NextBigFuture

Millions of Materials from DeepMind Deep Learning and an Robotic Lab Accelerates Synthesis of Novel Materials

DeepMind has shared the discovery of 2.2 million new crystals – equivalent to nearly 800 years’ worth of knowledge. They introduce Graph Networks for Materials Exploration (GNoME), a new deep learning ...
EurekAlert!

Machine learning-aided scoring of synthesis difficulties for designer chromosomes

Artificially synthesizing genomes has broad prospects in fields such as medical research and industrial strains. From the synthesis of the artificial life JCVI-syn1.0 by Craig Venter's team in 2010, ...
C&EN

Synthesis-planning program relies on human insight and machine learning

Computer-aided synthesis planning (CASP) programs aim to replicate what synthetic chemists do when tackling a synthesis: start with a target molecule and then work backwards to trace a synthetic route ...
mccormick.northwestern.edu

Machine Learning Used to Predict Synthesis of Complex Novel Materials

Scientists and institutions dedicate more resources each year to the discovery of novel materials to fuel the world. As natural resources diminish and the demand for higher value and advanced ...
Semiconductor Engineering

Machine Learning Drives High-Level Synthesis Boom

High-level synthesis (HLS) is experiencing a new wave of popularity, driven by its ability to handle machine-learning matrices and iterative design efforts. The obvious advantage of HLS is the boost ...