IF-TONIR: iteration-free topology optimization based on implicit neural representations

• Main Authors: Hu, Jiangbei, He, Ying, Xu, Baixin, Wang, Shengfa, Lei, Na, Luo, Zhongxuan
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Engineering::Computer science and engineering; Topology Optimization; Implicit Neural Representations
• Online Access: https://hdl.handle.net/10356/173270
• Institution: Nanyang Technological University

Topology optimization holds great significance as a research topic in the field of mechanical engineering, aiming to design and optimize structures to achieve desired performance while adhering to specific constraints. However, its high computational complexity and iterative optimization process sev...