Prof. Zhongyi Huang | Quantum Physics and Quantum Computing | Research Excellence Award

Professor, Tsinghua University | China

Prof. Zhongyi Huang is a highly cited researcher in applied and computational mathematics, with a strong scholarly footprint reflected by 2,079 Google Scholar citations across 148 peer-reviewed publications, an h-index of 23, and an i10-index of 44. His research centers on numerical analysis, multiscale modeling, inverse problems, scientific computing, and the integration of machine learning with partial differential equations, including physics-informed neural networks, DeepONets, and operator learning frameworks. He has published extensively in leading international journals and high-impact conferences such as SIAM Journal on Scientific Computing, Numerische Mathematik, Mathematics of Computation, Communications in Mathematical Sciences, ICML, AAAI, and ICANN, demonstrating both theoretical depth and computational innovation. His contributions include foundational advances in singular perturbation problems, tailored numerical methods, seismic tomography, quantum dynamics, and data-driven PDE solvers. In addition, he has co-authored scholarly books in applied mathematics and image processing, led multiple nationally competitive research projects, received prestigious research awards, and actively contributes to the academic community through editorial and peer-review service, reinforcing his standing as a leading authority in advanced numerical and computational mathematics.

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