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cs.AR2026
WarPGNN: A Parametric Thermal Warpage Analysis Framework with Physics-aware Graph Neural Network
Haotian Lu, Jincong Lu, Sachin Sachdeva +1
With the advent of system-in-package (SiP) chiplet-based design and heterogeneous 2.5D/3D integration, thermal-induced warpage has become a critical reliability concern. While conv…
cs.AR2025
Enhanced Hybrid Temporal Computing Using Deterministic Summations for Ultra-Low-Power Accelerators
Sachin Sachdeva, Jincong Lu, Wantong Li +1
This paper presents an accuracy-enhanced Hybrid Temporal Computing (E-HTC) framework for ultra-low-power hardware accelerators with deterministic additions. Inspired by the recentl…
cs.AR2024
Hybrid Temporal Computing for Lower Power Hardware Accelerators
Maliha Tasnim, Sachin Sachdeva, Yibo Liu +1
In this paper, we propose a new hybrid temporal computing (HTC) framework that leverages both pulse rate and temporal data encoding to design ultra-low energy hardware accelerators…