GPU-based PRIMA Algorithm for Passive Model Order Reduction

Analysis of modern high-speed high-density designs with multi-physics-based formulations for signal, power and thermal integrity analysis is becoming increasingly challenging due to the associated mixed-domain and large set of circuit equations. PRIMA algorithm has been widely used for passive reduction of large linear sets of equations for providing computational efficiency. In this paper, PRIMA algorithm is advanced to benefit from the emerging platform of Tensor Core (TC) Graphical Processing Units (GPUs), yielding significant speed-up compared to the traditional approach.

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Published
2024-12-17
DOI
https://doi.org/10.1109/edaps64431.2024.10988473
Primary Topic
Real-time simulation and control systems
Type
article
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article

GPU-based PRIMA Algorithm for Passive Model Order Reduction

Asoke Kumar Bhunia, Ramachandra Achar, Rayeed Anando
Real-time simulation and control systems
article

GPU-based PRIMA Algorithm for Passive Model Order Reduction

Asoke Kumar Bhunia, Ramachandra Achar, Rayeed Anando
article en

Abstract

Analysis of modern high-speed high-density designs with multi-physics-based formulations for signal, power and thermal integrity analysis is becoming increasingly challenging due to the associated mixed-domain and large set of circuit equations. PRIMA algorithm has been widely used for passive reduction of large linear sets of equations for providing computational efficiency. In this paper, PRIMA algorithm is advanced to benefit from the emerging platform of Tensor Core (TC) Graphical Processing Units (GPUs), yielding significant speed-up compared to the traditional approach.

Carleton University (CA), Indian Institute of Engineering Science and Technology, Shibpur (IN)
Affordable and clean energy
Openalex Percentile: Top 63%
Real-time simulation and control systems
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GPU-based PRIMA Algorithm for Passive Model Order Reduction — Asoke Kumar Bhunia, Ramachandra Achar, et al. · (2024) | TGRS Research Map | TGRS