24 citations · 69 across the 7 of their papers we have counts for
3 papers · 1 filter
Regulation Compliant AI for Fusion: Real-Time Image Analysis-Based Control of Divertor Detachment in Tokamaks
Nathaniel Chen, Cheolsik Byun, Azarakash Jalalvand +7
While artificial intelligence (AI) has been promising for fusion control, its inherent black-box nature will make compliant implementation in regulatory environments a challenge. T…
PyRCN: A Toolbox for Exploration and Application of Reservoir Computing Networks
Peter Steiner, Azarakhsh Jalalvand, Simon Stone +1
Reservoir Computing Networks (RCNs) belong to a group of machine learning techniques that project the input space non-linearly into a high-dimensional feature space, where the unde…
Cluster-based Input Weight Initialization for Echo State Networks
Peter Steiner, Azarakhsh Jalalvand, Peter Birkholz
Echo State Networks (ESNs) are a special type of recurrent neural networks (RNNs), in which the input and recurrent connections are traditionally generated randomly, and only the o…