基本信息
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Bio
Developing advanced fast machine learning, stochastic, and deterministic numerical methods for data science and scientific computing applications, and understanding complex physical phenomena with a special focus on quantum phenomena, electromagnetic processes, and wave scattering in random media and stochastic controls.
Deep neural network machine learning algorithms for scientific computing, wideband and multiscale spectral-bias-free learning for high dimensional quantum systems, high frequency wave scattering in random media, and fluid dynamics, stochastic controls.
Fast multipole methods for wave source interactions in layered media
Hierarchical random compression methods for kernel matrices
Stochastic computing methods; Computational probability and Feynman-Kac representation of PDE solutions and E&M polarizability tensors of particle of complicated shapes
Computational biology, solvation, fast algorithms for electrostatics
Computational electromagnetics for wave scattering of meta-materials
Quantum transport (Wigner transport and Non-equilibrium Green’s function methods)
Adaptive wavelet/multiscale methods
Monte Carlo and stochastic methods, Spectral methods, integral equation methods, discontinuous Galerkin methods
Deep neural network machine learning algorithms for scientific computing, wideband and multiscale spectral-bias-free learning for high dimensional quantum systems, high frequency wave scattering in random media, and fluid dynamics, stochastic controls.
Fast multipole methods for wave source interactions in layered media
Hierarchical random compression methods for kernel matrices
Stochastic computing methods; Computational probability and Feynman-Kac representation of PDE solutions and E&M polarizability tensors of particle of complicated shapes
Computational biology, solvation, fast algorithms for electrostatics
Computational electromagnetics for wave scattering of meta-materials
Quantum transport (Wigner transport and Non-equilibrium Green’s function methods)
Adaptive wavelet/multiscale methods
Monte Carlo and stochastic methods, Spectral methods, integral equation methods, discontinuous Galerkin methods
Research Interests
Papers共 601 篇Author StatisticsCo-AuthorSimilar Experts
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Organic Letters (2024)
WWW 2024pp.1824-1834, (2024)
Mechanics of Time-Dependent Materialspp.1-17, (2024)
BIOENGINEERING-BASELno. 1 (2024): 29
Organic Lettersno. 19 (2024): 4037-4042
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMSno. 99 (2024): 1-12
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONSno. 4 (2024): 101:1-101:42
IEEE Consumer Electronics Magazineno. 99 (2024): 1-9
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