Wavelet Scattering Networks for Atomistic Systems with Extrapolation of
Material Properties

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Wavelet Scattering Networks for Atomistic Systems with Extrapolation of Material Properties

1 June 2020

Xavier Brumwell

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Papers citing "Wavelet Scattering Networks for Atomistic Systems with Extrapolation of Material Properties"

14 / 14 papers shown

Title
Machine learning for molecular simulation Frank Noé A. Tkatchenko K. Müller C. Clementi AI4CE 80 665 0 07 Nov 2019
Steerable Wavelet Scattering for 3D Atomic Systems with Application to Li-Si Energy Prediction Xavier Brumwell Paul Sinz K. Kim Y. Qi M. Hirn 46 8 0 21 Nov 2018
Solid Harmonic Wavelet Scattering for Predictions of Molecule Properties Michael Eickenberg Georgios Exarchakis M. Hirn S. Mallat L. Thiry 62 70 0 01 May 2018
A high-bias, low-variance introduction to Machine Learning for physicists Pankaj Mehta Marin Bukov Ching-Hao Wang A. G. Day C. Richardson Charles K. Fisher D. Schwab AI4CE 111 879 0 23 Mar 2018
Tensor field networks: Rotation- and translation-equivariant neural networks for 3D point clouds Nathaniel Thomas Tess E. Smidt S. Kearnes Lusann Yang Li Li Kai Kohlhoff Patrick F. Riley 3DPC 105 979 0 22 Feb 2018
Deep Potential Molecular Dynamics: a scalable model with the accuracy of quantum mechanics Linfeng Zhang Jiequn Han Han Wang R. Car E. Weinan 72 1,158 0 30 Jul 2017
SchNet: A continuous-filter convolutional neural network for modeling quantum interactions Kristof T. Schütt Pieter-Jan Kindermans Huziel Enoc Sauceda Felix Stefan Chmiela A. Tkatchenko K. Müller 157 1,087 0 26 Jun 2017
Neural Message Passing for Quantum Chemistry Justin Gilmer S. Schoenholz Patrick F. Riley Oriol Vinyals George E. Dahl 598 7,500 0 04 Apr 2017
Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation Albert Gatt E. Krahmer LM&MA ELM 136 828 0 29 Mar 2017
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation Melvin Johnson M. Schuster Quoc V. Le M. Krikun Yonghui Wu ... F. Viégas Martin Wattenberg Gregory S. Corrado Macduff Hughes Jeffrey Dean 131 2,096 0 14 Nov 2016
By-passing the Kohn-Sham equations with machine learning Felix Brockherde Leslie Vogt Li Li M. Tuckerman K. Burke K. Müller AI4CE 80 607 0 09 Sep 2016
Wavelet Scattering Regression of Quantum Chemical Energies M. Hirn S. Mallat N. Poilvert 61 95 0 16 May 2016
Fast and Accurate Modeling of Molecular Atomization Energies with Machine Learning M. Rupp A. Tkatchenko K. Müller O. A. von Lilienfeld AI4CE 203 1,592 0 12 Sep 2011
Group Invariant Scattering S. Mallat 126 993 0 12 Jan 2011