Zeroth-Order SciML: Non-intrusive Integration of Scientific Software with Deep Learning

4 June 2022

Papers citing "Zeroth-Order SciML: Non-intrusive Integration of Scientific Software with Deep Learning"

7 / 7 papers shown

Title
DQC: a Python program package for Differentiable Quantum Chemistry M. F. Kasim S. Lehtola S. Vinko 100 36 0 22 Oct 2021
Combining Differentiable PDE Solvers and Graph Neural Networks for Fluid Flow Prediction Filipe de Avila Belbute-Peres T. Economon J. Zico Kolter AI4CE 95 231 0 08 Jul 2020
A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning Sijia Liu Pin-Yu Chen B. Kailkhura Gaoyuan Zhang A. Hero III P. Varshney 72 232 0 11 Jun 2020
Informed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems Laura von Rueden S. Mayer Katharina Beckh B. Georgiev Sven Giesselbach ... Rajkumar Ramamurthy Michal Walczak Jochen Garcke Christian Bauckhage Jannis Schuecker 71 639 0 29 Mar 2019
Zeroth-Order Stochastic Variance Reduction for Nonconvex Optimization Sijia Liu B. Kailkhura Pin-Yu Chen Pai-Shun Ting Shiyu Chang Lisa Amini 92 183 0 25 May 2018
Junction Tree Variational Autoencoder for Molecular Graph Generation Wengong Jin Regina Barzilay Tommi Jaakkola 352 1,368 0 12 Feb 2018
Grammar Variational Autoencoder Matt J. Kusner Brooks Paige José Miguel Hernández-Lobato BDL DRL 85 843 0 06 Mar 2017