Giovanni M. Pavan

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University of Applied Sciences and Arts Northwestern Switzerland

Switzerland

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Recent Grants

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Modeling approaches toward bioinspired dynamic materials

Open Date: 2019-11-01

Close Date: 2024-10-31

Grant: Close

Modeling approaches toward bioinspired dynamic materials

Open Date: 2019-06-01

Close Date: 2024-05-31

Grant: Close

Molecular Control of Bioinspired Supramolecular Polymers with Fuel-Regulated Dynamic Behavior

Open Date: 2019-04-01

Close Date: 2023-03-31

Grant: Close

Multiscale Modeling of Self-Assembled Polymeric Nanocarriers Responding to Specific Protein Stimuli

Open Date: 2018-03-01

Close Date: 2021-02-28

Grant: Close

Controlling Water-Soluble Supramolecular Polymers - Toward Rational Design Using Molecular Modeling

Open Date: 2016-03-01

Close Date: 2018-02-28

Articles (20)

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2023

Collaborators (6)

Xavi Ribas

Full Professor

Universitat de Girona

SPAIN

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Paulo C. T. Souza

FRANCE

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Matteo Cioni

Sorbonne Université

FRANCE

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Atena B. Solea

EPFL (École Polytechnique Fédérale de Lausanne)

SWITZERLAND

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Siewert J. Marrink

University of Groningen

NETHERLANDS

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Antara Reja

Eindhoven University of Technology

NETHERLANDS

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Giovanni M. Pavan

Research Interests

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Recent Grants

Articles (20)

A data driven approach to classify descriptors based on their efficiency in translating noisy trajectories into physically-relevant information

Reciprocity in dynamics of supramolecular biosystems for the clustering of ligands and receptors

Relevant, Hidden, and Frustrated Information in High-Dimensional Analyses of Complex Dynamical Systems with Internal Noise

Data-driven assessment of optimal spatiotemporal resolutions for information extraction in noisy time series data

Unsupervised tracking of local and collective defects dynamics in metals under deformation

Non-trivial stimuli-responsive collective behaviours emerging from microscopic dynamic complexity in supramolecular polymer systems

Classification and spatiotemporal correlation of dominant fluctuations in complex dynamical systems

Nano onions based on an amphiphilic Au3(pyrazolate)3 complex

Layer-by-layer unsupervised clustering of statistically relevant fluctuations in noisy time-series data of complex dynamical systems

Sampling Real‐Time Atomic Dynamics in Metal Nanoparticles by Combining Experiments, Simulations, and Machine Learning

Automatic Optimization of Lipid Models in the Martini Force Field Using <i>SwarmCG</i>

Emergence of Photomodulated Protometabolism by Short Peptide-Based Assemblies

Synthese von C60/[10]CPP‐Catenanen durch Regioselektive Nanokapsel‐Templierte Bingel Bis‐Addition

Synthesis of C60/[10]CPP‐Catenanes by Regioselective, Nanocapsule‐Templated Bingel Bis‐Addition

Detecting dynamic domains and local fluctuations in complex molecular systems via timelapse neighbors shuffling

Machine learning of atomic dynamics and statistical surface identities in gold nanoparticles

TimeSOAP: Tracking high-dimensional fluctuations in complex molecular systems via time variations of SOAP spectra

Innate dynamics and identity crisis of a metal surface unveiled by machine learning of atomic environments

Unsupervised Data-Driven Reconstruction of Molecular Motifs in Simple to Complex Dynamic Micelles

Subtle Stereochemical Effects Influence Binding and Purification Abilities of an FeII4L4 Cage

Collaborators (6)

Xavi Ribas

Paulo C. T. Souza

Matteo Cioni

Atena B. Solea

Siewert J. Marrink

Antara Reja

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