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Ping Zhu

Researcher at Shanghai Jiao Tong University

Publications -  127
Citations -  2442

Ping Zhu is an academic researcher from Shanghai Jiao Tong University. The author has contributed to research in topics: Finite element method & Crashworthiness. The author has an hindex of 23, co-authored 113 publications receiving 1724 citations.

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Metamodel-based lightweight design of B-pillar with TWB structure via support vector regression

TL;DR: Optimum design of B-pillar is proposed by using tailor-welded blank (TWB) structure to minimize the weight under the constraints of vehicle roof crush and side impact, in which support vector regression (SVR) is used for metamodeling.
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A GAN-based image synthesis method for skin lesion classification.

TL;DR: The proposed skin lesion style-based GANs can generate high-quality skin lesions images efficiently, leading to the performance improvement of the classification model.
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Deep generative modeling for mechanistic-based learning and design of metamaterial systems

TL;DR: It is shown that the latent space of VAE provides a distance metric to measure shape similarity, enable interpolation between microstructures and encode meaningful patterns of variation in geometries and properties, and systematic data-driven methods are proposed for the design of microstructure, graded family, and multiscale system.
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Lightweight design of automotive composite bumper system using modified particle swarm optimizer

TL;DR: In this article, a structure design and optimization method is proposed for a commercial front bumper system made by carbon fiber woven composite, which is an effective way to develop the bumper system using composite materials to meet the crash safety and lightweight demands simultaneously.
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Finite element analysis of low-velocity impact damage in composite laminated plates

TL;DR: An approach to predict the initiation and propagation of damage in composite laminated plates is brought forward in this paper, which is based on contact constraint introduced by penalty function method. But this approach is limited to the case of carbon-epoxy composites.