Optimizing Robotic Mobile Fulfillment Systems for Order Picking Based on Deep Reinforcement Learning. - Zhenyi Zhu; Sai Wang; Tuantuan Wang (Sensors, 2024)

Asymptotic-preserving neural networks for the semiconductor Boltzmann equation and its application on inverse problems. - Liu Liu; Yating Wang; Xueyu Zhu; Zhenyi Zhu (J. Comput. Phys., 2025)

Deep learning-based moment closure for multi-phase computation of semiclassical limit of the Schrödinger equation. - Jin Woo Jang; Jae Yong Lee; Liu Liu; Zhenyi Zhu (CoRR, 2025)

PhysicsSolver: Transformer-enhanced Physics-Informed Neural Networks for forward and forecasting problems in partial differential equations. - Zhenyi Zhu; Yuchen Huang; Liu Liu (J. Comput. Appl. Math., 2026)