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Title: :  Artificial Intelligence in Integrated Circuit Design: Revolutionizing Productivity Amidst Practical Challenges
PaperId: :  27033
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 11 Issue 4 2025
DUI:    16.0415/IJARIIE-27033
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Khanh Pham DuyThai Nguyen University of Technology, Thai Nguyen city, Viet Nam

Abstract

Technology
IC design, microelectronics, semiconductor industry, Artificial Intelligence, Machine Learning, Electronic Design Automation (EDA)
The relentless progression of Moore’s Law has pushed the semiconductor industry into an era of unprecedented complexity, where traditional IC design methods are being stretched to their physical and technological limits. Artificial Intelligence (AI) and Machine Learning (ML) have emerged as solutions that promise to revolutionize the EDA design process. By automating complex tasks and exploring large design spaces, AI tools are proving to accelerate design cycles and optimize PPA (Power-Performance-Area) metrics. This paper provides a comprehensive analysis of current applications of AI across the entire IC design process, from architectural layout planning to final verification. However, the paper also points out the fundamental limitations of AI technology despite its great support for engineers in the IC design process. The paper also points out that the contextual understanding, critical thinking, intuition and experience of IC engineers are still indispensable. Therefore, human intuition and expertise remain the indispensable core of the design process, especially for complex SoCs, analog circuits and mixed-signal circuits. The author will also analyze the practical applications of AI in the modern IC design cycle, and delve into the core limitations that keep humans at the center of the creative and problem-solving process. Therefore, the future lies not in AI replacing engineers, but in a symbiotic relationship that enhances human ingenuity.

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IJARIIE Khanh Pham Duy. "Artificial Intelligence in Integrated Circuit Design: Revolutionizing Productivity Amidst Practical Challenges" International Journal Of Advance Research And Innovative Ideas In Education Volume 11 Issue 4 2025 Page 134-139
MLA Khanh Pham Duy. "Artificial Intelligence in Integrated Circuit Design: Revolutionizing Productivity Amidst Practical Challenges." International Journal Of Advance Research And Innovative Ideas In Education 11.4(2025) : 134-139.
APA Khanh Pham Duy. (2025). Artificial Intelligence in Integrated Circuit Design: Revolutionizing Productivity Amidst Practical Challenges. International Journal Of Advance Research And Innovative Ideas In Education, 11(4), 134-139.
Chicago Khanh Pham Duy. "Artificial Intelligence in Integrated Circuit Design: Revolutionizing Productivity Amidst Practical Challenges." International Journal Of Advance Research And Innovative Ideas In Education 11, no. 4 (2025) : 134-139.
Oxford Khanh Pham Duy. 'Artificial Intelligence in Integrated Circuit Design: Revolutionizing Productivity Amidst Practical Challenges', International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 4, 2025, p. 134-139. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Artificial_Intelligence_in_Integrated_Circuit_Design__Revolutionizing_Productivity_Amidst_Practical_Challenges_ijariie27033.pdf (Accessed : ).
Harvard Khanh Pham Duy. (2025) 'Artificial Intelligence in Integrated Circuit Design: Revolutionizing Productivity Amidst Practical Challenges', International Journal Of Advance Research And Innovative Ideas In Education, 11(4), pp. 134-139IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Artificial_Intelligence_in_Integrated_Circuit_Design__Revolutionizing_Productivity_Amidst_Practical_Challenges_ijariie27033.pdf (Accessed : )
IEEE Khanh Pham Duy, "Artificial Intelligence in Integrated Circuit Design: Revolutionizing Productivity Amidst Practical Challenges," International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 4, pp. 134-139, Jul-Aug 2025. [Online]. Available: http://ijariie.com/AdminUploadPdf/Artificial_Intelligence_in_Integrated_Circuit_Design__Revolutionizing_Productivity_Amidst_Practical_Challenges_ijariie27033.pdf [Accessed : ].
Turabian Khanh Pham Duy. "Artificial Intelligence in Integrated Circuit Design: Revolutionizing Productivity Amidst Practical Challenges." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 11 number 4 ().
Vancouver Khanh Pham Duy. Artificial Intelligence in Integrated Circuit Design: Revolutionizing Productivity Amidst Practical Challenges. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2025 [Cited : ]; 11(4) : 134-139. Available from: http://ijariie.com/AdminUploadPdf/Artificial_Intelligence_in_Integrated_Circuit_Design__Revolutionizing_Productivity_Amidst_Practical_Challenges_ijariie27033.pdf
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