Advancing Machine Learning in Chemistry Through Open and Large-Scale Data Initiatives

Research in Chemical Informatics, in particular in Deep Learning, has long been hampered by a lack of free and open datasets, let alone large ones. In my statement, I will highlight examples for promising machine learning in chemistry and describe efforts to build a large corpora of chemistry data in the context of NFDI4Chem and elsewhere.