Accelerated Materials Discovery: Project Photoresist
Discovering a new molecule usually takes up to 10 years and $10–100 million. IBM Research synthesized three novel photoresist candidates within a year of starting the project—meeting an environmental challenge in record time. With our end-to-end AI-powered workflow, we were able to scale and handle problems in a way human scientists simply cannot, dramatically accelerating the discovery process.
by Anna Topol | Chief Technology Officer (CTO) Global Think Labs, IBM Research
WEinnovators.Club | Anna Topol | IBM
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Mapping the space of chemical reactions using attention-based neural networks
Mapping reaction space with machine learning
Extraction of organic chemistry grammar from unsupervised learning of chemical reactions