Santosh K. Suram

According to our database, Santosh K. Suram authored at least 7 papers between 2014 and 2024.

Collaborative distances:

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

2024

UniMat: Unifying Materials Embeddings through Multi-modal Learning.

Janghoon Ock, Joseph H. Montoya, Daniel Schweigert, Linda Hung, Santosh K. Suram, Weike Ye

CoRR, 2024

2020

BEEP: A Python library for Battery Evaluation and Early Prediction.

Patrick K. Herring, Chirranjeevi Balaji Gopal, Muratahan Aykol, Joseph H. Montoya, Abraham Anapolsky, Peter M. Attia, William Gent, Jens S. Hummelshøj, Linda Hung, Ha-Kyung Kwon, Patrick Moore, Daniel Schweigert, Kristen A. Severson, Santosh K. Suram, Zi Yang, Richard D. Braatz, Brian D. Storey

SoftwareX, 2020

2018

Phase Mapper: Accelerating Materials Discovery with AI.

Junwen Bai, Yexiang Xue, Johan Bjorck, Ronan Le Bras, Brendan Rappazzo, Richard Bernstein, Santosh K. Suram, Robert Bruce van Dover, John M. Gregoire, Carla P. Gomes

AI Mag., 2018

2017

Relaxation Methods for Constrained Matrix Factorization Problems: Solving the Phase Mapping Problem in Materials Discovery.

Junwen Bai, Johan Bjorck, Yexiang Xue, Santosh K. Suram, John M. Gregoire, Carla P. Gomes

Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2017

Phase-Mapper: An AI Platform to Accelerate High Throughput Materials Discovery.

Yexiang Xue, Junwen Bai, Ronan Le Bras, Brendan Rappazzo, Richard Bernstein, Johan Bjorck, Liane Longpre, Santosh K. Suram, Robert Bruce van Dover, John M. Gregoire, Carla P. Gomes

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2015

Pattern Decomposition with Complex Combinatorial Constraints: Application to Materials Discovery.

Stefano Ermon, Ronan Le Bras, Santosh K. Suram, John M. Gregoire, Carla P. Gomes, Bart Selman, Robert Bruce van Dover

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Challenges in Materials Discovery - Synthetic Generator and Real Datasets.

Ronan Le Bras, Richard Bernstein, John M. Gregoire, Santosh K. Suram, Carla P. Gomes, Bart Selman, R. Bruce van Dover

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014