Valentin Churavy

According to our database, Valentin Churavy authored at least 18 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Oceananigans.jl: A model that achieves breakthrough resolution, memory and energy efficiency in global ocean simulations.

Simone Silvestri, Gregory LeClaire Wagner, Christopher Hill, Matin Raayai Ardakani, Johannes P. Blaschke, Jean-Michel Campin, Valentin Churavy, Navid C. Constantinou, Alan Edelman, John Marshall, Ali Ramadhan, Andre Souza, Raffaele Ferrari

CoRR, 2023

Automated Translation and Accelerated Solving of Differential Equations on Multiple GPU Platforms.

Utkarsh Rajput, Valentin Churavy, Yingbo Ma, Tim Besard, Tim Gymnich, Adam R. Gerlach, Alan Edelman, Christopher Rackauckas

CoRR, 2023

Evaluating performance and portability of high-level programming models: Julia, Python/Numba, and Kokkos on exascale nodes.

William F. Godoy, Pedro Valero-Lara, T. Elise Dettling, Christian Trefftz, Ian Jorquera, Thomas Sheehy, Ross G. Miller, Marc González Tallada, Jeffrey S. Vetter, Valentin Churavy

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

Transparent Checkpointing for Automatic Differentiation of Program Loops Through Expression Transformations.

Michel Schanen, Sri Hari Krishna Narayanan, Sarah Williamson, Valentin Churavy, William S. Moses, Ludger Paehler

Proceedings of the Computational Science - ICCS 2023, 2023

2022

Bridging HPC Communities through the Julia Programming Language.

Valentin Churavy, William F. Godoy, Carsten Bauer, Hendrik Ranocha, Michael Schlottke-Lakemper, Ludovic Räss, Johannes P. Blaschke, Mosè Giordano, Erik Schnetter, Samuel Omlin, Jeffrey S. Vetter, Alan Edelman

CoRR, 2022

Scalable Automatic Differentiation of Multiple Parallel Paradigms through Compiler Augmentation.

William S. Moses, Sri Hari Krishna Narayanan, Ludger Paehler, Valentin Churavy, Michel Schanen, Jan Hückelheim, Johannes Doerfert, Paul D. Hovland

Proceedings of the SC22: International Conference for High Performance Computing, 2022

Batched Second-Order Adjoint Sensitivity for Reduced Space Methods.

François Pacaud, Michel Schanen, Daniel Adrian Maldonado, Alexis Montoison, Valentin Churavy, Julian Samaroo, Mihai Anitescu

Proceedings of the 2022 SIAM Conference on Parallel Processing for Scientific Computing, 2022

Bring the BitCODE-Moving Compute and Data in Distributed Heterogeneous Systems.

Wenbin Lu, Luis E. Peña, Pavel Shamis, Valentin Churavy, Barbara M. Chapman, Steve Poole

Proceedings of the IEEE International Conference on Cluster Computing, 2022

Productivity meets Performance: Julia on A64FX.

Mosè Giordano, Milan Klöwer, Valentin Churavy

Proceedings of the IEEE International Conference on Cluster Computing, 2022

2021

Reverse-mode automatic differentiation and optimization of GPU kernels via enzyme.

William S. Moses, Valentin Churavy, Ludger Paehler, Jan Hückelheim, Sri Hari Krishna Narayanan, Michel Schanen, Johannes Doerfert

Proceedings of the International Conference for High Performance Computing, 2021

2020

Oceananigans.jl: Fast and friendly geophysical fluid dynamics on GPUs.

Ali Ramadhan, Gregory LeClaire Wagner, Chris Hill, Jean-Michel Campin, Valentin Churavy, Tim Besard, Andre Souza, Alan Edelman, Raffaele Ferrari, John Marshall

J. Open Source Softw., 2020

Instead of Rewriting Foreign Code for Machine Learning, Automatically Synthesize Fast Gradients.

William S. Moses, Valentin Churavy

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

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

Liu Yang, Sean Treichler, Thorsten Kurth, Keno Fischer, David A. Barajas-Solano, Joshua Romero, Valentin Churavy, Alexandre M. Tartakovsky, Michael Houston, Prabhat, George E. Karniadakis

CoRR, 2019

Rapid software prototyping for heterogeneous and distributed platforms.

Tim Besard, Valentin Churavy, Alan Edelman, Bjorn De Sutter

Adv. Eng. Softw., 2019

Highly-Ccalable, Physics-Informed GANs for Learning Solutions of Stochastic PDEs.

Liu Yang, Prabhat, George E. Karniadakis, Sean Treichler, Thorsten Kurth, Keno Fischer, David A. Barajas-Solano, Joshua Romero, Valentin Churavy, Alexandre M. Tartakovsky, Michael Houston

Proceedings of the Third IEEE/ACM Workshop on Deep Learning on Supercomputers, 2019

2018

Dynamic Automatic Differentiation of GPU Broadcast Kernels.

Jarrett Revels, Tim Besard, Valentin Churavy, Bjorn De Sutter, Juan Pablo Vielma

CoRR, 2018

2016

Exploring the Space of Viable Configurations in a Model of Metabolism-Boundary Co-construction.

Eran Agmon, Alexander J. Gates, Valentin Churavy, Randall D. Beer

Artif. Life, 2016

2014

Quantifying Robustness in a Spatial Model of Metabolism-Boundary Co-Construction.

Eran Agmon, Alexander J. Gates, Valentin Churavy, Randall D. Beer

Proceedings of the Fourteenth International Conference on the Simulation and Synthesis of Living Systems, 2014