Tensor-Compressed Back-Propagation-Free Training for (Physics-Informed) Neural Networks. - Yequan Zhao; Xinling Yu; Zhixiong Chen 004; Ziyue Liu 003; Sijia Liu 001; Zheng Zhang 005 (CoRR, 2023)

Real-Time FJ/MAC PDE Solvers via Tensorized, Back-Propagation-Free Optical PINN Training. - Yequan Zhao; Xian Xiao; Xinling Yu; Ziyue Liu 003; Zhixiong Chen 004; Geza Kurczveil; Raymond G. Beausoleil; Zheng Zhang 005 (CoRR, 2024)

Fast Physics-Informed Neural Networks on Edge Devices - Zhixiong Chen 004 (2024)

Scalable Back-Propagation-Free Training of Optical Physics-Informed Neural Networks. - Yequan Zhao; Xinling Yu; Xian Xiao; Zhixiong Chen 004; Ziyue Liu 003; Geza Kurczveil; Raymond G. Beausoleil; Sijia Liu 001; Zheng Zhang 005 (CoRR, 2025)