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Hui Huang (黄辉)
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Consensus-Based Optimization on the Sphere: Convergence to Global Minimizers and Machine Learning.
M Fornasier, H Huang, L Pareschi, P Sünnen
The Journal of Machine Learning Research 22 (237), 1-55, 2021
632021
Consensus-based optimization on hypersurfaces: Well-posedness and mean-field limit
M Fornasier, H Huang, L Pareschi, P Sünnen
Mathematical Models and Methods in Applied Sciences 30 (14), 2725-2751, 2020
61*2020
Well-posedness for the Keller-Segel equation with fractional Laplacian and the theory of propagation of chaos
H Huang, JG Liu
Kinetic and Related Models 9 (4), 715-748, 2016
352016
A measure theoretical approach to the mean-field maximum principle for training NeurODEs
B Bonnet, C Cipriani, M Fornasier, H Huang
Nonlinear Analysis 227, 113161, 2023
272023
On the global convergence of particle swarm optimization methods
H Huang, J Qiu, K Riedl
Applied Mathematics & Optimization 88 (2), 30, 2023
262023
On the mean‐field limit for the consensus‐based optimization
H Huang, J Qiu
Mathematical Methods in the Applied Sciences 45 (12), 7814-7831, 2022
262022
On the mean-field limit for the Vlasov–Poisson–Fokker–Planck system
H Huang, JG Liu, P Pickl
Journal of Statistical Physics 181, 1915-1965, 2020
262020
Error estimate of a random particle blob method for the Keller-Segel equation
H Huang, JG Liu
Mathematics of Computation 86 (308), 2719-2744, 2017
262017
Anisotropic diffusion in consensus-based optimization on the sphere
M Fornasier, H Huang, L Pareschi, P Sünnen
SIAM Journal on Optimization 32 (3), 1984-2012, 2022
242022
Propagation of chaos for the Keller–Segel equation over bounded domains
RC Fetecau, H Huang, W Sun
Journal of Differential Equations 266 (4), 2142-2174, 2019
202019
Zero-inertia limit: from particle swarm optimization to consensus-based optimization
C Cipriani, H Huang, J Qiu
SIAM Journal on Mathematical Analysis 54 (3), 3091-3121, 2022
192022
Learning interacting particle systems: Diffusion parameter estimation for aggregation equations
H Huang, JG Liu, J Lu
Mathematical Models and Methods in Applied Sciences 29 (01), 1-29, 2019
172019
Mean-field particle swarm optimization
S Grassi, H Huang, L Pareschi, J Qiu
Modeling and Simulation for Collective Dynamics 40, 127-193, 2023
162023
The microscopic derivation and well-posedness of the stochastic Keller–Segel equation
H Huang, J Qiu
Journal of Nonlinear Science 31 (1), 6, 2021
122021
Consensus-based optimization for saddle point problems
H Huang, J Qiu, K Riedl
SIAM Journal on Control and Optimization 62 (2), 1093-1121, 2024
82024
Discrete-in-time random particle blob method for the Keller–Segel equation and convergence analysis
H Huang, JG Liu
Communications in Mathematical Sciences 15 (7), 1821-1842, 2017
82017
A note on the mean-field limit for the particle swarm optimization
H Huang
Applied Mathematics Letters 117, 107133, 2021
72021
Zero-diffusion limit for aggregation equations over bounded domains
RC Fetecau, H Huang, D Messenger, W Sun
Discrete and Continuous Dynamical Systems 42 (10), 4905-4936, 2022
5*2022
Quantitative estimate of the overdamped limit for the Vlasov–Fokker–Planck systems
H Huang
Partial Differential Equations in Applied Mathematics 4, 100186, 2021
42021
Error estimates of the aggregation-diffusion splitting algorithms for the Keller-Segel equations.
H Huang, JG Liu
Discrete and Continuous Dynamical Systems-Series B 21 (10), 2016
22016
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