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Priya L. Donti

Observed names: Donti, Priya, Donti, Priya L., Donti, Priya, L, P. L. Donti, Priya Donti, Priya Donti, Priya L Donti
ORCID: 0000-0002-8503-7464
Observed ORCID: 0000-0002-8503-7464
OpenAlex ID: A5075620331
Tackling Climate Change with Machine Learning
2022 · David Rolnick, Priya L. Donti, et al. · ACM Computing Surveys · 1,914
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Aligning artificial intelligence with climate change mitigation
2022 · Lynn H. Kaack, Priya L. Donti, et al. · Nature Climate Change · 682
Task-based End-to-end Model Learning in Stochastic Optimization
2017 · Donti, Priya L., Amos, Brandon, et al. · arXiv (Cornell University) · 229
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DC3: A learning method for optimization with hard constraints
2021 · Donti, Priya L., Rolnick, David, et al. · arXiv (Cornell University) · 160
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Machine Learning for Sustainable Energy Systems
2021 · Priya L. Donti, J. Zico Kolter · Annual Review of Environment and Resources · 131
Matrix Completion for Low-Observability Voltage Estimation
2019 · Priya L. Donti, Yajing Liu, et al. · IEEE Transactions on Smart Grid · 102
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SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver
2019 · Wang, Po-Wei, Donti, Priya L., et al. · arXiv (Cornell University) · 101
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Enforcing Policy Feasibility Constraints through Differentiable Projection for Energy Optimization
2021 · Bingqing Chen, Priya L. Donti, et al. · ACM International Conference on Future Energy Systems (e-Energy) · 45
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Enforcing robust control guarantees within neural network policies
2020 · Donti, Priya L., Roderick, Melrose, et al. · arXiv (Cornell University) · 43
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Application-Driven Innovation in Machine Learning
2024 · Rolnick, David, Aspuru-Guzik, Alan, et al. · arXiv (Cornell University) · 21
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How Much Are We Saving after All? Characterizing the Effects of Commonly Varying Assumptions on Emissions and Damage Estimates in PJM
2019 · Priya L. Donti, J. Zico Kolter, et al. · Environmental Science & Technology · 20
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Digitizing a sustainable future
2021 · Lucia A. Reisch, Lucas Joppa, et al. · One Earth · 16
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Proceedings of AAAI 2022 Fall Symposium: The Role of AI in Responding to Climate Challenges
2022 · Batarseh, Feras A., Donti, Priya L., et al. · arXiv (Cornell University) · 13
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Adversarially Robust Learning for Security-Constrained Optimal Power Flow
2021 · Donti, Priya L., Agarwal, Aayushya, et al. · arXiv (Cornell University) · 13
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FSNet: Feasibility-Seeking Neural Network for Constrained Optimization with Guarantees
2025 · Hoang Nguyen, Priya Donti · neural information processing systems · 11
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Defining 'Good': Evaluation Framework for Synthetic Smart Meter Data
2024 · Chai, Sheng, Chadney, Gus, et al. · arXiv (Cornell University) · 10
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Artificial Intelligence and Climate Change: Opportunities, considerations, and policy levers to align AI with climate change goals
2020 · Lynn H. Kaack, Priya L. Donti, et al. · OPUS 4 (Zuse Institute Berlin) · 10
Physics-Informed Graph Neural Networks for Robust AC-Optimal Power Flow
2024 · Varbella, Anna, Briens, Damien, et al. · arXiv (Cornell University) · 9
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Employing adversarial robustness techniques for large-scale stochastic optimal power flow
2022 · Aayushya Agarwal, Priya L. Donti, et al. · Electric Power Systems Research · 9
A Vision for Computational Decarbonization of Societal Infrastructure
2025 · David Irwin, Prashant Shenoy, et al. · IEEE Internet Computing · 7
How machine learning can help tackle climate change
2020 · Priya Donti · XRDS Crossroads The ACM Magazine for Students · 4
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Large Scale Bilevel Optimization for N-K SCOPF Using Adversarial Robustness
2025 · Aayushya Agarwal, Priya L. Donti, et al. · IEEE Transactions on Power Systems · 3
Climate change + AI: Tackling climate change with machine learning
2019 · Kelly Kochanski, David Rolnick, et al. · AGU Fall Meeting Abstracts · 3
Predicting the Quality of User Experiences to Improve Productivity and Wellness
2015 · Priya Donti, Jacob Rosenbloom, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 3
PF∆: A Benchmark Dataset for Power Flow under Load, Generation, and Topology Variations
2025 · Ana Rivera Him, Anvita Bhagavathula, et al. · neural information processing systems · 2
Works count: 46
Citation count: 3,595
H-index: 13
I10-index: 18
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