Assistant Professor at MIT, working on robust and physics-informed machine learning for power grids. Co-founder and Chair of Climate Change AI.
Highlights
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locuslab/robust-nn-control
locuslab/robust-nn-control PublicEnforcing robust control guarantees within neural network policies
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locuslab/e2e-model-learning
locuslab/e2e-model-learning PublicTask-based end-to-end model learning in stochastic optimization
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locuslab/SATNet
locuslab/SATNet PublicBridging deep learning and logical reasoning using a differentiable satisfiability solver.
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emissions-assumptions
emissions-assumptions PublicAssessing the effects of commonly-varying assumptions on emissions and damage estimates in PJM
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locuslab/DC3
locuslab/DC3 PublicDC3: A Learning Method for Optimization with Hard Constraints
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