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Alpha A. Lee

University of Cambridge

40

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Bayesian unsupervised learning reveals hidden structure in concentrated electrolytes

2021 Journal of Chemical Physics
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CACHE (Critical Assessment of Computational Hit-finding Experiments): A public-private partnership benchmarking initiative to enable the development of computational methods for hit-finding

2021 ChemRxiv
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Mechanistic insight into the chemical treatments of monolayer transition metal disulfides for photoluminescence enhancement.

2021
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Learning the molecular grammar of protein condensates from sequence determinants and embeddings.

2021 Proceedings of the National Academy of Sciences of the United States of America
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Identifying degradation patterns of lithium ion batteries from impedance spectroscopy using machine learning.

2020
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Geometry of Energy Landscapes and the Optimizability of Deep Neural Networks

2020 Physical Review Letters
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The Photoswitch Dataset: A Molecular Machine Learning Benchmark for the Advancement of Synthetic Chemistry

2020 arXiv: Chemical Physics
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Archetypal landscapes for deep neural networks.

2020 Proceedings of the National Academy of Sciences of the United States of America
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Fluctuation-induced force in homogeneous isotropic turbulence

2020 Science Advances
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Identifying degradation patterns of lithium ion batteries from impedance spectroscopy using machine learning

2020 Nature Communications
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Citations (72)