Mechanistic Neural Networks for Scientific Machine Learning

Mechanistic Neural Networks for Scientific Machine Learning

20 February 2024

Francesco Locatello

Papers citing "Mechanistic Neural Networks for Scientific Machine Learning"

5 / 5 papers shown

Title
On Second Order Behaviour in Augmented Neural ODEs Alexander Norcliffe Cristian Bodnar Ben Day Nikola Simidjievski Pietro Lio 51 90 0 12 Jun 2020
Universal Differential Equations for Scientific Machine Learning Christopher Rackauckas Yingbo Ma Julius Martensen Collin Warner K. Zubov R. Supekar Dominic J. Skinner Ali Ramadhan Alan Edelman AI4CE 45 578 0 13 Jan 2020
Augmented Neural ODEs Emilien Dupont Arnaud Doucet Yee Whye Teh BDL 62 622 0 02 Apr 2019
Neural Ordinary Differential Equations T. Chen Yulia Rubanova J. Bettencourt David Duvenaud AI4CE 199 5,024 0 19 Jun 2018
OptNet: Differentiable Optimization as a Layer in Neural Networks Brandon Amos J. Zico Kolter 128 952 0 01 Mar 2017