default author photo

Weien Zhou

Academy of Military Sciences - Defense Innovation Institute

Beijing, 10071

China

SCHOLARLY PAPERS

7

DOWNLOADS

595

TOTAL CITATIONS

5

Scholarly Papers (7)

1.

Topology Optimization Via Implicit Neural Representations

Number of pages: 43 Posted: 21 Jan 2023
affiliation not provided to SSRN, Academy of Military Sciences - Defense Innovation Institute, affiliation not provided to SSRN, Academy of Military Sciences - Defense Innovation Institute and Academy of Military Sciences
Downloads 169 (444,808)

Abstract:

Loading...

Topology optimization, Neural Network, Implicit Representation, Automatic Differentiation

2.

Physics-Informed Deep Reversible Regression Model for Temperature Field Reconstruction of Heat-Source Systems

Number of pages: 37 Posted: 01 Jun 2022
National University of Defense Technology, Academy of Military Sciences - Defense Innovation Institute, Academy of Military Sciences - Defense Innovation Institute, Academy of Military Sciences - Defense Innovation Institute and Academy of Military Sciences - Defense Innovation Institute
Downloads 110 (645,052)
Citation 3

Abstract:

Loading...

Deep Reversible Regression Model, Model-based Training Loss, Physics-Informed Reconstruction Loss (PIRL), Evaluation Metrics, Temperature Field Reconstruction of Heat Source Systems (TFR-HSS)

3.

Non-Linear Topology Optimization Via Neural Representations and Material Point Method Part I: Quasi-Static Problem

Number of pages: 43 Posted: 25 May 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, Academy of Military Sciences - Defense Innovation Institute, Academy of Military Sciences - Defense Innovation Institute and Academy of Military Sciences
Downloads 96 (715,072)

Abstract:

Loading...

topology optimization, Material Point Method, Implicit Neural Representation, Automatic Differentiation, Nonlinearity

4.

A General Differentiable Layout Optimization Framework for Heat Transfer Problems

Number of pages: 28 Posted: 30 Jun 2022
Xianqi Chen, Wen Yao, Weien Zhou, Zeyu Zhang and Yu Li
National University of Defense Technology, Academy of Military Sciences - Defense Innovation Institute, Academy of Military Sciences - Defense Innovation Institute, National University of Defense Technology and affiliation not provided to SSRN
Downloads 77 (823,616)
Citation 2

Abstract:

Loading...

Heat source layout optimization, Automatic Differentiation, sensitivity analysis, Level set function, Adaptive multiresolution

5.

Naturalistic-Aware Adversarial Texture Black-Box Attack for 3d Objects Against Object Detection in the Physical World

Number of pages: 35 Posted: 18 Aug 2023
Zhejiang University, Academy of Military Sciences - Defense Innovation Institute, Academy of Military Sciences, Academy of Military Sciences - Defense Innovation Institute, Xidian University and Academy of Military Sciences
Downloads 60 (961,006)

Abstract:

Loading...

adversarial examples, adversarial UV texture, physical adversarial attack, naturally-aware attacks, Object detection

6.

RoboLDA: A Probabilistic Generative Model for Uncovering Embodied Hierarchical Structures in Voxel-based Soft Robots

Number of pages: 45 Posted: 12 Dec 2025
affiliation not provided to SSRN, Renmin University of China, affiliation not provided to SSRN, affiliation not provided to SSRN, Academy of Military Sciences - Defense Innovation Institute, affiliation not provided to SSRN, Renmin University of China - School of Statistics, Academy of Military Sciences - Defense Innovation Institute and Academy of Military Sciences
Downloads 53 (1,041,696)

Abstract:

Loading...

Hierarchical probabilistic model, Latent Dirichlet Allocation, Synergistic control, Voxel-based soft robot

7.

Multi-Source Information Fusion Based Infrared Monitoring by Adding Noise for Thermal-Field Digital Twin

Number of pages: 25 Posted: 09 Apr 2025
affiliation not provided to SSRN, National University of Defense Technology, Academy of Military Sciences - Defense Innovation Institute, affiliation not provided to SSRN, affiliation not provided to SSRN and Academy of Military Sciences - Defense Innovation Institute
Downloads 30 (1,318,317)

Abstract:

Loading...

infrared monitoring, digital twin, information fusion, self adaptation