Individualizing Glioma Radiotherapy Planning by Optimization of a Data and Physics Informed Discrete Loss. - Michal Balcerak; Ivan Ezhov; Petr Karnakov; Sergey Litvinov; Petros Koumoutsakos; Jonas Weidner; Ray Zirui Zhang; John S. Lowengrub; Benedikt Wiestler; Bjoern H. Menze (CoRR, 2023)

Binary Level Set Method for Variational Implicit Solvation Model. - Ray Zirui Zhang; Li-Tien Cheng (SIAM J. Sci. Comput., 2023)

BiLO: Bilevel Local Operator Learning for PDE inverse problems. - Ray Zirui Zhang; Xiaohui Xie; John S. Lowengrub (CoRR, 2024)

A Compact Coupling Interface Method with Second-Order Gradient Approximation for Elliptic Interface Problems. - Ray Zirui Zhang; Li-Tien Cheng (J. Sci. Comput., 2024)

Personalized predictions of Glioblastoma infiltration: Mathematical models, Physics-Informed Neural Networks and multimodal scans. - Ray Zirui Zhang; Ivan Ezhov; Michal Balcerak; Andy Zhu; Benedikt Wiestler; Bjoern H. Menze; John S. Lowengrub (Medical Image Anal., 2025)

BiLO: Bilevel Local Operator Learning for PDE Inverse Problems. Part II: Efficient Uncertainty Quantification with Low-Rank Adaptation. - Ray Zirui Zhang; Christopher E. Miles; Xiaohui Xie; John S. Lowengrub (CoRR, 2025)