Rémi Dingreville

According to our database, Rémi Dingreville authored at least 9 papers between 2020 and 2025.

Collaborative distances:

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

2025

Equilibrium Conserving Neural Operators for Super-Resolution Learning.

Vivek Oommen, Andreas E. Robertson, Daniel Diaz, Coleman Alleman, Zhen Zhang, Anthony D. Rollett, George E. Karniadakis, Rémi Dingreville

CoRR, April, 2025

AutoSciLab: A Self-Driving Laboratory for Interpretable Scientific Discovery.

Saaketh Desai, Sadhvikas Addamane, Jeffrey Y. Tsao, Igal Brener, Laura P. Swiler, Rémi Dingreville, Prasad P. Iyer

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Micropolar elastoplasticity using a fast Fourier transform-based solver.

Noah M. Francis, Ricardo A. Lebensohn, Fatemeh Pourahmadian, Rémi Dingreville

CoRR, 2024

Self-driving lab discovers principles for steering spontaneous emission.

Saaketh Desai, Sadhvikas Addamane, Jeffery Y. Tsao, Igal Brener, Rémi Dingreville, Prasad P. Iyer

CoRR, 2024

2023

Rethinking materials simulations: Blending direct numerical simulations with neural operators.

Vivek Oommen, Khemraj Shukla, Saaketh Desai, Rémi Dingreville, George Em Karniadakis

CoRR, 2023

Learning incoherent light emission steering from metasurfaces using generative models.

Prasad P. Iyer, Saaketh Desai, Sadhvikas Addamane, Rémi Dingreville, Igal Brener

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

2022

Learning two-phase microstructure evolution using neural operators and autoencoder architectures.

Vivek Oommen, Khemraj Shukla, Somdatta Goswami, Rémi Dingreville, George Em Karniadakis

CoRR, 2022

Inferring topological transitions in pattern-forming processes with self-supervised learning.

Marcin Abram, Keith Burghardt, Greg Ver Steeg, Aram Galstyan, Rémi Dingreville

CoRR, 2022

2020

Statistical analysis of the interaction between irradiation-induced defects and triple junctions.

Patrick Zarnas, Rémi Dingreville, Brittany Muntifering, Khalid Hattar, Brad L. Boyce, Jianmin Qu

Adv. Model. Simul. Eng. Sci., 2020