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Picture for Keno Fischer

Highly-scalable, physics-informed GANs for learning solutions of stochastic PDEs

Oct 29, 2019
Liu Yang, Sean Treichler, Thorsten Kurth, Keno Fischer, David Barajas-Solano, Josh Romero, Valentin Churavy, Alexandre Tartakovsky, Michael Houston, Prabhat, George Karniadakis

* 3rd Deep Learning on Supercomputers Workshop (DLS) at SC19 

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A Differentiable Programming System to Bridge Machine Learning and Scientific Computing

Jul 18, 2019
Mike Innes, Alan Edelman, Keno Fischer, Chris Rackauckas, Elliot Saba, Viral B Shah, Will Tebbutt

* Submitted to NeurIPS 2019 

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Fashionable Modelling with Flux

Nov 01, 2018
Michael Innes, Elliot Saba, Keno Fischer, Dhairya Gandhi, Marco Concetto Rudilosso, Neethu Mariya Joy, Tejan Karmali, Avik Pal Singh, Viral Shah

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Automatic Full Compilation of Julia Programs and ML Models to Cloud TPUs

Oct 23, 2018
Keno Fischer, Elliot Saba

* Submitted to SysML 2019 

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