Author

Wen-Xi Liu

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#machine learning Preprint Sep 2026

Efficient and Scalable Physics-Guided Fully Convolutional Spatiotemporal Learning for 3D Microstructure Evolution Prediction

Accurate prediction of three-dimensional (3D) microstructure evolution remains computationally demanding because high-fidelity phase-field simulations require repeated numerical integration over large volumetric domains and long temporal horizons. This study develops an efficient and scalable physics-guided fully convo...

M. Trimboli, Wen-Xi Liu, Xian-Qi Li · 0 citations

#machine learning Jul 2026

AI-Augmented Adaptive Digital Twin Modeling for Brain Tumor Evolution Prediction and Treatment Scheduling

An AI-augmented adaptive digital twin framework for brain tumor evolution prediction and treatment scheduling that integrates an interpretable reaction--diffusion model, a 3D residual learning module for model-form correction, patient-specific DT updating during recursive rollout, and model predictive control for const...

Wen-Xi Liu, M. Trimboli, Xian-Qi Li · arXiv.org · 2 citations

Review Open access Aug 2026

XBP1 signaling from tumor metabolic stress to myeloid driven immunotherapy resistance (Review)

Targeting XBP1 may enhance the efficacy of existing therapies, particularly immune checkpoint blockade, by alleviating MDSC-mediated immunosuppression, offering a novel paradigm for understanding and reversing tumor immune escape.

Ziwei Chen, Jiaqi Wu, Wen-Xi Liu et al. · International Journal of Mol... · 0 citations