Giles, Daniel

1. Uncertainty Quantification of Surrogate Models using Conformal Prediction
   2024/08/19 by Vignesh Gopakumar, Gopakumar, Vignesh, Ander Gray +13 · 4 citations
   Decision Sciences · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Plasma Physics (physics.plasm-ph) #Probabilistic and Robust Engineering Design
2. Multilevel Bayesian Quadrature
   2022/10/15 by Li, Kaiyu, Giles, Daniel, Karvonen, Toni +2 · 2 citations
   #FOS: Computer and information sciences #Methodology (stat.ME)
3. Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation
   2025/01/23 by Yiming Yang, Xiaoliang Cheng, Yang, Yiming +13 · 3 citations
   Computer Science · Earth and Planetary Sciences · #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Seismic Imaging and Inversion Techniques
4. Learning Chaos In A Linear Way
   2025/03/18 by Xiaoliang Cheng, Yi Zhou He, Cheng, Xiaoyuan +12 · 3 citations
   Computer Science · #Chaotic Dynamics (nlin.CD) #Evolutionary Algorithms and Applications #FOS: Physical sciences
5. Valid Error Bars for Neural Weather Models using Conformal Prediction
   2024/06/20 by Gopakumar, Vignesh, Oskarrson, Joel, Gray, Ander +5 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)