Ziyi Yin

Model-parallel Fourier neural operators as learned surrogates for large-scale parametric PDEs

Thomas J. Grady, Rishi Khan, Mathias Louboutin et al. · Computers & Geosciences · 2023 · 48 citations · Full text

Numerical Analysis, Model Optimization, Engineering +7

Multimodal Transformer Networks for Pedestrian Trajectory Prediction

Ziyi Yin, Ruijin Liu, Zhiliang Xiong et al. · 2021 · 45 citations · Full text

Engineering, Machine Learning, Multimodal Transformer +17

Learned coupled inversion for carbon sequestration monitoring and forecasting with Fourier neural operators

Ziyi Yin, Ali Siahkoohi, Mathias Louboutin et al. · Second International Meeting for Applied Geoscience & Energy · 2022 · 17 citations · Full text

Forecasting Methodology, Coupled Inversion, Environmental Monitoring +23

Learned multiphysics inversion with differentiable programming and machine learning

Mathias Louboutin, Ziyi Yin, Rafael Orozco et al. · The Leading Edge · 2023 · 16 citations · Full text

Online Figure-ground Segmentation with Edge Pixel Classification

Ziyi Yin, Robert T. Collins · 2008 · 15 citations

Temporal Coherence, Scene Analysis, Engineering +17