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Minikonferens: Machine Learning in NMR and Structural Biology
Forskning
Svenskt NMR-centrum anordnar en minikonferens om användande av maskininlärning i NMR och strukturbiologi.
Konferens
Svenskt NMR-centrum anordnar en minikonferens om användande av maskininlärning i NMR och strukturbiologi.
• AlphaFold for protein structure and dynamics
• Conformational ensembles of the human IDP proteome
• NUS spectra by neural networks
• Non-stationary NMR
• NMR spectral analysis by machine-learning techniques
• Advanced database searching
Plats& Adress: Svenskt NMR-centrum, Göteborgs universitet, Medicinaregatan 16A, 41390 Göteborg och över Zoom:
https://gu-se.zoom.us/j/63448914100?pwd=MmI5WTl3MkdRbTF1TGo4eDhScm5CQT09 Passcode: 991893
Organisatörer: Vladislav Orekhov, Göran Karlsson; Inst. för kemi och molekylärbiologi & Svenskt NMR-centrum, Göteborgs universitet; Ilya Kuprov, University of Southampton
09.40 – 10.00 Kaffe
10.00 – 10.30 Title TBA. Simon Bruderer, (Bruker Biospin, Switzerland)
10.30 – 11.00 The functional dynamics of K-Ras and its G12C and G12D oncogenic mutants. Rafael Bruschweiler, (Ohio State University, USA)
11.00 – 11.30 Predicting alternate conformational states with AlphaFold2 and sequence clustering. Hannah K Wayment-Steele (Brandeis University, USA)
11.30 – 12.00 Magnetstein. Quantitative NMR mixture analysis robust to low-resolution, disturbed lineshapes, and peak shifts. Krzysztof Kazimierczuk (University of Warsaw, Poland)
12.00 – 13.20 Lunch
13.20 – 13.50 Title TBA. Ilya Kuprov, (University of Southampton, UK)
13.50 – 14.20 Beyond traditional NMR signal processing with Deep Learning. Vladislav Orekhov, (University of Gothenburg, Sweden)
14.20– 14.50 Conformational ensembles of the intrinsically disordered proteome. Giulio Tesei, (Copenhagen University, Danmark)
14.50– 15.20 Using deep learning to unleash the full potential of NMR spectroscopy. D. Flemming Hansen, (UCL, London, UK)