Jiachen Yao
Scholar

Jiachen Yao

Google Scholar ID: Z_bCoGcAAAAJ
Caltech
scientific machine learningneural operatorgenerative AI
Citations & Impact
All-time
Citations
124
 
H-index
3
 
i10-index
3
 
Publications
6
 
Co-authors
10
list available
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