| 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 | 40 | 2019 |
| 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 | 38* | 2021 |
| Liquid crystalline bilayers self-assembled from rod–coil diblock copolymers Y Cai, P Zhang, AC Shi Soft Matter 13 (26), 4607-4615, 2017 | 23 | 2017 |
| Achieve the Minimum Width of Neural Networks for Universal Approximation Y Cai International Conference on Learning Representations, 2023 | 9 | 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 | 5 | 2019 |
| 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 | 4* | 2023 |
| Vanilla feedforward neural networks as a discretization of dynamic systems Y Duan, L Li, G Ji, Y Cai arXiv preprint arXiv:2209.10909, 2022 | 4 | 2022 |
| 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 | 3 | 2021 |
| 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 | 3 | 2020 |
| Tilt modulus of bilayer membranes self-assembled from rod–coil diblock copolymers Y Cai Langmuir 38 (18), 5820-5828, 2022 | 1 | 2022 |
| 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 |
Qianxiao LiAssistant Professor, Department of Mathematics and Institute for Functional Intelligent MaterialsVerified email at nus.edu.sg
