Emilien Dupont

Mathematical discoveries from program search with large language models

Bernardino Romera‐Paredes, Mohammadamin Barekatain, Alexander Novikov et al. · Nature · 2023 · 272 citations · Full text

Generating geologically realistic 3D reservoir facies models using deep learning of sedimentary architecture with generative adversarial networks

Tuanfeng Zhang, Peter Tilke, Emilien Dupont et al. · Petroleum Science · 2019 · 149 citations · Full text

Learning Disentangled Joint Continuous and Discrete Representations

Emilien Dupont · arXiv (Cornell University) · 2018 · 61 citations · Full text

Artificial Intelligence, Latent Modeling, Engineering +13

Generating Realistic Geology Conditioned on Physical Measurements with Generative Adversarial Networks

Emilien Dupont, Tuanfeng Zhang, Peter Tilke et al. · arXiv (Cornell University) · 2018 · 58 citations · Full text

Engineering, Machine Learning, Physical Measurements +20

Augmented Neural ODEs

Emilien Dupont, Yee Whye Teh · arXiv (Cornell University) · 2019 · 57 citations · Full text

Neural Odes, Evolving Neural Network, Augmented Neural Odes +9