Renewable Energy and Data Science
INVITED · Y15 · ID: 24026
Presentations
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Advancing Nano- and Quantum Photonics with Machine Learning
ORAL · Invited
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Presenters
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Alexandra Boltasseva
Purdue University
Authors
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Alexandra Boltasseva
Purdue University
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Chemical Stability of Perovskite Semiconductors: Kinetics of Degradation and Machine Learning Models of Device Lifetime
ORAL · Invited
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Publication: 1. Siegler, T.D., Dunlap-Shohl, W.A., Meng, Y., Kau, W.F., Sunkari, P.P., Tsai, C., Armstrong, Z.J., Chen, Y., Beck, D.A.C., Meila, M., Hillhouse, H.W., "Water-Accelerated Photo-oxidation of CH3NH3PbI3 Perovskite: Mechanism, rate orders, and rate constants," ChemRXiv 2021, doi.org/10.33774/chemrxiv-2021-30ggh, June 21, 2021. <br><br>2. Stoddard, R.J., Dunlap-Shohl, W.A., Qiao, H., Meng, Y., Kau, W.F., Hillhouse, H.W. "Forecasting the Decay of Hybrid Perovskite Performance Using Optical Transmittance or Reflected Dark-Field Imaging," ACS Energy Lett. 2020, 5, 3, 946-954.<br>
Presenters
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Hugh W Hillhouse
University of Washington
Authors
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Hugh W Hillhouse
University of Washington
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Combining AI Reasoning and Machine Learning for Accelerating Materials Discovery
ORAL · Invited
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Presenters
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Carla P Gomes
Cornell, Cornell University, Department of Computer Science, Cornell University, Ithaca, NY, USA
Authors
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Carla P Gomes
Cornell, Cornell University, Department of Computer Science, Cornell University, Ithaca, NY, USA
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Automated experiment in microscopy towards discovering new physics and new materials
ORAL · Invited
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Presenters
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Sergei V Kalinin
Oak Ridge National Lab, Center for Nanophase Materials Sciences, Oak Ridge National Laboratory, Oak Ridge National Laboratory
Authors
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Sergei V Kalinin
Oak Ridge National Lab, Center for Nanophase Materials Sciences, Oak Ridge National Laboratory, Oak Ridge National Laboratory
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