Author Page for Long Ma

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 42 (1,183,237)

Abstract:

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

Jingbin Yang, Xiaojing Wu, Zijun Zuo, Long Ma, Jianlin Chen and Weiwei Zhang

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 26 (1,372,601)

Abstract:

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

Jingbin Yang, Xiaojing Wu, Zijun Zuo, Long Ma, Xiangxiang Su, Jianlin Chen and Weiwei Zhang

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 6 (1,566,597)

Long Ma

affiliation not provided to SSRN

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Scholarly Papers (3)

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

Abstract:

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

Abstract:

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

Abstract: