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Xiaojing Wu

affiliation not provided to SSRN

SCHOLARLY PAPERS

3

DOWNLOADS

84

TOTAL CITATIONS

0

Scholarly Papers (3)

1.

A consistency-identifiable conditional variational autoencoder with uncertainty–determinism fusion for reliable generative shape design

Number of pages: 29 Posted: 15 Jan 2026
Long Ma, Xiaojing Wu, Zijun Zuo and Weiwei Zhang
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Northwestern Polytechnic University (NPU)
Downloads 45 (1,183,237)

Abstract:

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Conditional variational autoencoder, generative learning, shape design, cycle consistency, inverse problems

2.

A new 3D Geometric Shape Parametric Method via Cross-Sectional Projection and Position-Conditioned Point Cloud Variational Autoencoder

Number of pages: 97 Posted: 28 Nov 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Northwestern Polytechnic University (NPU)
Downloads 28 (1,372,601)

Abstract:

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3D Geometric Representation, Point Cloud Modeling, Cross-Sectional Projection, Conditional Variational Autoencoder

3.

Propeller-Focused 3D Parametric Modeling via Cross-Sectional Projection and Position-Conditioned Point Cloud Variational Autoencoder

Number of pages: 41 Posted: 04 Feb 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Northwestern Polytechnic University (NPU)
Downloads 11 (1,566,597)

Abstract:

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3D Geometric Representation, Point Cloud Modeling, Cross-Sectional Projection, Conditional Variational Autoencoder