Joseph Abbate

Avoiding fusion plasma tearing instability with deep reinforcement learning

Jaemin Seo, S.K. Kim, Azarakhsh Jalalvand et al. · Nature · 2024 · 108 citations · Full text

Keras2c: A library for converting Keras neural networks to real-time compatible C

Rory Conlin, Keith Erickson, Joseph Abbate et al. · Engineering Applications of Artificial Intelligence · 2021 · 52 citations · Full text

Keras Neural Networks, Engineering, Machine Learning +10

DIII-D research advancing the physics basis for optimizing the tokamak approach to fusion energy

M.E. Fenstermacher, Joseph Abbate, Shota Abe et al. · Nuclear Fusion · 2021 · 34 citations · Full text

Data-driven profile prediction for DIII-D

Joseph Abbate, Rory Conlin, Egemen Kolemen · Nuclear Fusion · 2021 · 31 citations · Full text

Real-Time and Adaptive Reservoir Computing With Application to Profile Prediction in Fusion Plasma

Azarakhsh Jalalvand, Joseph Abbate, Rory Conlin et al. · IEEE Transactions on Neural Networks and Learning Systems · 2021 · 26 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +17