ML4NGP

🎙️ New #ML4NGPTalks out! Prof. Isabella Felli discusses her path from structured to intrinsically disordered proteins and how #NMR continues to unveil the unseen. 📷 Watch the full interview: youtu.be/zmpyFwidmPU #NMR #IDPs #StructuralBiology #WomenInScience #ML4NGP

🔜See you today for our first #ML4NGPconnect webinar 🧑‍💻 🕔 17:00-18:00 (CET) 🔗registration and link: elixir-europe.org/events/unstruc… Co-organized with @ELIXIREurope #3D_BioInfoCommunity #IDPcommunity

📢 Save the Date! The #ML4NGPevents calendar is out! Join us as we explore how #MachineLearning is transforming research on non-globular #proteins, from #structureprediction to function. 📅 Mark your calendars — more info soon! #ML4NGP #AI #Bioinformatics #ProteinResearch

One week left ⌛️ You can still register for the first #ML4NGPconnect webinar with @mvendruscolo14 and Dr Zsuzsanna Dosztányi Co-organized by @ELIXIREurope #3D_BioInfoCommunity #IDPcommunity Registration is mandatory: elixir-europe.org/events/unstruc… #3DSIG @iscb

September 30th! We are hosting two incredible speakers!! We are glad to cover the topic of Intrinsically Disordered Proteins in collaboration with the @ml4ngp COST action and 3DBioInfo @ELIXIREurope communities! Register here: elixir-europe.org/events/unstruc…

🗓️SAVE THE DATE | 30 Sept 🚀Launching the first #ML4NGPConnect webinar! Organized by @ELIXIREurope #3D_BioInfo Community, we’ll host Prof Michele Vendruscolo and Dr Zsuzsanna Dosztányi, leaders in #IDP #research Registration is mandatory: elixir-europe.org/events/unstruc… #3DSIG @iscb

Applications for #ML4NGP mobility&conference grants are now CLOSED🛑 But you can start planning for the next call! 🔍 Look for top conferences in 2026 🤝 Connect with labs & researchers in our network 🔜 New call opens mid-November. Stay tuned! ml4ngp.eu

Building or benchmarking tools for predicting liquid-liquid phase separation of proteins? Check our curated datasets for fair benchmarking of LLPS predictors now in @GenomeBiology 🔬 16 tools already benchmarked! 🌐 doi.org/10.1186/s13059… #Bioinformatics #PhaseSeparation #llps

🎙️ New ML4NGP Talk out now! Join Prof. Martin Blackledge as he shares his journey from particle physics to #NMR, and why this powerful technique is still key to unlocking the mysteries of intrinsically disordered #proteins. 👉 youtu.be/jofkvOPvSUA #ML4NGP #IDPs #COSTActions

The 3rd #ML4NGPmeeting in Vilnius was a hub of #innovation, uniting experts in #machinelearning and non-globular #proteins. From dynamic talks to collaborative sessions, the event provided the platform for advances in the field. 📰Read our full recap: ml4ngp.eu/2025/06/02/3rd…

Thank you to all speakers, organizers, and participants for making this event a success. 👏 Let’s keep the energy going for future #NGP + #ML breakthroughs! 🔥 See you next year! @COSTprogramme

The final session of the #ML4NGPmeeting wrapped up with insights into SARS-CoV-2 N-protein dynamics, STRP geometry, integrative NMR/SAXS+MD analysis, and deep learning force fields. A powerful close to this meeting! Thanks to everyone who made this week unforgettable!

Thnak you to the speakers @arunprasad_p @AleksandraGruca Giacomo Janson and Mikel Martinez Goikoetxea!

Last day at #ML4NGP2025! Keynote by @SilvioTosatto on #CAID round 3 followed by talks exploring tools for assessment mutation impact, temperature-dependent #ensembles and #lowcomplexity regions. Ahead with the afternoon session and closing remarks!

#ML4NGPmeeting We just kicked-off the round-table "Machine Learning Beyond Globule: Bridging Academia and Industry in Non-Globular Protein Research" fostering dynamic discussions on #NGPresearch hurdles and opportunities. Exchange of knowledge & incredible energy in the room!

We're excited that Xyme’s Chief Data Officer @DrDouglasPires is speaking at #ML4NGP in Vilnius! He'll join a roundtable on how ML is advancing non-globular protein research, bridging academia & industry in enzyme design. 🔗 ml4ngp.eu/conference-vil… #AI #EnzymeDesign

Poster session is on fire!

Day 2 at #ML4NGPmeeting2025 Keynote by Alan Moses on zero-shot ML for IDP prediction followed by talks on #ML for sequence-structure insights and #IDP modeling, #NMR, #smFRET, #LLPS, and NPC transport models leading to vibrant discussions. Poster session up next! @COSTprogramme

Talks by @BonomiMax, Dirk Linke and Thorben Cordes!

Day 2 at #ML4NGP2025! We kicked off with a stellar keynote by Prof. @PaulRobustelli on atomistic models for #IDP & conformational #ensembles followed by talks diving into #AI for #protein dynamics and #FRET and #NMR insights! Ending with flash posters = energy & top-tier science