In the post-Moore era, traditional integrated circuit (IC) design faces bottlenecks such as long design cycles, high costs, and difficulty in PPA convergence. Artificial intelligence (AI), with its data-driven and global optimization capabilities, has pene trated the entire IC design process. This paper systematically reviews the technological evolution of AI in full-process IC design, with emphasis on algorithmic representation mechanisms—from how Graph Neural Networks (GNNs) model congestion as node and edge features, to how Circuit Transformers capture long-range dependencies in directed acyclic graphs. We also analyze engineering practices of AI -EDA integration in industry and discuss technical challenges, including generalization, interpretability, and physical consistency, providing a reference for related research.
The findings of the study indicate that a large number of women in Bangladesh are suffering from being overweight or obese, and multiple factors are responsible for this including, older age,being from wealthy households, higher education, being from food-secured households, watching TV at least once a week, and being...
Haribondhu Sarma, N. Saquib, M. Hasan et al.· BMC Obesity· 75 citations· ⚡5
Purpose Overall health status indicators have improved significantly over the past three decades in Indonesia. However, the country’s maternal mortality ratio remains high with a stark inequality by region. Fewer studies have explored access inequity in maternal health care service over time using multiple inequality m...
Herfina Y. Nababan, M. Hasan, Tiara Marthias et al.· International Journal of Wom...· 64 citations· ⚡2
Agile methods continue to gain popularity. In particular, the Scrum method appears to be on the verge of becoming a de-facto standard in the industry, leading the so called Agile movement. While there are success stories and recommendations, there is little scientifically valid evidence of the challenges in the adoptio...
A. Marchenko, P. Abrahamsson· Agile Conference· 59 citations· ⚡11
Findings demonstrate a strong positive association between mother’s education and IYCF indicators and suggest strengthening national policies to educate women at least to the secondary level in SACs might be a cost-effective intervention for improving IY CF practices.
M. Tariqujjaman, M. Hasan, M. Mahfuz et al.· Nutrients· 45 citations· ⚡4
A comprehensive taxonomy of the challenges faced when a medium-scale organization decided to adopt software platforms is provided, namely: business challenges, organizational challenges, technical challenges, and people challenges.
Yaser Ghanam, F. Maurer, P. Abrahamsson· Information and Software Tec...· 41 citations· ⚡3
Good knowledge, positive attitude and some sociodemographic factors were significant with exclusive breastfeeding which are needed to improve for promoting exclusive breastfeeding practices and reducing infant mortality and morbidity.
M. Hasan, M. Hassan, M. Khan et al.· Population Medicine· 32 citations· ⚡6
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