Enabling robust offline active learning for machine learning potentials using simple physics-based priors
Shuaibi, Muhammed, Sivakumar, Saurabh, Chen, Rui Qi, and Ulissi, W. Zachary. Machine Learning Science & Technology
Posts by Collection
publications
Offline Active Learning for Saddle point searches
Sivakumar, Saurabh,Shuaibi, Muhammed, Adams,Matthew, and Ulissi, W. Zachary. AIChE Fall 2020 Conference
Developing an integrated experiment theory approach to provide new insights into heterogeneous catalysis using atomically dispersed materials
Sivakumar, Saurabh,Price, Trevor,Ethirajan,Sudheesh, Kulkarni,Ambar, and Kronawitter, Coleman. UC Davis - Sandia Symposium 2022
Cluster-MLP: An Active Learning Genetic Algorithm Framework for Accelerated Discovery of Global Minimum Configurations of Pure and Alloyed Nanoclusters
Rajesh K. Raju, Saurabh Sivakumar, Xiaoxiao Wang, and Zachary W. Ulissi.Journal of Chemical Information and Modeling
teaching
Teaching experience 1
Undergraduate course, University of California Davis, Chemical Engineering, 2022