Hosted by Université Paris Cité’s Graduate School of Chemistry, the workshop “ML and AI in structural biology: Looking beyond AlphaFold2/RosettaFold for remaining blindspots” will take place from November 14th to November 16th at the Institut de Biologie Physico-Chimique in Paris.
Introduction
The workshop is aiming to regroup experimentalists and theoretical groups to discuss advances but also limitations in the performance and use of those tools. We will in particular explore i) Use in experimental pipelines / integrative structural biology; ii) Membrane proteins; iii) intrinsically disordered proteins/domains; iv) Post-Translational Modifications; v) Oligomers.
The schedule is planned to be organized around two activities:
- lectures by invited speakers
- interactive exploration of models obtained with alphafold2 and RosettaFold in our visualization room (allowing 3D +/- VR). These events in smaller groups are intended to allow an interdisciplinary dialogue.
Invited speakers
- Zoe Cournia (Athens)
- Amelie Stein (Copenhagen)
- Tatiana Galochkina (U. Paris Cité)
- Marc Graille (CNRS/Polytechnique)
- Jessica Andreani (CEA)
- Thibault Tubiana (I2BC)
- Isabelle Callebaut (CNRS/SU)
Additional information
Find the complete program here.
Registration for Zoom attendance is still open.
À lire aussi
Nikos Paragios – Seeing the Invisible – Doing the Impossible: Reinventing Healthcare with Generative AI-powered diagnosis, treatment and beyond
Nikos ParagiosDecember 04, 2024Vulpian Amphitheater, 12 rue de l’École de Médecine (75006 Paris) Nikos Paragios (52) is distinguished professor of Mathematics (on partial leave) at Ecole CentraleSupelec, the school of engineering ofthe University of Paris-Saclay and...
Deeply Learning from Neutrino Interactions with the KM3NeT neutrino telescope
2022 PhD/ DIAI Projects @AstronomyParticle physics and graph neural networks Santiago PENA MARTINEZ Project Summary A new generation of neutrino experiments is in the horizon looking to explore many of the open questions on neutrino properties and searching for...
Alon Halevy – Well-being, AI, and You: Developing AI-based Technology for Well-being
Alon HalevyDecember 04, 2024Vulpian Amphitheater, 12 rue de l’École de Médecine (75006 Paris) Alon Halevy is a Distinguished Engineer in Google Cloud. From 2019 until November 2023, he was a director at Meta’s Reality Labs Research, where he worked on Personal Digital...
Shen Liang – Knowledge-guided Data Science
Shen LiangMay 18, 4 PM online (zoom) linkedinAbstract This tutorial presents an overview of knowledge-guided data science, a rising methodology in machine learning which fuses data with domain knowledge. We will present numerous case studies on this methodology...