Molecular Modelling and Drug Discovery

Molecular Modelling and Drug Discovery

Welcome to this space dedicated to the M2D2 Talks co-organized by Valence Discovery and Mila - Quebec AI Institute. From applied research papers to open source projects, we're hoping to use these talks to help demystify AI for drug discovery and make the field more accessible for newcomers. M2D2 will bring our vibrant AI & drug discovery communities together and spark new perspectives, provoke discussions, and offer a safe space to share new ideas. For the best experience, please visit our YouTube channel where slides and video presentations can be referenced.

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Jaksot(60)

Molecule Representation Learning and Discovery: A Perspective from Topology, Geometry, and Textual Description | Shengchao Liu

Molecule Representation Learning and Discovery: A Perspective from Topology, Geometry, and Textual Description | Shengchao Liu

[DISCLAIMER] - For the full visual experience, we recommend you tune in through our YouTube channel to see the presented slides. If you enjoyed this talk, consider joining the Molecular Modeling and D...

17 Helmi 202354min

Forces are not Enough: Benchmark and Critical Evaluation for Machine Learning Force Fields with Molecular Simulations | Xiang Fu

Forces are not Enough: Benchmark and Critical Evaluation for Machine Learning Force Fields with Molecular Simulations | Xiang Fu

[DISCLAIMER] - For the full visual experience, we recommend you tune in through our YouTube channel to see the presented slides. If you enjoyed this talk, consider joining the Molecular Modeling and D...

8 Helmi 20231h

Artificial Chemical Intelligence: AI for Chemistry and Chemistry for AI | Pratyush Tiwary

Artificial Chemical Intelligence: AI for Chemistry and Chemistry for AI | Pratyush Tiwary

[DISCLAIMER] - For the full visual experience, we recommend you tune in through our YouTube channel to see the presented slides. If you enjoyed this talk, consider joining the Molecular Modeling and D...

2 Helmi 20231h 1min

ProtMD: Incorporating Conformation Flexibility for Drug Binding via Pretraining on Molecular Dynamics Simulations | Fang Wu

ProtMD: Incorporating Conformation Flexibility for Drug Binding via Pretraining on Molecular Dynamics Simulations | Fang Wu

[DISCLAIMER] - For the full visual experience, we recommend you tune in through our YouTube channel to see the presented slides. If you enjoyed this talk, consider joining the Molecular Modeling and D...

26 Tammi 202343min

Converging Advances to Accelerate Molecular Simulation | Max Welling

Converging Advances to Accelerate Molecular Simulation | Max Welling

[DISCLAIMER] - For the full visual experience, we recommend you tune in through our YouTube channel to see the presented slides. If you enjoyed this talk, consider joining the Molecular Modeling and D...

20 Joulu 20221h 14min

DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking | Hannes Stärk, Gabriele Corso, and Bowen Jing

DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking | Hannes Stärk, Gabriele Corso, and Bowen Jing

[DISCLAIMER] - For the full visual experience, we recommend you tune in through our YouTube channel to see the presented slides. If you enjoyed this talk, consider joining the Molecular Modeling and D...

15 Joulu 202256min

Equivariant 3D-Conditional Diffusion Models for Molecular Linker Design | Ilia Igashov

Equivariant 3D-Conditional Diffusion Models for Molecular Linker Design | Ilia Igashov

[DISCLAIMER] - For the full visual experience, we recommend you tune in through our YouTube channel to see the presented slides. If you enjoyed this talk, consider joining the Molecular Modeling and D...

29 Marras 20221h 5min

Towards Good Validation Metrics for Generative Models in Offline Model-Based Optimisation

Towards Good Validation Metrics for Generative Models in Offline Model-Based Optimisation

[DISCLAIMER] - For the full visual experience, we recommend you tune in through our YouTube channel to see the presented slides. If you enjoyed this talk, consider joining the Molecular Modeling and D...

24 Marras 202252min

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