Marc Schouler

According to our database, Marc Schouler authored at least 4 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Comparison of multi-fidelity surrogate models for multi-objective aerodynamic optimization in turbomachinery under extreme cost imbalance.

Marc Schouler, Anca Belme, Paola Cinnella

Adv. Model. Simul. Eng. Sci., December, 2025

2023

Melissa: coordinating large-scale ensemble runs for deep learning and sensitivity analyses.

Marc Schouler, Robert Alexander Caulk, Lucas Thibaut Meyer, Théophile Terraz, Christoph Conrads, Sebastian Friedemann, Achal Agarwal, Juan Manuel Baldonado, Bartlomiej Pogodzinski, Anna Sekula, Alejandro Ribés, Bruno Raffin

J. Open Source Softw., July, 2023

High Throughput Training of Deep Surrogates from Large Ensemble Runs.

Lucas Thibaut Meyer, Marc Schouler, Robert Alexander Caulk, Alejandro Ribés, Bruno Raffin

Proceedings of the International Conference for High Performance Computing, 2023

Training Deep Surrogate Models with Large Scale Online Learning.

Lucas Thibaut Meyer, Marc Schouler, Robert Alexander Caulk, Alejandro Ribés, Bruno Raffin

Proceedings of the International Conference on Machine Learning, 2023