Rémi Dingreville

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Boltzmann Machine

Numerical Simulations

Macro Operators

Junction Detection

Top Venues

Adv. Model. Simul. Eng. Sci.

Publications

Saaketh Desai, Sadhvikas Addamane, Jeffery Y. Tsao, Igal Brener, Rémi Dingreville, Prasad P. Iyer
Self-driving lab discovers principles for steering spontaneous emission. CoRR (2024)
Prasad P. Iyer, Saaketh Desai, Sadhvikas Addamane, Rémi Dingreville, Igal Brener
Learning incoherent light emission steering from metasurfaces using generative models. WACV (2023)
Vivek Oommen, Khemraj Shukla, Saaketh Desai, Rémi Dingreville, George Em Karniadakis
Rethinking materials simulations: Blending direct numerical simulations with neural operators. CoRR (2023)
Vivek Oommen, Khemraj Shukla, Somdatta Goswami, Rémi Dingreville, George Em Karniadakis
Learning two-phase microstructure evolution using neural operators and autoencoder architectures. CoRR (2022)
Marcin Abram, Keith Burghardt, Greg Ver Steeg, Aram Galstyan, Rémi Dingreville
Inferring topological transitions in pattern-forming processes with self-supervised learning. CoRR (2022)
Patrick Zarnas, Rémi Dingreville, Brittany Muntifering, Khalid Hattar, Brad L. Boyce, Jianmin Qu
Statistical analysis of the interaction between irradiation-induced defects and triple junctions. Adv. Model. Simul. Eng. Sci. 7 (1) (2020)