Day 1 [Holiday Inn Then Winchester Science Centre] – Monday 18th November
Optional Ethics & AI Workshop | Holiday Inn | |
09:00 – 09:30 | Workshop Registration & Coffee | Conference Coffee Station |
09:30 – 11:30 | Ethics for AI for Scientific Discovery Workshop | Hampshire Suite |
Main Conference | Holiday Inn | |
11:00 – 11:30 | Registration & Coffee | Conference Coffee Station |
12:00 β 12:30 | Session 1 β Chair: Dr Samantha Kanza [AI3SD] | Hampshire Suite |
11:30 β 12:00 | Introduction & Welcome | Professor Jeremy Frey |
12:00 β 12:30 | AI3SD Network Retrospective | |
12:30 β 13:30 | Lunch + Networking | Holiday Inn Restaurant |
13:30 β 15:30 | Session 2 β Chair: Professor Richard Whitby [Data, AI, Molecules & Materials] | Hampshire Suite |
13:30 β 14:00 | Learning with Complex Priors and Interactions | Professor John Shawe-Taylor |
14:00 β 14:30 | Data driven models that predict protein function from sequence | Dr Lucy Colwell |
14:30 β 15:00 | Materials Development in the Energy and Electronics Sectors through Combinatorial Synthesis, High-Throughput Screening and Machine Learning | Professor Brian Hayden |
15:00 β 15:30 | Discussion Session | |
15:30 β 15:45 | Tea & Coffee + Networking | Conference Coffee Station |
15:45 β 17:00 | Session 3 β Chair: Dr Nicola Knight [Network funded projects interim reports] | Hampshire Suite |
15:45 β 16:10 | Predicting the Activity of Drug Candidates where there is No Target | Professor Matthew Todd |
16:10 β 16:35 | ‘Next-next’ Generation Quantum DNA Sequencing with Chemical Surface Design and Capsule Nets | Professor Tim Albrecht |
16:35 β 17:00 | Deep Learning Enhanced Quantum Chemistry: Pushing the limits of Materials Discovery | Dr Reinhard J. Maurer |
Evening Activities | Winchester Science Centre | |
17:15 β 19:00 | Drinks & Networking in the Science Centre | 1st Floor Science Centre |
19:00 β 20:00 | Illusions & How the brain works by Steve Mould | Planetarium |
Conerence Dinner | Holiday Inn | |
20:15 β 22:00 | Dinner | Hampshire Suite |
22:00 | End of Day 1 |
Day 2 [Holiday Inn] – Tuesday 19th November
Main Conference | Holiday Inn | |
08:30 β 09:00 | Tea & Coffee | Conference Coffee Station |
09:00 β 10:30 | Session 4 β Chair: Professor Mahesan Niranjan [Machine Learning & Deep Learning for Scientific Discovery] | Hampshire Suite |
09:00 β 09:30 | Non-equilibrium Physics and Machine Learning | Professor Juan P. Garrahan |
09:30 β 10:00 | Deep Machine Learning of Quantum Chemical Hamiltonians | Professor David Yaron |
10:00 β 10:30 | AlphaFold: Improved protein structure prediction using potentials from Deep Learning | Dr Andrew Senior |
10:30 β 11:00 | Conference Coffee Station | Conference Coffee Station |
11:00 β 12:00 | Session 5 β Chair: Dr Colin Bird [AI & Scientific Discovery] | Hampshire Suite |
11:00 β 11:30 | The UKRI Review of Support for AI | Dr RenΓ©e Van de Locht |
11:30 β 12:00 | Explainable AI and Scientific Discovery | Dr Richard Tomsett |
12:00 β 12:30 | Session 6 β Chair: Dr Samantha Kanza [Flash Talks for Online Posters] | Hampshire Suite |
12:30 β 13:30 | Lunch & Networking | Holiday Inn Restaurant |
13:30 β 15:00 | Machine Learning for Modelling Microstructure Evolution Hampshire Suite | Professor Nigel Clarke |
14:00 β 14:30 | The Automation of Science: Robot Scientists for Chemistry and Biology | Professor Ross King |
14:30 β 15:00 | Multi-fidelity Statistical Learning Approach for Organic Molecular Crystal Structure Prediction | Dr Roohoolah Hafizi & Dr Olga Egorova |
15:00 β 15:30 | Tea & Coffee + Networking | Conference Coffee Station |
15:30 β 17:10 | Session 8 β Chair: Professor Jeremy Frey [Contributed Talks] | Hampshire Suite |
15:30 β 15:50 | Isometric classifications of periodic crystals | Dr Vitaliy Kurli |
15:50 β 16:10 | Practical applications of deep learning to imputation of drug discovery data | Dr Benedict Irwin |
16:10 β 16:30 | Dense periodic packings in the light of crystal structure prediction | Miloslav Torda |
16:30 β 16:50 | Data Science and the Physical Sciences Data-Science Service | Dr Nicola Knight |
16:50 β 17:10 | Ellipsoids as a new descriptor for materials | Dr James Cumby |
17:10 β 17:30 | Summing up and end of conference |