publications

2025

1. NeurIPS (Spotlight)

   

   Stochastic process learning via operator flow matching

   Yaozhong Shi, Zachary E Ross, Domniki Asimaki, and 1 more author

   Advances in Neural Information Processing Systems , 2025
2. TMLR

   

   Mesh-Informed Neural Operator: A Transformer Generative Approach

   Yaozhong Shi, Zachary E Ross, Domniki Asimaki, and 1 more author

   Transactions on Machine Learning Research, 2025

2024

1. TMLR

   

   Universal Functional Regression with Neural Operator Flows

   Yaozhong Shi, Angela F Gao, Zachary E Ross, and 1 more author

   Transactions on Machine Learning Research, 2024
2. BSSA

   

   Broadband ground-motion synthesis via generative adversarial neural operators: Development and validation

   Yaozhong Shi, Grigorios Lavrentiadis, Domniki Asimaki, and 2 more authors

   Bulletin of the Seismological Society of America, 2024

2022

1. Géotechnique

   

   Effect of grain size distribution on the shear band thickness evolution in sand

   Hadrien Rattez, Yaozhong Shi, Alexandre Sac-Morane, and 3 more authors

   Géotechnique, 2022