
About
Priya Donti is an Assistant Professor and the Silverman (1968) Family Career Development Professor in the Department of Electrical Engineering and Computer Science (EECS) and the Laboratory for Information & Decision Systems (LIDS) at MIT. Her research bridges machine learning with high-renewables power grid forecasting, optimization, and control.
- Education: BS in computer science and mathematics from Harvey Mudd College; PhD in computer science and public policy from Carnegie Mellon University.
Her work focuses on integrating physical constraints and domain knowledge into deep learning models for power systems, advancing physics-informed machine learning. She also explores computational decarbonization, generative AI sustainability, and policy-aligned optimization. Recent publications emphasize adversarial robustness, constrained optimization, and reinforcement learning in grid operations.
Scientific Awards:
- AI2050 Early Career Fellow
- MIT Technology Review Innovators Under 35
- ACM SIGEnergy Doctoral Dissertation Award
- NSF Graduate Research Fellow
Priya is a co-founder and chair of Climate Change AI, a nonprofit catalyzing climate-ML research. She joined MIT in September 2023 after postdoctoral work at Cornell Tech. Her affiliations include LIDS and the MIT Schwarzman College of Computing.
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