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, ...
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 ...
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 ...
Royal Society of Chemistry

Applications of Machine Learning to Process Chemistry

This presentation will focus on how machine learning is assisting in solving process chemistry challenges. Multiple use-cases will be presented, along with an overview of emerging techniques. The ...