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Yongqiang Cai
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A quantitative analysis of the effect of batch normalization on gradient descent
Y Cai, Q Li, Z Shen
International Conference on Machine Learning 97, 882-890, 2019
432019
Multi‐fidelity high‐throughput optimization of electrical conductivity in P3HT‐CNT composites
D Bash, Y Cai, V Chellappan, SL Wong, X Yang, P Kumar, JD Tan, ...
Advanced Functional Materials 31 (36), 2102606, 2021
41*2021
Liquid crystalline bilayers self-assembled from rod–coil diblock copolymers
Y Cai, P Zhang, AC Shi
Soft Matter 13 (26), 4607-4615, 2017
232017
Achieve the Minimum Width of Neural Networks for Universal Approximation
Y Cai
International Conference on Learning Representations, 2023
122023
Minimum Width of Leaky-ReLU Neural Networks for Uniform Universal Approximation
L Li, Y Duan, G Ji, Y Cai
https://arxiv.org/abs/2305.18460, 2023
7*2023
Elastic properties of liquid-crystalline bilayers self-assembled from semiflexible–flexible diblock copolymers
Y Cai, P Zhang, AC Shi
Soft matter 15 (45), 9215-9223, 2019
52019
Vanilla feedforward neural networks as a discretization of dynamic systems
Y Duan, L Li, G Ji, Y Cai
arXiv preprint arXiv:2209.10909, 2022
42022
Analytical calculation of the elastic moduli of self-assembled liquid-crystalline bilayer membranes
X Wang, S Li, Y Cai
The Journal of Physical Chemistry B 125 (20), 5309-5320, 2021
32021
Elastic properties of self-assembled bilayer membranes: Analytic expressions via asymptotic expansion
Y Cai, S Li, AC Shi
The Journal of Chemical Physics 152 (24), 2020
32020
Tilt modulus of bilayer membranes self-assembled from rod–coil diblock copolymers
Y Cai
Langmuir 38 (18), 5820-5828, 2022
12022
Periodic Cylindrical Bilayers Self-Assembled from Diblock Polymers
Y Luo, M Yang, S Li, Y Di, Y Cai
arXiv preprint arXiv:2403.02588, 2024
2024
Optimization in Machine Learning: a Distribution-Space Approach
Y Cai, Q Li, Z Shen
Communications on Applied Mathematics and Computation, 1-24, 2024
2024
A Minimal Control Family of Dynamical Syetem for Universal Approximation
Y Duan, Y Cai
arXiv preprint arXiv:2312.12903, 2023
2023
Vocabulary for Universal Approximation: A Linguistic Perspective of Mapping Compositions
Y Cai
arXiv preprint arXiv:2305.12205, 2023
2023
Mimicking effects of cholesterol in lipid bilayer membranes by self-assembled amphiphilic block copolymers
X Wang, S Xu, FS Cohen, J Zhang, Y Cai
Soft matter 19 (29), 5487-5501, 2023
2023
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