Concepedia

Priya L. Donti

PL

12

Publications

1.1K

Citations

12

H-Index

2017

Active since

Affiliations

Carnegie Mellon University(Current)

McGill University

Mercator Research Institute on Global Commons and Climate Change

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

Top concepts

EngineeringMachine LearningComputer ScienceArtificial IntelligenceData ScienceDeep LearningRobot LearningComputer EngineeringEnergy ManagementSystems Engineering

Publications per year

2017–2022

12

Publications

12

Aligning artificial intelligence with climate change mitigation

Lynn H. Kaack, Priya L. Donti, Emma Strubell et al. · Nature Climate Change · 2022 · 393 citations

Artificial Intelligence, Engineering, Data Science +4

Tackling Climate Change with Machine Learning

David Rolnick, Priya L. Donti, Lynn H. Kaack et al. · ACM Computing Surveys · 2022 · 191 citations · Full text

Task-based End-to-end Model Learning in Stochastic Optimization

Priya L. Donti, Brandon Amos, J. Zico Kolter · arXiv (Cornell University) · 2017 · 126 citations · Full text

Artificial Intelligence, Mathematical Programming, Ultimate Task-based Objective +17

Machine Learning for Sustainable Energy Systems

Priya L. Donti, J. Zico Kolter · Annual Review of Environment and Resources · 2021 · 94 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Matrix Completion for Low-Observability Voltage Estimation

Priya L. Donti, Yajing Liu, Andreas Schmitt et al. · IEEE Transactions on Smart Grid · 2019 · 92 citations

Engineering, Power Grid Operation, Distribution System Control +17

Rows per page

1–5 of 12