An FPGA-accelerated neural network using the SLAC library was deployed in the DIII-D real-time plasma control system to forecast and help suppress disruptive ELMs from BES signals.
Neural Network Acceleration on MPSoC board: Integrating SLAC’s SNL, Rogue Software and Auto-SNL
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FPGA-Accelerated Real-Time Diagnostics at DIII-D Using the SLAC Neural Network Library for ML Inference
An FPGA-accelerated neural network using the SLAC library was deployed in the DIII-D real-time plasma control system to forecast and help suppress disruptive ELMs from BES signals.