Daniela Polino

University of Applied Sciences and Arts of Southern Switzerland — Switzerland

Materials Science · Physical Sciences

17h-index834citations46works1.12yr avg
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Research Topics

Machine Learning in Materials Science(14), Advanced Chemical Physics Studies(13), Catalytic Processes in Materials Science(10), Ammonia Synthesis and Nitrogen Reduction(6), nanoparticles nucleation surface interactions(5)

Publications46 total

Supramolecular cooperativity through the lens of enhanced sampling molecular dynamics
The Journal of Chemical Physics·2026Open Access
Research data supporting: "Supramolecular cooperativity through the lens of enhanced sampling molecular dynamics"
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
Research data supporting: "Supramolecular cooperativity through the lens of enhanced sampling molecular dynamics"
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
Supporting Information: Supramolecular cooperativity through the lens of enhanced sampling molecular dynamics
AIP Publishing·2026Open Access
Supporting Information: Supramolecular cooperativity through the lens of enhanced sampling molecular dynamics
AIP Publishing·2026Open Access
Supramolecular cooperativity through the lens of enhanced sampling molecular dynamics
AIP Publishing·2026Open Access
Assessing the activity and stability of Cu2O/SnO2-based gas diffusion electrodes for the CO2 conversion in different electrolytes: Bicarbonate vs. Ionic Liquid/Acetonitrile
Chemical Engineering Journal·2025· 1 citedOpen Access
Assessing the Activity and Stability of Cu2o/Sno2-Based Gas Diffusion Electrodes for the Co2 Conversion in Different Electrolytes: Bicarbonate vs. Ionic Liquid/Acetonitrile
SSRN Electronic Journal·2025Open Access
Assessing the Activity and Stability of Cu-Based Gas Diffusion Electrodes for the CO<sub>2 </sub>Conversion in Different Electrolytes: Bicarbonate Vs. Ionic Liquid/Acetonitrile
ECS Meeting Abstracts·2024
Sampling Real‐Time Atomic Dynamics in Metal Nanoparticles by Combining Experiments, Simulations, and Machine Learning
Advanced Science·2024· 11 citedOpen Access
Assessing the Activity and Stability of Cu-Based Gas Diffusion Electrodes for the Co2 Conversion in Different Electrolytes:Bicarbonate vs. Ionic Liquid/Acetonitrile
SSRN Electronic Journal·2024Open Access
The role of dynamics in heterogeneous catalysis: Surface diffusivity and N <sub>2</sub> decomposition on Fe(111)
Proceedings of the National Academy of Sciences·2023· 72 citedOpen Access
The role of dynamics in heterogeneous catalysis: surface diffusivity and N2 decomposition on Fe(111)
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
The role of dynamics in heterogeneous catalysis: surface diffusivity and N2 decomposition on Fe(111)
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
The role of dynamics in heterogeneous catalysis: surface diffusivity and N2 decomposition on Fe(111)
2023· 4 citedOpen Access
Sampling real-time atomic dynamics in metal nanoparticles by combining experiments, simulations, and machine learning
2023Open Access
Sampling real-time atomic dynamics in metal nanoparticles by combining experiments, simulations, and machine learning
2023Open Access
Machine learning of atomic dynamics and statistical surface identities in gold nanoparticles
Communications Chemistry·2023· 18 citedOpen Access
Research data supporting: "Machine Learning of Atomic Dynamics and Statistical Surface Identities in Gold Nanoparticles"
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Research data supporting: "Innate dynamics and identity crisis of a metal surface unveiled by machine learning of atomic environments"
2023Open Access
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Frequent Co-authors

Giovanni M. Pavan(15), Michele Parrinello(13), Daniele Rapetti(11), Massimo Delle Piane(11), Matteo Cioni(10), Carlo Cavallotti(9), Luigi Bonati(7), Annalisa Cardellini(6), Claudio Perego(6), Cristina Pizzolitto(5), Pierdomenico Biasi(5), René Eckert(5), Stephan J. Reitmeier(5), Robert Schlögl(5), Luca Pesce(4), Riccardo Ferrando(4), Federica Zammillo(4), Hilmar Guzmán(4), Roger Miró(4), Alberto Lopera(4)