Ludger Paehler

11 papers A 2Journal 7Unranked 2
YearRankTypeTitle / Venue / Authors
2025 — conf
HydroGym: A Reinforcement Learning Platform for Fluid Dynamics.
L4DC
Christian Lagemann, Ludger Paehler, Jared Callaham, Sajeda Mokbel, Samuel Ahnert, Kai Lagemann, Esther Lagemann, Nikolaus A. Adams, Steven L. Brunton
2025 J jnl
HydroGym: A Reinforcement Learning Platform for Fluid Dynamics.
CoRR
Christian Lagemann, Sajeda Mokbel, Miro Gondrum, Mario Rüttgers, Jared Callaham, Ludger Paehler, Samuel Ahnert, Nicholas Zolman, Kai Lagemann, Nikolaus A. Adams, Matthias Meinke, Wolfgang Schröder, Jean-Christophe Loiseau, Esther Lagemann, Steven L. Brunton
2024 J jnl
ComPile: A Large IR Dataset from Production Sources.
J. Data-centric Mach. Learn. Res.
Aiden Grossman, Ludger Paehler, Konstantinos Parasyris, Tal Ben-Nun, Jacob Hegna, William S. Moses, Jose Manuel Monsalve Diaz, Mircea Trofin, Johannes Doerfert
2024 J jnl
Koopman-Assisted Reinforcement Learning.
CoRR
Preston Rozwood, Edward Mehrez, Ludger Paehler, Wen Sun, Steven L. Brunton
2023 J jnl
ComPile: A Large IR Dataset from Production Sources.
CoRR
Aiden Grossman, Ludger Paehler, Konstantinos Parasyris, Tal Ben-Nun, Jacob Hegna, William S. Moses, Jose Manuel Monsalve Diaz, Mircea Trofin, Johannes Doerfert
2023 J jnl
On the Relationships between Graph Neural Networks for the Simulation of Physical Systems and Classical Numerical Methods.
CoRR
Artur P. Toshev, Ludger Paehler, Andrea Panizza, Nikolaus A. Adams
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 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
2019 J jnl
Sparse Identification of Truncation Errors.
CoRR
Stephan Thaler, Ludger Paehler, Nikolaus A. Adams
2019 J jnl
Sparse identification of truncation errors.
J. Comput. Phys.
Stephan Thaler, Ludger Paehler, Nikolaus A. Adams