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Michael J. Willatt

swiss federal institutes of technology domain

11H-index
33Paper Count
918Citation Count
Published Papers 9
Publication Date
Comment on Manifolds of quasi-constant SOAP and ACSF fingerprints and the resulting failure to machine learn four-body interactions [J. Chem. Phys. 156, 034302 (2022)]
err2022-11-02
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errPozdnyakov, Sergey N. N.; Willatt, Michael J. J.; Bartok, Albert P. P.; Ortner, Christoph; Csanyi, Gabor; Ceriotti, Michele
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Efficient implementation of atom-density representations
err2021-03-16
err43
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errMusil, Felix; Veit, Max; Goscinski, Alexander; Fraux, Guillaume; Willatt, Michael J.; Stricker, Markus; Junge, Till; Ceriotti, Michele
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Path-integral dynamics of water using curvilinear centroids
err2019-08-05
err46
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errTrenins, George; Willatt, Michael J.; Althorpe, Stuart C.
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Atom-density representations for machine learning
err2019-04-17
err135
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errWillatt, Michael J.; Musil, Flix; Ceriotti, Michele
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Fast and Accurate Uncertainty Estimation in Chemical Machine Learning
err2019-01-03
err127
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errMusil, Felix; Willatt, Michael J.; Langovoy, Mikhail A.; Ceriotti, Michele
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Approximating Matsubara dynamics using the planetary model: Tests on liquid water and ice
err2018-01-12
err33
errOAAI
errWillatt, Michael J.; Ceriotti, Michele; Althorpe, Stuart C.
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Boltzmann-conserving classical dynamics in quantum time-correlation functions: Matsubara dynamics
err2015-04-02
err110
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errHele, Timothy J. H.; Willatt, Michael J.; Muolo, Andrea; Althorpe, Stuart C.
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