Priya L. Donti - Concepedia

Author

Priya L. Donti

Carnegie Mellon University ORCID

Also Known As

Donti, Priya L., Priya Donti, Priya L. Donti, Rolnick, David

Publications

1.9K

Citations

H-Index

Concepts

All Affiliations

Carnegie Mellon University McGill University Hertie School ETH Zurich Mercator Research Institute on Global Commons and Climate Change

About

Priya L. Donti is an author at Carnegie Mellon University specializing in engineering, machine learning, and artificial intelligence.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	9	9	873
2	Computer Science	5	5	279
3	Computer Engineering	4	4	202
4	Data Science	4	4	656
5	Education	1	1	15

Priya L. Donti

Publications

1.1K

Citations

H-Index

Page 1

	Year	Citations
Aligning artificial intelligence with climate change mitigation Lynn H. Kaack, Priya L. Donti, Emma Strubell, Nature Climate Change Artificial IntelligenceEngineeringData ScienceArtificial General IntelligenceClimate Policy	2022	393
Tackling Climate Change with Machine Learning David Rolnick, Priya L. Donti, Lynn H. Kaack, ACM Computing Surveys	2022	191
Task-based End-to-end Model Learning in Stochastic Optimization Priya L. Donti, Brandon Amos, J. Zico Kolter arXiv (Cornell University) Artificial IntelligenceMathematical ProgrammingUltimate Task-based ObjectiveEngineeringMachine Learning	2017	126
Machine Learning for Sustainable Energy Systems Priya L. Donti, J. Zico Kolter Annual Review of Environment and Resources Artificial IntelligenceEngineeringMachine LearningMachine Learning ToolSustainable Energy Production	2021	94
Matrix Completion for Low-Observability Voltage Estimation Priya L. Donti, Yajing Liu, Andreas Schmitt, IEEE Transactions on Smart Grid EngineeringPower Grid OperationDistribution System ControlMatrix CompletionState Estimation	2019	92
DC3: A learning method for optimization with hard constraints Priya L. Donti, David Rolnick, J. Zico Kolter arXiv (Cornell University) Mathematical ProgrammingArtificial IntelligenceModel OptimizationEngineeringMachine Learning	2021	63
SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver Po-Wei Wang, Priya L. Donti, Bryan Wilder, arXiv (Cornell University) Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningAi Foundation	2019	43
SATNet: Bridging deep learning and logical reasoning using a\n differentiable satisfiability solver Po-Wei Wang, Priya L. Donti, Bryan Wilder, arXiv (Cornell University)	2019	36
Enforcing Policy Feasibility Constraints through Differentiable Projection for Energy Optimization Bingqing Chen, Priya L. Donti, Kyri Baker, EngineeringMachine LearningEnergy EfficiencyConstrained OptimizationLearning Control	2021	35
How Much Are We Saving after All? Characterizing the Effects of Commonly Varying Assumptions on Emissions and Damage Estimates in PJM Priya L. Donti, J. Zico Kolter, Inês L. Azevedo Environmental Science & Technology	2019	18

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