Vignesh Gopakumar

According to our database, Vignesh Gopakumar authored at least 6 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Fast regression of the tritium breeding ratio in fusion reactors.

Petr Mánek, Graham W. Van Goffrier, Vignesh Gopakumar, Nikolaos Nikolaou, Jonathan Shimwell, Ingo P. Waldmann

Mach. Learn. Sci. Technol., March, 2023

Plasma Surrogate Modelling using Fourier Neural Operators.

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

CoRR, 2023

Shaping of Magnetic Field Coils in Fusion Reactors using Bayesian Optimisation.

Timothy Nunn, Vignesh Gopakumar, Sebastien Kahn

CoRR, 2023

Fourier-RNNs for Modelling Noisy Physics Data.

Vignesh Gopakumar, Stanislas Pamela, Lorenzo Zanisi

CoRR, 2023

2022

Loss Landscape Engineering via Data Regulation on PINNs.

Vignesh Gopakumar, Stanislas Pamela, Debasmita Samaddar

CoRR, 2022

2020

Image mapping the temporal evolution of edge characteristics in tokamaks using neural networks.

Vignesh Gopakumar, D. Samaddar

Mach. Learn. Sci. Technol., 2020