Capacitance extraction of interconnects via machine learning

• المؤلف الرئيسي: Zhang, Yiming
• مؤلفون آخرون: Abdulkadir C. Yucel
• التنسيق: Thesis-Master by Coursework
• اللغة: English
• منشور في: Nanyang Technological University 2025
• الموضوعات: Engineering; Capacitance extraction; Machine learning
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/183270

As Very Large-Scale Integration (VLSI) technology advances and the complexity of integrated circuits (ICs) increases, the precise extraction of interconnect capacitance is becoming increasingly crucial. Current physics-based methods, although accurate, are grounded in Poisson's equations and...