Jinlong Wu

Physics-informed machine learning: case studies for weather and climate modelling

Karthik Kashinath, Mohamed Elhafiz Mustafa, Adrian Albert et al. · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · 2021 · 582 citations

Flexible all-perovskite tandem solar cells approaching 25% efficiency with molecule-bridged hole-selective contact

Ludong Li, Yurui Wang, Xiaoyu Wang et al. · Nature Energy · 2022 · 482 citations

Materials Science, Molecule-bridged Hole-selective Contact, Engineering +10

Quantifying and reducing model-form uncertainties in Reynolds-averaged Navier–Stokes simulations: A data-driven, physics-informed Bayesian approach

Heng Xiao, Jinlong Wu, Jianxun Wang et al. · Journal of Computational Physics · 2016 · 297 citations · Full text

Model-form Uncertainties, Engineering, Reynolds-averaged Navier–stokes Simulations +10

Seeing permeability from images: fast prediction with convolutional neural networks

Jinlong Wu, Xiaolong Yin, Heng Xiao · Science Bulletin · 2018 · 205 citations · Full text

Image Classification, Convolutional Neural Network, Machine Vision +11

Enforcing statistical constraints in generative adversarial networks for modeling chaotic dynamical systems

Jinlong Wu, Karthik Kashinath, Adrian Albert et al. · Journal of Computational Physics · 2019 · 162 citations · Full text

Artificial Intelligence, Chaotic Dynamical Systems, Engineering +8