Papers I would recommend from our collaboration on control of normalized plasma pressure: https://papers.nips.cc/paper/2019/hash/7876acb66640bad41f1e1...
plasma profile transport modeling: https://iopscience.iop.org/article/10.1088/1741-4326/abe08d/...
hybrid dynamical modeling of gross plasma quantities: https://arxiv.org/abs/2006.12682
uncertainty quantification for plasma dynamics: https://arxiv.org/abs/2011.09588
It's still early days for this work and for us but we're looking at pushing reinforcement learning in methods and engineering to solve this problem.
Papers I would recommend from our collaboration on control of normalized plasma pressure: https://papers.nips.cc/paper/2019/hash/7876acb66640bad41f1e1...
plasma profile transport modeling: https://iopscience.iop.org/article/10.1088/1741-4326/abe08d/...
hybrid dynamical modeling of gross plasma quantities: https://arxiv.org/abs/2006.12682
uncertainty quantification for plasma dynamics: https://arxiv.org/abs/2011.09588
It's still early days for this work and for us but we're looking at pushing reinforcement learning in methods and engineering to solve this problem.