External Grant Awards

• Co-PI of Energy EarthShot C-STEEL: "Center for Steel Electrification by Electrosynthesis", Total award US$19M/ 4 years, with ∼ US$1M to Ganesh Sivaraman’s research. : Funded by U.S. Department of Energy (DoE) Year : 2023-2027.

Internal Laboratory Directed Research and Development Grant Award

• LDRD-Prime Project: Predicting degradation of microplastics with a deep learning approach Award size: $50,000, Role : co-PI, Year:2022-2022.
• LDRD-Prime Project: Deep learning driven discovery of synthesis pathways and reaction condition predictions of covalent organic frameworks, Award size: $50,000, Role : PI, Year : 2022-2022.
• LDRD-Prime Project: Creating a robust and scalable framework for on-demand analysis and AI-based experiment steering, Award size: $300,000, Role : Co-PI, Year : 2020-2021.
• LDRD-Advanced Computing Project: An Active Learning Workflow for Machine Learning Forcefield Automation, Award size: $70,000, Role : Co-PI, Year : 2020-2021; Year : 2020-2021.
• LDRD-Seed Project: High-Energy X-ray Diffraction and Machine Learning Driven Molecular Dynamics Simulation Study of Molten Chloride Salts, Award size: $35,000, Role : Co-PI, Year : 2021-2021.

Computing Awards

• ALCF Director’s Discretionary Allocation Program: Benchmark of GPU based real space and plane wave DFT codes, Award size: 4,000 node-hours, Role : PI, Year : 2022-2023.
• ALCF Director’s Discretionary Allocation Program: Automated active learning on ALCF for machine learning forcefield automation, Award size: 10,000 node-hours, Role : PI, Year : 2020-2022
• U.S. DOE ASCR Leadership Computing Challenge Project: Accelerated catalyst discovery from first principles simulations and machine learning, Award size: 240,000 node-hours, Role : Co-PI, Year : 2019-2020.
• ALCF Data Science Program Project: Data-driven molecular engineering of solar powered windows, Award size: 40,000 node-hours, Role : Co-PI, Year : 2017-2019.