Generative adversarial network for early-stage design flexibility in topology optimization for additive manufacturing

Enabling predictive maintenance integrated production scheduling by operation-specific health prognostics with generative deep learning

(2021) Simon Zhai et al.   JOURNAL OF MANUFACTURING SYSTEMS

Spindle thermal error prediction approach based on thermal infrared images: A deep learning method

(2021) Wu Chengyang et al.   JOURNAL OF MANUFACTURING SYSTEMS

Deep learning-based adversarial multi-classifier optimization for cross-domain machinery fault diagnostics

(2020) Xiang Li et al.   JOURNAL OF MANUFACTURING SYSTEMS

CAD-based design and pre-processing tools for additive manufacturing

(2019) Botao Zhang et al.   JOURNAL OF MANUFACTURING SYSTEMS

Deep Generative Design: Integration of Topology Optimization and Generative Models

(2019) Sangeun Oh et al.   JOURNAL OF MECHANICAL DESIGN

Additive Manufacturing Constraints in Topology Optimization for Improved Manufacturability

(2018) Kunal Mhapsekar et al.   JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME

Deep learning for smart manufacturing: Methods and applications

(2018) Jinjiang Wang et al.   JOURNAL OF MANUFACTURING SYSTEMS

Deep learning for determining a near-optimal topological design without any iteration

(2018) Yonggyun Yu et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Integration of Design for Manufacturing Methods With Topology Optimization in Additive Manufacturing

(2017) Rajit Ranjan et al.   JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME

Topology optimization and additive manufacturing: Comparison of conception methods using industrial codes

(2017) Yassine Saadlaoui et al.   JOURNAL OF MANUFACTURING SYSTEMS

Topology optimization with manufacturing constraints: A unified projection-based approach

(2016) Sandro L. Vatanabe et al.   ADVANCES IN ENGINEERING SOFTWARE

An additive manufacturing filter for topology optimization of print-ready designs

(2016) Matthijs Langelaar   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Multi-material topology optimization using ordered SIMP interpolation

(2016) Wenjie Zuo et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Stress constrained topology optimization

(2013) Erik Holmberg et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Manufacturable mechanical part design with constrained topology optimization

(2012) Jianan Lu et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE

Towards an integrated generative design framework

(2011) Vishal Singh et al.   DESIGN STUDIES

Efficient topology optimization in MATLAB using 88 lines of code

(2010) Erik Andreassen et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION