Giovanni M. Pavan Research Group

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Matteo Cioni

PhD student @CPC Lab

Email: matteo.cioni.at.polito.it

Molecular dynamics, Multiscale Modelling, Enhanced sampling

My research is focused on multiscale molecular modeling and advanced molecular simulation techniques in systems of biological interest, ranging from classical Molecular Dynamics to enhanced sampling methods. In particular, my Ph.D. in Material Science ad Technology aims to provide a better understanding of the molecular factors that control structures, chemical reactivity, and dynamic behavior in host-guest systems or chemical reactions in confined spaces.

Giovanni M. Pavan Lab Follow

We explore new routes in physical chemistry, self-assembly & bioinspired materials with molecular modeling, computer simulations & ML. @PoliTOnews @supsi_ch

LabPavan
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chemrxivcomp ChemRxiv Theoretical and Computational Chemistry @chemrxivcomp ·
23 Mar

Into the Dynamics of Rotaxanes at Atomistic Resolution https://ift.tt/I3qsX8i

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labpavan Giovanni M. Pavan Lab @labpavan ·
23 Mar

Studying the dynamics of rotaxanes @ submolecular resolution & on experimentally-relevant timescales is key for rational design, but difficult experimentally & computationally.🀯
Now @ChemRxiv "Into the Dynamics of Rotaxanes at Atomistic Resolution"!πŸ§πŸš€πŸ₯³
https://ift.tt/I3qsX8i

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researchersjob RJ @researchersjob ·
15 Mar

Multiscale modeling and machine learning approaches used to study @LabPavan @JPhysChem
the structural and dynamical complexity of bicomponent and multicomponent micelles. Learn more about the pathways to dynamic reconfigurability https://know-todays-news.com/bicomponent-surfactant-micelles/

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vkrbek Larissa von Krbek @vkrbek ·
10 Mar

Really excited to be co-organising this year's #SysChem23 together with the wonderful @DDasLab, @LaurenZarzar, @giuliosflask, and @Hermanslab!
Follow @syschem23 for updates or check out the website πŸ‘‡

#ChemTwitter
#AcademicTwitter https://twitter.com/syschem23/status/1634177491622346753

Systems Chemistry Symposium 2023 @syschem23

Hey #SystemsChemistry enthusiasts! The virtual Systems Chemistry Symposium #SysChem23 goes into its 3rd round
πŸ“† Save the date: 10-11 July
πŸ”ƒπŸ—£οΈSpread the word

πŸ‘€We'll keep you posted on details and invited speakers here or on our website πŸ‘‡
http://www.systemschem.com

#ChemTwitter

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matteocionimc Matteo Cioni @matteocionimc ·
10 Mar

Who knew metal surfaces could have an identity crisis? πŸ€–πŸ€― Thrilled to announce my first paper as first author in @LabPavan, where we use machine learning to uncover their innate dynamics: https://twitter.com/LabPavan/status/1634143211051446272

Giovanni M. Pavan Lab @LabPavan

Always thought of metals as static hard-matter?βš™οΈπŸ”§

Come @JChemPhys to see deep-potential MD simulations & ML from SOAP data revealing metal surfaces as you never saw them before!πŸ§πŸš€πŸ”₯

https://aip.scitation.org/doi/10.1063/5.0139010

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