Publications

* corresponding author

Preprints

• Jingfeng Wang, Guanghui Hu (2025). A Neural-network based converging input with DWR-based mesh adaptation method for efficient quantity of interest calculation, preprint.
• Perry Beamer, Tanner Byer, Zixuan Cang*, Jingfeng Wang* (2025). Protein-Ligand Affinity Prediction via Topologically-Aware Graph Neural Network, preprint. (Authors listed in alphabetical order)
• Jingfeng Wang, Yanxiang Zhao, Zixuan Cang (2025). Synchronized optimal transport for cross-modality trajectory inference integrating scRNA-seq and scATAC-seq, preprint.

Published / Under Review

1. Yaqi Wu, Jingfeng Wang, Xin Maizie Zhou, Yanxiang Zhao, Zixuan Cang (2025). RAFT-UP: robust alignment for spatial transcriptomics under partial-overlapping, Under review.
2. Zixuan Cang, Jingfeng Wang, Xiaoqi Wei, Yanxiang Zhao (2026). Synchronization of Unbalanced Dynamical Optimal Transport across Multiple Spaces, Under review. (Authors listed in alphabetical order)
3. Jingfeng Wang, Guanghui Hu (2025). A mechanism-driven reinforcement learning framework for shape optimization of airfoils, Under revision by Communications in Computational Physics.
4. Guanghui Hu, Ruo Li, Jingfeng Wang* (2025). A multi-mesh approach for accurate computation of multi-target functionals in aerodynamics design, Journal of Computational Physics, 535:114054.
5. Jingfeng Wang, Guanghui Hu (2024). Towards the efficient calculation of quantity of interest from steady Euler equations II: a CNNs-based automatic implementation, Communications in Computational Physics, 39(3):884–918.
6. Jingfeng Wang, Guanghui Hu (2023). Towards the efficient calculation of quantity of interest from steady Euler equations I: A dual-consistent DWR-based h-adaptive Newton-GMG solver, Communications in Computational Physics, 35(3):579–608.