Ludger Paehler

According to our database, Ludger Paehler authored at least 7 papers between 2019 and 2024.

Collaborative distances:

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

2024

Koopman-Assisted Reinforcement Learning.

Preston Rozwood, Edward Mehrez, Ludger Paehler, Wen Sun, Steven L. Brunton

CoRR, 2024

2023

ComPile: A Large IR Dataset from Production Sources.

Aiden Grossman, Ludger Paehler, Konstantinos Parasyris, Tal Ben-Nun, Jacob Hegna, William S. Moses, Jose Manuel Monsalve Diaz, Mircea Trofin, Johannes Doerfert

CoRR, 2023

On the Relationships between Graph Neural Networks for the Simulation of Physical Systems and Classical Numerical Methods.

Artur P. Toshev, Ludger Paehler, Andrea Panizza, Nikolaus A. Adams

CoRR, 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

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

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

2019

Sparse identification of truncation errors.

Stephan Thaler, Ludger Paehler, Nikolaus A. Adams

J. Comput. Phys., 2019