ML-GA
Established in 1963, the R&D 100 Awards is the only S&T (science and technology) awards competition that recognizes new commercial products, technologies and materials for their technological significance that are available for sale or license. The R&D 100 Awards have long been a benchmark of excellence for industry sectors as diverse as telecommunications, high-energy physics, software, manufacturing, and biotechnology. This 2021 R&D 100 winner is listed below, along with its respective category.
Category: Software/Services
Developers: Argonne National Laboratory Argonne National Laboratory
United States
Product Description:ML-GA is a unique software technology that integrates ensemble machine learning-based surrogate models within an adaptive, automated, portable, and scalable framework to rapidly optimize product design and performance. In doing so, it provides an innovative turnkey solution to massively accelerate virtual prototyping across a wide range of industries.
Developers: Argonne National Laboratory Argonne National Laboratory
United States
Product Description:ML-GA is a unique software technology that integrates ensemble machine learning-based surrogate models within an adaptive, automated, portable, and scalable framework to rapidly optimize product design and performance. In doing so, it provides an innovative turnkey solution to massively accelerate virtual prototyping across a wide range of industries.
Schematic of ML-GA Algorithm.png