Corentin Lapeyre

Training convolutional neural networks to estimate turbulent sub-grid scale reaction rates

Corentin Lapeyre, Antony Misdariis, Nicolas Cazard et al. · Combustion and Flame · 2019 · 188 citations

Natural Sciences, Computer Science, Physics +14

Surrogate modelling for an aircraft dynamic landing loads simulation using an LSTM AutoEncoder-based dimensionality reduction approach

Michele Lazzara, Max Chevalier, Michele Colombo et al. · Aerospace Science and Technology · 2022 · 50 citations · Full text

Engineering, Aerospace Engineering, Computer Science +16

Direct numerical simulations of methane, ammonia-hydrogen and hydrogen turbulent premixed flames

Victor Coulon, Jessica Gaucherand, Victor Xing et al. · Combustion and Flame · 2023 · 49 citations

Engineering, Mechanical Engineering, Physics +14

Detection of precursors of combustion instability using convolutional recurrent neural networks

Antony Cellier, Corentin Lapeyre, G. Öztarlik et al. · Combustion and Flame · 2021 · 42 citations

Engineering, Computer Science, Mechanical Engineering +14

Producing realistic climate data with generative adversarial networks

Camille Besombes, Olivier Pannekoucke, Corentin Lapeyre et al. · Nonlinear processes in geophysics · 2021 · 31 citations · Full text

Natural Sciences, Earth Sciences, Meteorology +14