ML4NGP

#COSTactions
Non-globular proteins in the era of machine learning | CA21160.
Funded by @COSTprogramme.
Tweets reflect only the owner's views.

[ML4NGP @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: https://t.co/XC9Cfx42ak

#NMR #IDPs #StructuralBiology #WomenInScience #ML4NGP

[ML4NGP @ml4ngp]

🔜See you today for our first #ML4NGPconnect webinar 🧑‍💻

🕔 17:00-18:00 (CET)
🔗registration and link: https://t.co/d4TBaxaUQJ

Co-organized with
@ELIXIREurope #3D_BioInfoCommunity #IDPcommunity

[ML4NGP @ml4ngp]

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: https://t.co/d4TBaxaUQJ

#3DSIG @iscb

[ML4NGP @ml4ngp]

📢 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

[ML4NGP @ml4ngp]

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: https://t.co/d4TBaxaUQJ

#3DSIG @iscb

[3DSIG @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:
https://t.co/268kKVTLGr

[ML4NGP @ml4ngp]

@3DSIG_ISCB

[ML4NGP @ml4ngp]

🗓️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: https://t.co/d4TBaxan1b
#3DSIG @iscb

[ML4NGP @ml4ngp]

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!
https://t.co/bHZe5ik60e

[Michał Burdukiewicz @burdukiewicz]

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!
🌐 https://t.co/1zPdbKHOrE
#Bioinformatics #PhaseSeparation #llps

[ML4NGP @ml4ngp]

🎙️ 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.

👉 https://t.co/XRmbM84Hew

#ML4NGP #IDPs #COSTActions

[ML4NGP @ml4ngp]

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: https://t.co/KJLrTlCizN

[ML4NGP @ml4ngp]

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

[ZuzkaBednarik @ZuzuBednarik]

Great week in Vilnius with #ML4NGP full of topnotch science of #IDPs and amazing people! ✨🤩

[ML4NGP @ml4ngp]

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!

[ML4NGP @ml4ngp]

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

[ML4NGP @ml4ngp]

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!

[ML4NGP @ml4ngp]

#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!

[Xyme @xyme_ai]

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.

🔗 https://t.co/Q9hC2MxYCb

#AI #EnzymeDesign

[ML4NGP @ml4ngp]

Poster session is on fire!

[ML4NGP @ml4ngp]

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

[ML4NGP @ml4ngp]

Talks by @BonomiMax, Dirk Linke and Thorben Cordes!

[ML4NGP @ml4ngp]

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