Ping Zhu

Affiliations:
  • Shanghai Jiao Tong University, Shanghai, China


According to our database1, Ping Zhu authored at least 19 papers between 2012 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
A two-stage Kriging estimation variance reduction method for efficient time-variant reliability-based design optimization.
Reliab. Eng. Syst. Saf., September, 2023

2022
Style transfer in conditional GANs for cross-modality synthesis of brain magnetic resonance images.
Comput. Biol. Medicine, 2022

3D convolutional neural networks with hybrid attention mechanism for early diagnosis of Alzheimer's disease.
Biomed. Signal Process. Control., 2022

Aiding Alzheimer's Disease Diagnosis Using Graph Convolutional Networks Based on rs-fMRI Data.
Proceedings of the 15th International Congress on Image and Signal Processing, 2022

2021
An Engineering Domain Knowledge-Based Framework for Modelling Highly Incomplete Industrial Data.
Int. J. Data Warehous. Min., 2021

Enhancing Data-driven Multiscale Topology Optimization with Generalized De-homogenization.
CoRR, 2021

Mechanical Cloak via Data-Driven Aperiodic Metamaterial Design.
CoRR, 2021

Scalable Gaussian Processes for Data-Driven Design using Big Data with Categorical Factors.
CoRR, 2021

Data-Driven Multiscale Design of Cellular Composites with Multiclass Microstructures for Natural Frequency Maximization.
CoRR, 2021

Multi-input Deep Convolutional Neural Network Based on Transfer Learning for Assisted Diagnosis of Alzheimer's Disease.
Proceedings of the HCI International 2021 - Posters - 23rd HCI International Conference, 2021

2020
An adaptive switchover hybrid particle swarm optimization algorithm with local search strategy for constrained optimization problems.
Eng. Appl. Artif. Intell., 2020

Deep Generative Modeling for Mechanistic-based Learning and Design of Metamaterial Systems.
CoRR, 2020

Data-Driven Topology Optimization with Multiclass Microstructures using Latent Variable Gaussian Process.
CoRR, 2020

A GAN-based image synthesis method for skin lesion classification.
Comput. Methods Programs Biomed., 2020

2019
Label-Free Detection of E. coli O157: H7 DNA Using Light-Addressable Potentiometric Sensors with Highly Oriented ZnO Nanorod Arrays.
Sensors, 2019

An in-vivo bioelectronic nose using bioengineered olfactory system of rat as sensitive elements towards explosive detection.
Proceedings of the IEEE International Symposium on Olfaction and Electronic Nose, 2019

A sperm cell-based biosensor using fluorescence probe for responsive signal readout towards bitter detection.
Proceedings of the IEEE International Symposium on Olfaction and Electronic Nose, 2019

2013
Lightweight design of vehicle parameters under crashworthiness using conservative surrogates.
Comput. Ind., 2013

2012
Use of support vector regression in structural optimization: Application to vehicle crashworthiness design.
Math. Comput. Simul., 2012


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