TY - RPRT TI - Learning plasma dynamics and robust rampdown trajectories with predict-first experiments at TCV AU - Wang, Allen M. [Massachusetts Inst. of Technology (MIT), Cambridge, MA (United States)] (ORCID:0000000216523354) AU - Pau, Alessandro [Ecole Polytechnique Federale Lausanne (EPFL) (Switzerland)] (ORCID:0000000271223346) AU - Rea, Cristina [Massachusetts Inst. of Technology (MIT), Cambridge, MA (United States)] AU - So, Oswin [Massachusetts Inst. of Technology (MIT), Cambridge, MA (United States)] AU - Dawson, Charles [Massachusetts Inst. of Technology (MIT), Cambridge, MA (United States)] AU - Sauter, Olivier [Ecole Polytechnique Federale Lausanne (EPFL) (Switzerland)] (ORCID:0000000200996675) AU - Boyer, Mark D. [Commonwealth Fusion Systems, Devens, MA (United States)] AU - Vu, Anna [Ecole Polytechnique Federale Lausanne (EPFL) (Switzerland)] AU - Galperti, Cristian [Ecole Polytechnique Federale Lausanne (EPFL) (Switzerland)] AU - Fan, Chuchu [Massachusetts Inst. of Technology (MIT), Cambridge, MA (United States)] AU - Merle, Antoine [Ecole Polytechnique Federale Lausanne (EPFL) (Switzerland)] AU - Poels, Yoeri [Ecole Polytechnique Federale Lausanne (EPFL) (Switzerland)] (ORCID:0000000240714855) AU - Venturini, Cristina [Ecole Polytechnique Federale Lausanne (EPFL) (Switzerland)] AU - Felici, Federico [Ecole Polytechnique Federale Lausanne (EPFL) (Switzerland)] AU - Marchioni, Stefano [Ecole Polytechnique Federale Lausanne (EPFL) (Switzerland)] PY - 2025 DO - 10.1038/s41467-025-63917-x UR - https://www.osti.gov/biblio/3027568 ID - 3027568 ER -