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Quanjun Lang
Quanjun Lang
Math Department, Duke University
Adresse e-mail validée de duke.edu - Page d'accueil
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Learning interaction kernels in mean-field equations of first-order systems of interacting particles
Q Lang, F Lu
SIAM Journal on Scientific Computing 44 (1), A260-A285, 2022
302022
Identifiability of interaction kernels in mean-field equations of interacting particles
Q Lang, F Lu
Foundation of Data Science, 2023, Volume 5, Issue 4: 480-502., 2021
192021
Data adaptive RKHS Tikhonov regularization for learning kernels in operators
F Lu, Q Lang, Q An
Mathematical and Scientific Machine Learning, 158-172, 2022
172022
Interacting Particle Systems on Networks: joint inference of the network and the interaction kernel
Q Lang, X Wang, F Lu, M Maggioni
arXiv preprint arXiv:2402.08412, 2024
52024
A Data-Adaptive RKHS Prior for Bayesian Learning of Kernels in Operators
NK Chada, Q Lang, F Lu, X Wang
Journal of Machine Learning Research 25 (317), 1-37, 2024
4*2024
Powers of generators on Dirichlet spaces and applications to Harnack principles
F Baudoin, Q Lang, Y Sire
arXiv preprint arXiv:2010.01036, 2020
42020
Small noise analysis for Tikhonov and RKHS regularizations
Q Lang, F Lu
arXiv preprint arXiv:2305.11055, 2023
32023
Learning Memory Kernels in Generalized Langevin Equations
Q Lang, J Lu
arXiv preprint arXiv:2402.11705, 2024
22024
A Unified Blockwise Measurement Design for Learning Quantum Channels and Lindbladians via Low-Rank Matrix Sensing
Q Lang, J Lu
arXiv preprint arXiv:2501.14080, 2025
2025
Self-test loss functions for learning weak-form operators and gradient flows
Y Gao, Q Lang, F Lu
arXiv preprint arXiv:2412.03506, 2024
2024
Extension method in Dirichlet spaces with sub-Gaussian estimates and applications to regularity of jump processes on fractals
F Baudoin, Q Lang, Y Sire
arXiv preprint arXiv:2403.18984, 2024
2024
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