2 papers
cs.LG2026
Machine learning based radiative parameterization scheme and its performance in operational reforecast experiments
Hao Jing, Sa Xiao, Haoyu Li +2
Radiation is typically the most time-consuming physical process in numerical models. One solution is to use machine learning methods to simulate the radiation process to improve co…
cs.LG2025
Well2Flow: Reconstruction of reservoir states from sparse wells using score-based generative models
Shiqin Zeng, Haoyun Li, Abhinav Prakash Gahlot +1
This study investigates the use of score-based generative models for reservoir simulation, with a focus on reconstructing spatially varying permeability and saturation fields in sa…