Valentin Churavy

26 papers A* 1A 2B 1C 3Journal 15Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Automatic differentiation for Lax-Wendroff-type discretizations.
CoRR
Arpit Babbar, Valentin Churavy, Michael Schlottke-Lakemper, Hendrik Ranocha
2025 B conf
Performant Unified GPU Kernels for Portable Singular Value Computation Across Hardware and Precision.
ICPP
Evelyne Ringoot, Rabab Alomairy, Valentin Churavy, Alan Edelman
2025 J jnl
Performant Unified GPU Kernels for Portable Singular Value Computation Across Hardware and Precision.
CoRR
Evelyne Ringoot, Rabab Alomairy, Valentin Churavy, Alan Edelman
2023 J jnl
Automated Translation and Accelerated Solving of Differential Equations on Multiple GPU Platforms.
CoRR
Utkarsh Rajput, Valentin Churavy, Yingbo Ma, Tim Besard, Tim Gymnich, Adam R. Gerlach, Alan Edelman, Christopher Rackauckas
2023 — conf
Evaluating performance and portability of high-level programming models: Julia, Python/Numba, and Kokkos on exascale nodes.
IPDPS Workshops
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
2023 J jnl
Evaluating performance and portability of high-level programming models: Julia, Python/Numba, and Kokkos on exascale nodes.
CoRR
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
2023 J jnl
Oceananigans.jl: A model that achieves breakthrough resolution, memory and energy efficiency in global ocean simulations.
CoRR
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
2023 — conf
Transparent Checkpointing for Automatic Differentiation of Program Loops Through Expression Transformations.
ICCS (3)
Michel Schanen, Sri Hari Krishna Narayanan, Sarah Williamson, Valentin Churavy, William S. Moses, Ludger Paehler
2022 — conf
Batched Second-Order Adjoint Sensitivity for Reduced Space Methods.
PP
François Pacaud, Michel Schanen, Daniel Adrian Maldonado, Alexis Montoison, Valentin Churavy, Julian Samaroo, Mihai Anitescu
2022 J jnl
Batched Second-Order Adjoint Sensitivity for Reduced Space Methods.
CoRR
François Pacaud, Michel Schanen, Daniel Adrian Maldonado, Alexis Montoison, Valentin Churavy, Julian Samaroo, Mihai Anitescu
2022 J jnl
Bridging HPC Communities through the Julia Programming Language.
CoRR
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
2022 J jnl
Bring the BitCODE - Moving Compute and Data in Distributed Heterogeneous Systems.
CoRR
Wenbin Lu, Luis E. Peña, Pavel Shamis, Valentin Churavy, Barbara M. Chapman, Steve Poole
2022 C conf
Bring the BitCODE-Moving Compute and Data in Distributed Heterogeneous Systems.
CLUSTER
Wenbin Lu, Luis E. Peña, Pavel Shamis, Valentin Churavy, Barbara M. Chapman, Steve Poole
2022 C conf
Productivity meets Performance: Julia on A64FX.
CLUSTER
Mosè Giordano, Milan Klöwer, Valentin Churavy
2022 J jnl
Productivity meets Performance: Julia on A64FX.
CoRR
Mosè Giordano, Milan Klöwer, Valentin Churavy
2022 A conf
Scalable Automatic Differentiation of Multiple Parallel Paradigms through Compiler Augmentation.
SC
William S. Moses, Sri Hari Krishna Narayanan, Ludger Paehler, Valentin Churavy, Michel Schanen, Jan Hückelheim, Johannes Doerfert, Paul D. Hovland
2021 A conf
Reverse-mode automatic differentiation and optimization of GPU kernels via enzyme.
SC
William S. Moses, Valentin Churavy, Ludger Paehler, Jan Hückelheim, Sri Hari Krishna Narayanan, Michel Schanen, Johannes Doerfert
2020 A* conf
Instead of Rewriting Foreign Code for Machine Learning, Automatically Synthesize Fast Gradients.
NeurIPS
William S. Moses, Valentin Churavy
2020 J jnl
Instead of Rewriting Foreign Code for Machine Learning, Automatically Synthesize Fast Gradients.
CoRR
William S. Moses, Valentin Churavy
2020 J jnl
Oceananigans.jl: Fast and friendly geophysical fluid dynamics on GPUs.
J. Open Source Softw.
Ali Ramadhan, Gregory LeClaire Wagner, Chris Hill, Jean-Michel Campin, Valentin Churavy, Tim Besard, Andre Souza, Alan Edelman, Raffaele Ferrari, John Marshall
2019 — conf
Highly-Ccalable, Physics-Informed GANs for Learning Solutions of Stochastic PDEs.
DLS@SC
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
2019 J jnl
Highly-scalable, physics-informed GANs for learning solutions of stochastic PDEs.
CoRR
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
2019 J jnl
Rapid software prototyping for heterogeneous and distributed platforms.
Adv. Eng. Softw.
Tim Besard, Valentin Churavy, Alan Edelman, Bjorn De Sutter
2018 J jnl
Dynamic Automatic Differentiation of GPU Broadcast Kernels.
CoRR
Jarrett Revels, Tim Besard, Valentin Churavy, Bjorn De Sutter, Juan Pablo Vielma
2016 J jnl
Exploring the Space of Viable Configurations in a Model of Metabolism-Boundary Co-construction.
Artif. Life
Eran Agmon, Alexander J. Gates, Valentin Churavy, Randall D. Beer
2014 C conf
Quantifying Robustness in a Spatial Model of Metabolism-Boundary Co-Construction.
ALIFE
Eran Agmon, Alexander J. Gates, Valentin Churavy, Randall D. Beer