Author

Xunan Wang

h-index 1 View on Semantic Scholar

We have 1 of 4 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Aug 2026

Physics-Informed Quantum Machine Learning with Hard Constraint Embedding for Nonlinear Differential Equations of the First Order

This work proposes a physics-informed quantum machine learning (PIQML) framework with hard constraint embedding, specifically designed for NISQ era, and demonstrates that the quantum model successfully learns the solution, showing close agreement with a high-precision classical numerical benchmark.

Mengke Xu, Xi Li, Xiao Chen et al. · 0 citations