Leveraging high-throughput screening data, deep neural networks, and conditional generative adversarial networks to advance predictive toxicology
Green, Adrian J, Mohlenkamp, Martin J, Das, Jhuma, Chaudhari, Meenal, Truong, Lisa, Tanguay, Robyn L, Reif, David M
Published in PLoS computational biology (01.07.2021)
Published in PLoS computational biology (01.07.2021)
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Journal Article
Multivariate Regression and Machine Learning with Sums of Separable Functions
Beylkin, Gregory, Garcke, Jochen, Mohlenkamp, Martin J.
Published in SIAM journal on scientific computing (01.01.2009)
Published in SIAM journal on scientific computing (01.01.2009)
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Journal Article
Numerical Operator Calculus in Higher Dimensions
Beylkin, Gregory, Mohlenkamp, Martin J.
Published in Proceedings of the National Academy of Sciences - PNAS (06.08.2002)
Published in Proceedings of the National Academy of Sciences - PNAS (06.08.2002)
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Journal Article
Thermal comfort in environments with different vertical air temperature gradients
Möhlenkamp, Martin, Schmidt, Martin, Wesseling, Mark, Wick, Andreas, Gores, Ingo, Müller, Dirk
Published in Indoor air (01.01.2019)
Published in Indoor air (01.01.2019)
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Journal Article
Learning to Predict Physical Properties using Sums of Separable Functions
d'Avezac, Mayeul, Botts, Ryan, Mohlenkamp, Martin J., Zunger, Alex
Published in SIAM journal on scientific computing (01.01.2011)
Published in SIAM journal on scientific computing (01.01.2011)
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Journal Article
Fast Spectral Projection Algorithms for Density-Matrix Computations
Beylkin, Gregory, Coult, Nicholas, Mohlenkamp, Martin J
Published in Journal of computational physics (10.06.1999)
Published in Journal of computational physics (10.06.1999)
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Journal Article
Approximating a Wavefunction as an Unconstrained Sum of Slater Determinants
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Journal Article