Vignesh Gopakumar

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Regression Method

Locally Weighted

Top Venues

Mach. Learn. Sci. Technol.

Publications

Vignesh Gopakumar, Joel Oskarrson, Ander Gray, Lorenzo Zanisi, Stanislas Pamela, Daniel Giles, Matt Kusner, Marc Peter Deisenroth
Valid Error Bars for Neural Weather Models using Conformal Prediction. CoRR (2024)
Vignesh Gopakumar, Stanislas Pamela, Lorenzo Zanisi, Zongyi Li, Ander Gray, Daniel Brennand, Nitesh Bhatia, Gregory Stathopoulos, Matt Kusner, Marc Peter Deisenroth, Anima Anandkumar, JOREK Team, MAST Team
Plasma Surrogate Modelling using Fourier Neural Operators. CoRR (2023)
Petr Mánek, Graham Van Goffrier, Vignesh Gopakumar, Nikolaos Nikolaou, Jonathan Shimwell, Ingo P. Waldmann
Fast regression of the tritium breeding ratio in fusion reactors. Mach. Learn. Sci. Technol. 4 (1) (2023)
Vignesh Gopakumar, Stanislas Pamela, Lorenzo Zanisi
Fourier-RNNs for Modelling Noisy Physics Data. CoRR (2023)
Timothy Nunn, Vignesh Gopakumar, Sebastien Kahn
Shaping of Magnetic Field Coils in Fusion Reactors using Bayesian Optimisation. CoRR (2023)
Vignesh Gopakumar, Stanislas Pamela, Debasmita Samaddar
Loss Landscape Engineering via Data Regulation on PINNs. CoRR (2022)
Petr Mánek, Graham Van Goffrier, Vignesh Gopakumar, Nikolaos Nikolaou, Jonathan Shimwell, Ingo P. Waldmann
Fast Regression of the Tritium Breeding Ratio in Fusion Reactors. CoRR (2021)
Vignesh Gopakumar, D. Samaddar
Image mapping the temporal evolution of edge characteristics in tokamaks using neural networks. Mach. Learn. Sci. Technol. 1 (1) (2020)