Talks and presentations

2018 Coley, C. W., “Leveraging historical reaction data to inform synthesis and synthesis design.” Invited Talk, 4th Annual Organic Chemistry Meeting of the Minds, Boston, MA. 2018.
Coley, C. W., “Machine learning applications in synthesis.” Invited Talk, Machine Learning and Artificial Intelligence in Chemistry Mini-Symposium, Novartis Pharma AG, Cambridge, MA. 2018.
Coley, C. W., “Machine learning in synthetic organic chemistry.” Invited Talk, Workshop on Deep Learning for Multiphase Chemistry, UCI, Irvine, CA. 2018.
Coley, C. W., “Machine learning for synthetic chemistry.” Invited Talk, Deep Materials Summer School, TU Dresden, Dresden, Germany. 2018.
Coley, C. W., “Automated system for knowledge-based continuous organic synthesis (ASKCOS): Data-driven pathway design and validation.” 256th ACS National Meeting, Boston, MA. 2018.
Coley, C. W., “Opportunities for applying machine learning to chemical synthesis and synthesis planning.” Invited Talk, An AI Immersion for IMED, AstraZeneca, Waltham, MA. 2018.
Coley, C. W. et al., “ML-driven pathway design and validation in automated synthesis.” RSC Artificial Intelligence in Chemistry Symposium, London, UK. 2018.
Coley, C. W., “Leveraging reaction data and machine learning to build predictive models.” Invited Talk, Scilligence Spring R&D Informatics Workshop, Cambridge, MA. 2018.
Coley, C. W. et al., “Intelligent design of synthetic pathways in organic chemistry.” MIT Intelligence Quest Launch, Cambridge, MA. 2018.
2017 Coley, C. W. et al., “On-demand medicinal chemistry and compound synthesis in oscillating droplets.” AIChE Annual Meeting, Minneapolis, MN. 2017.
Coley, C. W., “Machine learning for pathway validation in automated synthesis.” NCATS Automated Chemical Synthesis Workshop, National Institutes of Health, Bethesda, MD. 2017.
Coley, C. W. et al., “Applying machine learning to synthesis design: Prediction of organic reaction outcomes.” 254th ACS National Meeting, Washington, DC. 2017.
Coley, C. W.; “Machine learning for synthesis planning.” Invited Talk, Novartis Pharma AG, Cambridge, MA. 2017.
2016 Coley, C. W. et al., “Processes for continuous synthesis of pharmaceuticals.” Poster session: ISCMP, Cambridge, MA. 2016.
2011 Coley, C. W.; Zhang, L.; Rees, D. C., “Modeling nitrogenase using rubredoxin from Pyrococcus Furiosus.” Poster session: Caltech SURF Seminar Day, Pasadena, CA. 2011.