Real-Time Plasma State Prediction via FPGA-Accelerated Quantized Recurrent Probabilistic Neural Networks
physics.plasm-ph, cs.LG
Submitted: 2026-09-19
Updated: 2026-09-19
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Related papers
- Is Your AI Fast Enough to Run a Fusion Reactor?
- GyroSwin: 5D Surrogates for Gyrokinetic Plasma Turbulence Simulations
- Electromagnetic ghosts in pair plasmas
- Collisionless whistler heat-flux instability in ultra-high- beta plasmas
- Rugged magneto-hydrodynamic invariants in weakly collisional plasma turbulence: Two-dimensional hybrid simulation results
- Hybrid Fourier Neural Operator-Plasma Fluid Model for Fast and Accurate Multiscale Simulations of High Power Microwave Breakdown