Assistant professor, Department of Biomedical Sciences at the University of Padova @unipd. Chair of the COST Action @ml4ngp

Joined June 2011
149 Photos and videos
We are hiring a postdoc in computational biophysics and machine learning studies of intrinsically disordered proteins We aim to study the function of IDPs by combining CG MD, ML and bioinformatics in collaboration with Tanja Mittag and Rasmus Hartmann-Petersen
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Community perspective: Toward a unified framework for determining conformational ensembles of disordered proteins 🍝 — experimental data acquisition, computational ensemble generation & validation Led by Hamid Ghafouri, Silvio Tosatto & Alex Monzon doi.org/10.1038/s41592-026-0…
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16 Jun 2025
🎙️ 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
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21 May 2025
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
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A stellar conference opening of another @ml4ngp event by @AlexanderMonzon. Glad to be there!
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20 May 2025
Day 1 of #ML4NGP2025 with an amazing line up of speakers! More than 100 researchers are gathered in Vilnius to share cutting-edge research on #machinelearning applications in non-globular #proteins. @COSTprogramme #ML4NGPmeeting #NGPResearch
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The great @AlexanderMonzon kicking off the 3rd #ML4NGPMeeting @ml4ngp in Vilnius, Lithuanie ! Looking forward for the next days full of scientific discussions, networking and nice moments with old friends and new colleagues! ⭐️
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16 May 2025
🚀 Happy to share our latest work published in Bioinformatics Advances! DRMAAtic bridges bioinformatics web tools with HPC/cloud via a flexible, REST-enabled API. No sysadmin skills required — just run your jobs, anywhere. 🔗 doi.org/10.1093/bioadv/vbaf1… #OpenScience
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Our latest review is finally online in the Molecular Aspects of Medicine journal! tinyurl.com/49kh9wzy We have reviewed almost 2 decades of research in local frustration applied to proteins and also give new perspectives to be applied in other realms such as the brain! ⭐️🧑‍🔬
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Do you like CALVADOS but are not quite sure how to make it?
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10 Apr 2025
🚨 Big News from #3DSIG at #ISMB2025! 🚨 We’re thrilled to announce our incredible Keynote Speakers for this year’s edition! 🧬🧠✨ @ffrancafrat @AdrianMulh19882 @diegulise Remember to submit your abstract👉easychair.org/conferences/?c… #3DSIG #ISMB2025 @iscb
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🚀 New Preprint Alert! We’re excited to share our latest work on a community-driven framework for determining conformational ensembles of intrinsically disordered proteins (IDPs) now available as a preprint on arXiv! 📄Read the full preprint here: arxiv.org/abs/2504.03590
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Happening TOMORROW! Get psyched!
Announcing the joint IDPSeminars / BPS IDP Subgroup Trainee Symposium Speakers! Join us on Mar 27, 12–2pm CST for 6 exciting talks focused on Intrinsically Disordered Proteins as part of #BiophysicsWeek2025 with the @BiophysicalSoc Sign up now at docs.google.com/forms/d/1L_K…
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At @BSC_CNS in the @ml4ngp Meeting: Resources and infrastructure to explore the continuum between globular and non-globular proteins!!!
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18 Mar 2025
#AlphaFold is revolutionizing protein structure prediction, but where does it fail? 🎯 #ML4NGP workshop at @BSC_CNS has just kicked off and participants are presenting some cases where AlphaFold struggles to predict protein structure. Interesting discussions coming ahead! 🤩
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17 Mar 2025
Very happy to see @HamRGh presenting our work in collaboration with @GiulioTesei and @LindorffLarsen! Hope to seeing you there! 🍝
Announcing the joint IDPSeminars / BPS IDP Subgroup Trainee Symposium Speakers! Join us on Mar 27, 12–2pm CST for 6 exciting talks focused on Intrinsically Disordered Proteins as part of #BiophysicsWeek2025 with the @BiophysicalSoc Sign up now at docs.google.com/forms/d/1L_K…
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7 Mar 2025
New #ML4NGPtalk Prof. Frans Mulder dives into how #NMR spectroscopy is revolutionizing the study of intrinsically #disorderedproteins. He also shares a powerful reflection on the balance between broad knowledge & deep expertise. 🎥 Watch now: youtu.be/NSYDqLLxODo
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Registration is now open for our Benzon Symposium on "Protein structure prediction and design" Meeting will take place in Copenhagen 🇩🇰 on Sept. 1–4, 2025, and will feature an amazing list of speakers Get your application in before March 31st!
📣 Save the dates 📅 We are organizing a Benzon Symposium on "Protein structure prediction and design" with what I think is an amazing set of speakers Meeting will take place in Copenhagen 🇩🇰 on Sept. 1–4, 2025, and abstract submission will open in March
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24 Feb 2025
Last week to submit your abstract for our annual meeting. We have a great line-up of keynote speakers and invited speakers. Don't miss the chance to participate! Looking forward to seeing you in Vilnius! x.com/ml4ngp/status/18939609…

24 Feb 2025
⌛️Only 7 days left! The abstract submission deadline for #ML4NGP2025 is March 3! Don't miss this opportunity to engage with our keynote speakers in Vilnius! Submit your abstract today: ml4ngp.eu/conference-vilnius… #MachineLearning #Protein #abstractsubmission
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24 Feb 2025
⌛️Only 7 days left! The abstract submission deadline for #ML4NGP2025 is March 3! Don't miss this opportunity to engage with our keynote speakers in Vilnius! Submit your abstract today: ml4ngp.eu/conference-vilnius… #MachineLearning #Protein #abstractsubmission
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