activity
20242026
most citedThe Dawn of AI-Native EDA: Opportunities and Challenges of Large Circuit Models

21 citations · 24 across the 17 of their papers we have counts for

collaborators
Showing 2024Show all

9 papers · 1 filter

cs.AR2024

AnalogXpert: Automating Analog Topology Synthesis by Incorporating Circuit Design Expertise into Large Language Models

Haoyi Zhang, Shizhao Sun, Yibo Lin +2

Analog circuits are crucial in modern electronic systems, and automating their design has attracted significant research interest. One of major challenges is topology synthesis, wh…

cs.CE2024

MORE-Stress: Model Order Reduction based Efficient Numerical Algorithm for Thermal Stress Simulation of TSV Arrays in 2.5D/3D IC

Tianxiang Zhu, Qipan Wang, Yibo Lin +2

Thermomechanical stress induced by through-silicon vias (TSVs) plays an important role in the performance and reliability analysis of 2.5D/3D ICs. While the finite element method (…

cond-mat.mes-hall2024

From Flip FET to Flip 3D Integration (F3D): Maximizing the Scaling Potential of Wafer Both Sides Beyond Conventional 3D Integration

Heng Wu, Haoran Lu, Wanyue Peng +13

In this work, we proposed a new 3D integration technology: the Flip 3D integration (F3D), consisting of the 3D transistor stacking, the 3D dual-sided interconnects, the 3D die-to-d…

cond-mat.mtrl-sci2024

Thermal Conductivity of Cubic Silicon Carbide Single Crystals Heavily Doped by Nitrogen

Zifeng Huang, Yunfan Yang, Da Sheng +7

High-purity cubic silicon carbide possesses the second-highest thermal conductivity among large-scale crystals, surpassed only by diamond, making it crucial for practical applicati…

cs.AR2024

Theseus: Exploring Efficient Wafer-Scale Chip Design for Large Language Models

Jingchen Zhu, Chenhao Xue, Yiqi Chen +13

The emergence of the large language model~(LLM) poses an exponential growth of demand for computation throughput, memory capacity, and communication bandwidth. Such a demand growth…

cs.AR2024★ 3 cited

LayoutCopilot: An LLM-powered Multi-agent Collaborative Framework for Interactive Analog Layout Design

Bingyang Liu, Haoyi Zhang, Xiaohan Gao +5

Analog layout design heavily involves interactive processes between humans and design tools. Electronic Design Automation (EDA) tools for this task are usually designed to use scri…

cs.AR2024★ 21 cited

The Dawn of AI-Native EDA: Opportunities and Challenges of Large Circuit Models

Lei Chen, Yiqi Chen, Zhufei Chu +36

Within the Electronic Design Automation (EDA) domain, AI-driven solutions have emerged as formidable tools, yet they typically augment rather than redefine existing methodologies.…

cs.AR2024

EasyACIM: An End-to-End Automated Analog CIM with Synthesizable Architecture and Agile Design Space Exploration

Haoyi Zhang, Jiahao Song, Xiaohan Gao +4

Analog Computing-in-Memory (ACIM) is an emerging architecture to perform efficient AI edge computing. However, current ACIM designs usually have unscalable topology and still heavi…

cs.LG2024

PDNNet: PDN-Aware GNN-CNN Heterogeneous Network for Dynamic IR Drop Prediction

Yuxiang Zhao, Zhuomin Chai, Xun Jiang +3

IR drop on the power delivery network (PDN) is closely related to PDN's configuration and cell current consumption. As the integrated circuit (IC) design is growing larger, dynamic…