Jiao, Anran

1. One-shot learning for solution operators of partial differential equations
   2021/04/06 by Haiyang He, Jiao, Anran, He, Haiyang +6 · 4 citations
   Engineering · Physics and Astronomy · #Computational Physics (physics.comp-ph) #Dam Engineering and Safety #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics and Vibration Analysis #Machine Learning (cs.LG) #Model Reduction and Neural Networks
2. Deep Learning for Solving and Estimating Dynamic Macro-Finance Models
   2023/05/05 by Fan, Benjamin, Qiao, Edward, Jiao, Anran +3 · 3 citations
   #Computational Engineering #Computational Finance (q-fin.CP) #FOS: Computer and information sciences #FOS: Economics and business #Finance #Machine Learning (cs.LG) #and Science (cs.CE)
3. Solving forward and inverse PDE problems on unknown manifolds via physics-informed neural operators
   2024/07/07 by Jiao, Anran, Yan, Qile, Harlim, Jhn +1 · 4 citations
   #FOS: Mathematics #Numerical Analysis (math.NA)
4. Quantum DeepONet: Neural operators accelerated by quantum computing
   2024/09/24 by Xiao, Pengpeng, Zheng, Muqing, Jiao, Anran +2 · 3 citations
   #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Quantum Physics (quant-ph)
5. TANTE: Time-Adaptive Operator Learning via Neural Taylor Expansion
   2025/02/12 by Zhikai Wu, Wu, Zhikai, Sifan Wang +13 · 1 voice · 2 citations
   #cs.LG #cs.AI