AI/ML algorithms and applications in VLSI design and technology

D Amuru, A Zahra, HV Vudumula, PK Cherupally… - Integration, 2023 - Elsevier
An evident challenge ahead for the integrated circuit (IC) industry is the investigation and
development of methods to reduce the design complexity ensuing from growing process …

Advancements and challenges on parasitic extraction for advanced process technologies

W Yu, M Song, M Yang - Proceedings of the 26th Asia and South Pacific …, 2021 - dl.acm.org
As the feature size scales down, the process technology becomes more complicated and the
design margin shrinks, accurate parasitic extraction during IC design is largely demanded …

Fast electrostatic analysis for VLSI aging based on generative learning

S Lamichhane, S Peng, W **… - 2021 ACM/IEEE 3rd …, 2021 - ieeexplore.ieee.org
Electrostatic analysis, which computes electrical potential and electrical field, is important for
VLSI reliability and high speed circuit design. Deep learning provides new opportunities and …

[BOOK][B] Modeling and Simulation Methods for VLSI Interconnect Reliability Focusing on Time Dependent Dielectric Breakdown

S Peng - 2021 - search.proquest.com
Time dependent dielectric breakdown (TDDB) is one of the important failure mechanisms for
Copper (Cu) interconnects that are used in VLSI circuits. This reliability effect becomes more …