10.5258/SOTON/AI3SD0161
Engkvist, Ola
Ola
Engkvist
https://orcid.org/0000-0003-4970-6461
AstraZeneca (United Kingdom)
AI3SD Video: Machine Learning and AI for Drug Design
University of Southampton
2021
Video
AI, AI3SD Event, Artificial Intelligence, Chemistry, Drug Discovery, Machine Intelligence, Machine Learning, Materials Discovery, ML, Scientific Discovery
Frey, Jeremy
Jeremy
Frey
https://orcid.org/0000-0003-0842-4302
University of Southampton
Kanza, Samantha
Samantha
Kanza
https://orcid.org/0000-0002-4831-9489
University of Southampton
Niranjan, Mahesan
Mahesan
Niranjan
https://orcid.org/0000-0001-7021-140X
University of Southampton
2021
en
https://www.youtube.com/watch?v=BP5j_h3CxW0
mp4
Creative Commons Attribution 4.0 International
Artificial Intelligence has become impactful during the last few years in chemistry and the life sciences, pushing the scientific boundaries forward as exemplified by the recent success of AlphaFold2. <br><br>In this presentation I will provide an overview of how AI have impacted drug design in the last few years, where we are now and what progress we can reasonably expect in the coming years. The presentation will have a focus on deep learning based molecular de novo design, however, also aspects of synthesis prediction, molecular property predictions and chemistry automation will be covered.
Engineering and Physical Sciences Research Council
https://doi.org/10.13039/501100000266
EP/S000356/1
Artificial and Augmented Intelligence for Automated Scientific Discovery