Vignesh Gopakumar

Vignesh Gopakumar

United Kingdom Atomic Energy Authority - Oxfordshire / United Kingdom
Engineering & Technology / Computer Science
AD Scientific Index ID: 5715308
person_outline Vignesh Gopakumar's MOST POPULAR ARTICLES
1-) Plasma surrogate modelling using Fourier neural operatorsV Gopakumar, S Pamela, L Zanisi, Z Li, A Gray, D Brennand, N Bhatia, ...Nuclear Fusion 64 (5), 056025, 202417*2024
2-) Loss landscape engineering via data regulation on PINNsV Gopakumar, S Pamela, D SamaddarMachine Learning with Applications 12, 100464, 2023132023
3-) Efficient training sets for surrogate models of tokamak turbulence with active deep ensemblesL Zanisi, A Ho, J Barr, T Madula, J Citrin, S Pamela, J Buchanan, ...Nuclear Fusion 64 (3), 036022, 202462024
4-) Image mapping the temporal evolution of edge characteristics in tokamaks using neural networksV Gopakumar, D SamaddarMachine Learning: Science and Technology 1 (1), 015006, 202062020
5-) Data efficiency and long term prediction capabilities for neural operator surrogate models of core and edge plasma codesN Carey, L Zanisi, S Pamela, V Gopakumar, J Omotani, J Buchanan, ...arXiv preprint arXiv:2402.08561, 202452024