Scholar
Jiachen Yao
Google Scholar ID: Z_bCoGcAAAAJ
Caltech
scientific machine learning
neural operator
generative AI
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Citations & Impact
All-time
Citations
124
H-index
3
i10-index
3
Publications
6
Co-authors
10
list available
Contact
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Publications
6 items
Function-Space Decoupled Diffusion for Forward and Inverse Modeling in Carbon Capture and Storage
2026
Cited
0
Self-Supervised Learning via Flow-Guided Neural Operator on Time-Series Data
2026
Cited
0
Decoupled Diffusion Sampling for Inverse Problems on Function Spaces
2026
Cited
0
EquiReg: Equivariance Regularized Diffusion for Inverse Problems
2025
Cited
0
Guided Diffusion Sampling on Function Spaces with Applications to PDEs
2025
Cited
0
Backdooring Vision-Language Models with Out-Of-Distribution Data
arXiv.org · 2024
Cited
2
Resume (English only)
Academic Achievements
NeurIPS 2025 paper: 'FunDPS: Guided Diffusion Sampling on Function Spaces with Applications to PDEs' (co-first author)
NeurIPS 2024 paper: 'PINNacle: A Comprehensive Benchmark of PINNs for Solving PDEs' (co-first author)
ICML 2023 paper: 'MultiAdam: Parameter-wise Scale-invariant Optimizer for Multiscale Training of Physics-informed Neural Network' (co-first author)
CHI 2023 paper: 'Selecting Real-World Objects via User-Perspective Phone Occlusion'
Multiple workshop papers at NeurIPS and ICML
Reviewer for NeurIPS (2024–2025), ICML (2025), ICLR (2025), JMLR, TMLR, and Nature Communications
Invited speaker at SIAM Conference on Uncertainty and other venues
Co-authors
10 total
Zhongkai Hao
Tsinghua University
Hang Su
Associated Professor, Tsinghua University
Jun Zhu
Professor of Computer Science, Tsinghua University
Songming Liu
PhD of Computer Science, Tsinghua University
Lu Lu
Assistant Professor of Statistics and Data Science, Yale University
Anima Anandkumar
California Institute of Technology and NVIDIA
Abbas Mammadov
University of Oxford
Yuanchun Shi
Professor
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