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pro vyhledávání: '"Feng, Mingquan"'
Optimal control problems (OCPs) involve finding a control function for a dynamical system such that a cost functional is optimized. It is central to physical systems in both academia and industry. In this paper, we propose a novel instance-solution c
Externí odkaz:
http://arxiv.org/abs/2412.12469
The past few years have witnessed an increased interest in learning Hamiltonian dynamics in deep learning frameworks. As an inductive bias based on physical laws, Hamiltonian dynamics endow neural networks with accurate long-term prediction, interpre
Externí odkaz:
http://arxiv.org/abs/2203.00128
Deep neural networks are vulnerable to adversarial attacks. White-box adversarial attacks can fool neural networks with small adversarial perturbations, especially for large size images. However, keeping successful adversarial perturbations impercept
Externí odkaz:
http://arxiv.org/abs/2011.05254
Akademický článek
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Publikováno v:
IOP Conference Series: Earth & Environmental Science; 3/7/2021, Vol. 638, p1-8, 8p
