Zobrazeno 1 - 10
of 29
pro vyhledávání: '"Zheng-Xin Yang"'
Publikováno v:
Engineering, Vol 27, Iss , Pp 70-83 (2023)
The past decade has seen a sharp increase in machine learning (ML) applications in scientific research. This review introduces the basic constituents of ML, including databases, features, and algorithms, and highlights a few important achievements in
Externí odkaz:
https://doaj.org/article/f5b052ed192c4e968604226a7782a6a6
Diffusion models have emerged as a popular method for 3D generation. However, it is still challenging for diffusion models to efficiently generate diverse and high-quality 3D shapes. In this paper, we introduce OctFusion, which can generate 3D shapes
Externí odkaz:
http://arxiv.org/abs/2408.14732
As a promising 3D generation technique, multiview diffusion (MVD) has received a lot of attention due to its advantages in terms of generalizability, quality, and efficiency. By finetuning pretrained large image diffusion models with 3D data, the MVD
Externí odkaz:
http://arxiv.org/abs/2402.14253
Publikováno v:
ACM Transactions on Graphics (SIGGRAPH), 42, 4 (August 2023), 13 pages
Although the recent rapid evolution of 3D generative neural networks greatly improves 3D shape generation, it is still not convenient for ordinary users to create 3D shapes and control the local geometry of generated shapes. To address these challeng
Externí odkaz:
http://arxiv.org/abs/2305.04461
We present a StyleGAN2-based deep learning approach for 3D shape generation, called SDF-StyleGAN, with the aim of reducing visual and geometric dissimilarity between generated shapes and a shape collection. We extend StyleGAN2 to 3D generation and ut
Externí odkaz:
http://arxiv.org/abs/2206.12055
Akademický článek
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Akademický článek
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Publikováno v:
Composite Structures. 185:411-420
For the magneto-electro-elastic multilayered plate, the natural characteristics of regular simply supported three-layered plate is investigated through analytical and finite element method respectively. First, the analytical model of simply supported
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c539e7d1cc493b240c6ea65c308b3438
https://doi.org/10.1016/j.compstruct.2017.11.031
https://doi.org/10.1016/j.compstruct.2017.11.031
Publikováno v:
Nonlinear Dynamics. 89:27-38
The nonlinear harmonic response of a cantilever hard-coating plate which is made of a layer of anisotropic hard-coating material and isotropic metal substrate is investigated based on the theory of high-order shear deformation of plate. Firstly, base
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d80f31f0070cf901c1e593b42665692a
https://doi.org/10.1007/s11071-017-3433-1
https://doi.org/10.1007/s11071-017-3433-1
Publikováno v:
ISA transactions. 116
For the safe working of rolling bearing, this paper presents a fault severity assessment method through optimized multi-dictionaries matching pursuit (OMMP) and Lempel-Ziv (LZ) complexity. To solve the redundancy problem of over-complete dictionary,
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::51f878475523b4ec88662d935b151c38
https://pubmed.ncbi.nlm.nih.gov/33612273
https://pubmed.ncbi.nlm.nih.gov/33612273