Simultaneous control of effective atomic number and electron density in non-burning tokamak plasmas. - Mark D. Boyer; Eugenio Schuster (ACC, 2010)

Zero-dimensional nonlinear burn control using isotopic fuel tailoring for thermal excursions. - Mark D. Boyer; Eugenio Schuster (CCA, 2011)

Backstepping control of density and energy profiles in a burning tokamak plasma. - Mark D. Boyer; Eugenio Schuster (CDC/ECC, 2011)

First-principles model-based robust control of the current profile evolution in the DIII-D tokamak. - Justin E. Barton; Mark D. Boyer; Wenyu Shi; Eugenio Schuster; Timothy C. Luce; John R. Ferron; Michael L. Walker 004; David A. Humphreys; Ben G. Penaflor; Robert D. Johnson (ACC, 2012)

Backstepping control of the plasma current profile in the DIII-D tokamak. - Mark D. Boyer; Justin Barton; Eugenio Schuster; Tim C. Luce; John R. Ferron; Michael L. Walker 004; David A. Humphreys; Ben G. Penaflor; Robert D. Johnson (ACC, 2012)

Adaptive nonlinear burn control in tokamak fusion reactors. - Mark D. Boyer; Eugenio Schuster (ACC, 2012)

Multivariable robust control of the plasma rotational transform profile for advanced tokamak scenarios in DIII-D. - Wenyu Shi; William Wehner; Justin Barton; Mark D. Boyer; Eugenio Schuster; Didier Moreau; Tim C. Luce; John R. Ferron; Michael L. Walker 004; David A. Humphreys; Ben G. Penaflor; Robert D. Johnson (ACC, 2012)

Current profile tracking for the DIII-D tokamak via LQI optimal control. - Mark D. Boyer; Justin Barton; Eugenio Schuster; Michael L. Walker 004; Timothy C. Luce; John R. Ferron; Ben G. Penaflor; Robert D. Johnson; David A. Humphreys (CDC, 2012)

A two-time-scale model-based combined magnetic and kinetic control system for advanced tokamak scenarios on DIII-D. - Wenyu Shi; William Wehner; Justin Barton; Mark D. Boyer; Eugenio Schuster; Didier Moreau; Timothy C. Luce; John R. Ferron; Michael L. Walker 004; David A. Humphreys; Ben G. Penaflor; Robert D. Johnson (CDC, 2012)

Nonlinear control and optimization of the burn condition in tokamak nuclear fusion reactors. - Mark D. Boyer; Eugenio Schuster (ACC, 2013)

PTRANSP simulation and experimental test of a robust current profile and βN controller for off-axis current drive scenarios in the DIII-D tokamak. - Wenyu Shi; William Wehner; Justin Barton; Mark D. Boyer; Eugenio Schuster; Arnold Kritz; Didier Moreau; Tim C. Luce; John R. Ferron; Michael L. Walker 004; David A. Humphreys; Ben G. Penaflor; et al. (ACC, 2013)

Burn control in fusion reactors using simultaneous boundary and distributed actuation. - Mark D. Boyer; Eugenio Schuster (CDC, 2013)

First-principles-driven control of the rotational transform profile in high performance discharges in the DIII-D tokamak. - Wenyu Shi; Justin Barton; William Wehner; Mark D. Boyer; Arnold Kritz; Eugenio Schuster (CDC, 2013)

Backstepping Control of the Toroidal Plasma Current Profile in the DIII-D Tokamak. - Mark D. Boyer; Justin Barton; Eugenio Schuster; Michael L. Walker 004; Timothy C. Luce; John R. Ferron; Ben G. Penaflor; Robert D. Johnson; David A. Humphreys (IEEE Trans. Control. Syst. Technol., 2014)

Current profile control for the development of consistent discharges in DIII-D. - William Wehner; Justin E. Barton; Mark D. Boyer; Eugenio Schuster; Tim C. Luce; John R. Ferron; Michael L. Walker 004; David A. Humphreys; Ben G. Penaflor; Robert D. Johnson (CDC, 2015)

Offline Contextual Bayesian Optimization. - Ian Char; Youngseog Chung; Willie Neiswanger; Kirthevasan Kandasamy; Oak Nelson; Mark D. Boyer; Egemen Kolemen (NeurIPS, 2019)

Offline Contextual Bayesian Optimization for Nuclear Fusion. - Youngseog Chung; Ian Char; Willie Neiswanger; Kirthevasan Kandasamy; Andrew Oakleigh Nelson; Mark D. Boyer; Egemen Kolemen; Jeff Schneider 001 (CoRR, 2020)

Neural Dynamical Systems: Balancing Structure and Flexibility in Physical Prediction. - Viraj Mehta; Ian Char; Willie Neiswanger; Youngseog Chung; Andrew Oakleigh Nelson; Mark D. Boyer; Egemen Kolemen; Jeff G. Schneider (CDC, 2021)

Exploration via Planning for Information about the Optimal Trajectory. - Viraj Mehta; Ian Char; Joseph Abbate; Rory Conlin; Mark D. Boyer; Stefano Ermon; Jeff Schneider 001; Willie Neiswanger (NeurIPS, 2022)

Offline Model-Based Reinforcement Learning for Tokamak Control. - Ian Char; Joseph Abbate; Laszlo Bardoczi; Mark D. Boyer; Youngseog Chung; Rory Conlin; Keith Erickson; Viraj Mehta; Nathan Richner; Egemen Kolemen; Jeff G. Schneider (L4DC, 2023)

Learning Plasma Dynamics and Robust Rampdown Trajectories with Predict-First Experiments at TCV. - Allen M. Wang; Alessandro Pau; Cristina Rea; Oswin So; Charles Dawson 001; Olivier Sauter; Mark D. Boyer; Anna Vu; Cristian Galperti; Chuchu Fan; Antoine Merle; Yoeri Poels; et al. (CoRR, 2025)