Wei Zhu
University of Massachusetts Amherst
H-index: 11
North America-United States
Top articles of Wei Zhu
Discovering governing equations in discrete systems using pinns
Communications in Nonlinear Science and Numerical Simulation
2023/11/1
Accurate age-grading of field-aged mosquitoes reared under ambient conditions using surface-enhanced Raman spectroscopy and artificial neural networks
Journal of Medical Entomology
2023/9/1
Machine learning of independent conservation laws through neural deflation
Physical Review E
2023/8/18
Sample complexity of probability divergences under group symmetry
2023/7/3
Statistical Guarantees of Group-Invariant GANs
arXiv preprint arXiv:2305.13517
2023/5/22
On the implicit bias of linear equivariant steerable networks: Margin, generalization, and their equivalence to data augmentation
arXiv preprint arXiv:2303.04198
2023/3/7
Neural networks enforcing physical symmetries in nonlinear dynamical lattices: The case example of the Ablowitz–Ladik model
Physica D: Nonlinear Phenomena
2022/6/1
Scaling-translation-equivariant networks with decomposed convolutional filters
Journal of machine learning research
2022
Deformation robust roto-scale-translation equivariant CNNs
arXiv preprint arXiv:2111.10978
2021/11/22
Adversarial defense via the data-dependent activation, total variation minimization, and adversarial training
Inverse Problems & Imaging
2020/1
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