Valentin Churavy

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 22

Top Topics

Programming Language

Heterogeneous Systems

Top Venues

Publications

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
Evaluating performance and portability of high-level programming models: Julia, Python/Numba, and Kokkos on exascale nodes. CoRR (2023)
Simone Silvestri, Gregory LeClaire Wagner, Christopher Hill, Matin Raayai Ardakani, Johannes Blaschke, Jean-Michel Campin, Valentin Churavy, Navid C. Constantinou, Alan Edelman, John Marshall, Ali Ramadhan, Andre Souza, Raffaele Ferrari
Oceananigans.jl: A model that achieves breakthrough resolution, memory and energy efficiency in global ocean simulations. CoRR (2023)
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
Evaluating performance and portability of high-level programming models: Julia, Python/Numba, and Kokkos on exascale nodes. IPDPS Workshops (2023)
Michel Schanen, Sri Hari Krishna Narayanan, Sarah Williamson, Valentin Churavy, William S. Moses, Ludger Paehler
Transparent Checkpointing for Automatic Differentiation of Program Loops Through Expression Transformations. ICCS (3) (2023)
Utkarsh Rajput, Valentin Churavy, Yingbo Ma, Tim Besard, Tim Gymnich, Adam R. Gerlach, Alan Edelman, Christopher Rackauckas
Automated Translation and Accelerated Solving of Differential Equations on Multiple GPU Platforms. CoRR (2023)
Valentin Churavy, William F. Godoy, Carsten Bauer, Hendrik Ranocha, Michael Schlottke-Lakemper, Ludovic Räss, Johannes Blaschke, Mosè Giordano, Erik Schnetter, Samuel Omlin, Jeffrey S. Vetter, Alan Edelman
Bridging HPC Communities through the Julia Programming Language. CoRR (2022)
François Pacaud, Michel Schanen, Daniel Adrian Maldonado, Alexis Montoison, Valentin Churavy, Julian Samaroo, Mihai Anitescu
Batched Second-Order Adjoint Sensitivity for Reduced Space Methods. CoRR (2022)
Mosè Giordano, Milan Klöwer, Valentin Churavy
Productivity meets Performance: Julia on A64FX. CoRR (2022)
Wenbin Lu, Luis E. Peña, Pavel Shamis, Valentin Churavy, Barbara M. Chapman, Steve Poole
Bring the BitCODE-Moving Compute and Data in Distributed Heterogeneous Systems. CLUSTER (2022)
Wenbin Lu, Luis E. Peña, Pavel Shamis, Valentin Churavy, Barbara M. Chapman, Steve Poole
Bring the BitCODE - Moving Compute and Data in Distributed Heterogeneous Systems. CoRR (2022)
William S. Moses, Sri Hari Krishna Narayanan, Ludger Paehler, Valentin Churavy, Michel Schanen, Jan Hückelheim, Johannes Doerfert, Paul D. Hovland
Scalable Automatic Differentiation of Multiple Parallel Paradigms through Compiler Augmentation. SC (2022)
Mosè Giordano, Milan Klöwer, Valentin Churavy
Productivity meets Performance: Julia on A64FX. CLUSTER (2022)
François Pacaud, Michel Schanen, Daniel Adrian Maldonado, Alexis Montoison, Valentin Churavy, Julian Samaroo, Mihai Anitescu
Batched Second-Order Adjoint Sensitivity for Reduced Space Methods. PPSC (2022)
William S. Moses, Valentin Churavy, Ludger Paehler, Jan Hückelheim, Sri Hari Krishna Narayanan, Michel Schanen, Johannes Doerfert
Reverse-mode automatic differentiation and optimization of GPU kernels via enzyme. SC (2021)
William S. Moses, Valentin Churavy
Instead of Rewriting Foreign Code for Machine Learning, Automatically Synthesize Fast Gradients. CoRR (2020)
Ali Ramadhan, Gregory LeClaire Wagner, Chris Hill, Jean-Michel Campin, Valentin Churavy, Tim Besard, Andre Souza, Alan Edelman, Raffaele Ferrari, John Marshall
Oceananigans.jl: Fast and friendly geophysical fluid dynamics on GPUs. J. Open Source Softw. 5 (53) (2020)
William S. Moses, Valentin Churavy
Instead of Rewriting Foreign Code for Machine Learning, Automatically Synthesize Fast Gradients. NeurIPS (2020)
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
Highly-Ccalable, Physics-Informed GANs for Learning Solutions of Stochastic PDEs. DLS@SC (2019)
Tim Besard, Valentin Churavy, Alan Edelman, Bjorn De Sutter
Rapid software prototyping for heterogeneous and distributed platforms. Adv. Eng. Softw. 132 (2019)
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
Highly-scalable, physics-informed GANs for learning solutions of stochastic PDEs. CoRR (2019)
Jarrett Revels, Tim Besard, Valentin Churavy, Bjorn De Sutter, Juan Pablo Vielma
Dynamic Automatic Differentiation of GPU Broadcast Kernels. CoRR (2018)
Eran Agmon, Alexander J. Gates, Valentin Churavy, Randall D. Beer
Exploring the Space of Viable Configurations in a Model of Metabolism-Boundary Co-construction. Artif. Life 22 (2) (2016)
Eran Agmon, Alexander J. Gates, Valentin Churavy, Randall D. Beer
Quantifying Robustness in a Spatial Model of Metabolism-Boundary Co-Construction. ALIFE (2014)