Machine Learning for Electronic Design Automation: A Survey [PDF]
ACM Transactions on Design Automation of Electronic Systems, 2021 With the down-scaling of CMOS technology, the design complexity of very large-scale integrated is increasing. Although the application of machine learning (ML) techniques in electronic design automation (EDA) can trace its history back to the 1990s, the ...
, Mingyuan Ma
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Machine learning enables design automation of microfluidic flow-focusing droplet generation. [PDF]
Nat Commun, 2021 Droplet-based microfluidic devices hold immense potential in becoming inexpensive alternatives to existing screening platforms across life science applications, such as enzyme discovery and early cancer detection.
Lashkaripour A +7 more
europepmc +2 more sources
Design automation of photonic resonator weights. [PDF]
Nanophotonics, 2022 Neuromorphic photonic processors based on resonator weight banks are an emerging candidate technology for enabling modern artificial intelligence (AI) in high speed analog systems.
Ferreira de Lima T +10 more
europepmc +3 more sources
Genetic circuit design automation for the gut resident species Bacteroides thetaiotaomicron. [PDF]
Nat Biotechnol, 2020 Bacteroides thetaiotaomicron is a human-associated bacterium that holds promise for delivery of therapies in the gut microbiome1. Therapeutic bacteria would benefit from the ability to turn on different programs of gene expression in response to ...
Taketani M +6 more
europepmc +2 more sources
Reinforcement Learning for Engineering Design Automation
Advanced Engineering Informatics, 2022 Sandro Wartzack +2 more
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Manufacturing Technology of Multilayer Metal Filters [PDF]
E3S Web of Conferences, 2023 The article presents methods for obtaining micro-holes in the manufacture of fine metal filter elements. The analysis of the results of experimental studies of filter samples with holes made by electron beam and electroerosion perforation methods is ...
Shirokozhukhova Anna +2 more
doaj +1 more source
MQT Bench: Benchmarking Software and Design Automation Tools for Quantum Computing [PDF]
Quantum, 2022 Quantum software tools for a wide variety of design tasks on and across different levels of abstraction are crucial in order to eventually realize useful quantum applications.
Nils Quetschlich +2 more
semanticscholar +1 more source
CktGNN: Circuit Graph Neural Network for Electronic Design Automation [PDF]
International Conference on Learning Representations, 2023 The electronic design automation of analog circuits has been a longstanding challenge in the integrated circuit field due to the huge design space and complex design trade-offs among circuit specifications. In the past decades, intensive research efforts
Zehao Dong +5 more
semanticscholar +1 more source
GPT4AIGChip: Towards Next-Generation AI Accelerator Design Automation via Large Language Models [PDF]
2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 2023 The remarkable capabilities and intricate nature of Artificial Intelligence (AI) have dramatically escalated the imperative for specialized AI accelerators.
Yonggan Fu +7 more
semanticscholar +1 more source
Creation of promising technologies for producing holes in parts of a high-frequency ion engine
Вестник Самарского университета: Аэрокосмическая техника, технологии и машиностроение, 2022 The article considers application areas of various machining methods for perforating holes in parts with unpredictable surface fluctuations. The most effective methods of obtaining holes in parts of a high-frequency ion engine are shown.
A. Yu. Ryazantsev +2 more
doaj +1 more source