. Comput. Sci. 1 (3) (2021)
Shi Li, Balaji Sesha Sarath Pokuri, Sean M. Ryno, Asare Nkansah, Camron De'vine, Baskar Ganapathysubramanian, Chad M. Risko
Determination of the Free Energies of Mixing of Organic Solutions through a Combined Molecular Dynamics and Bayesian Statistics Approach. J. Chem. Inf. Model. 60 (3) (2020)
Ameya Joshi, Minsu Cho, Viraj Shah, Balaji Sesha Sarath Pokuri, Soumik Sarkar, Baskar Ganapathysubramanian, Chinmay Hegde
InvNet: Encoding Geometric and Statistical Invariances in Deep Generative Models. AAAI (2020)
Viraj Shah, Ameya Joshi, Sambuddha Ghosal, Balaji Sesha Sarath Pokuri, Soumik Sarkar, Baskar Ganapathysubramanian, Chinmay Hegde
Encoding Invariances in Deep Generative Models. CoRR (2019)
Balaji Sesha Sarath Pokuri, Alec Lofquist, Chad M. Risko, Baskar Ganapathysubramanian
PARyOpt: A software for Parallel Asynchronous Remote Bayesian Optimization. CoRR (2018)
Rahul Singh, Viraj Shah, Balaji Sesha Sarath Pokuri, Soumik Sarkar, Baskar Ganapathysubramanian, Chinmay Hegde
Physics-aware Deep Generative Models for Creating Synthetic Microstructures. CoRR (2018)
Balaji Sesha Sarath Pokuri, Sambuddha Ghosal, Apurva Kokate, Baskar Ganapathysubramanian, Soumik Sarkar
Interpretable deep learning for guided structure-property explorations in photovoltaics. CoRR (2018)