ML for CAD - Where is the Treasure Hiding?

Autor: Manish Jatashanker Pandey, David Z. Pan, Raviv Gal, Avi Ziv, Haoxing Ren, Marilyn Wolf
Rok vydání: 2020
Předmět:
Zdroj: MLCAD
DOI: 10.1145/3380446.3431818
Popis: Advances in ML have revolutionized its effectiveness for a variety of applications. Indeed, in areas like image classification and NLP, ML (AI) has changed the rules of the game and opened the door to incredible advances. Design processes seem to match the ML paradigm perfectly. This mature area is highly automated, combines advanced analytic techniques, and generates large volumes of data that are used during the processes. With the promise of saving resources and improving quality, ML for CAD has attracted a lot of attention in the industry and academia. This is well reflected in conferences and journals; and the most advanced success stories and works-in-progress are being presented at MLCAD-2020.
Databáze: OpenAIRE