Unsupervised Learning Methods for Molecular Simulation Data
Glielmo, Aldo, Husic, Brooke E, Rodriguez, Alex, Clementi, Cecilia, Noé, Frank, Laio, Alessandro
Published in Chemical reviews (25.08.2021)
Published in Chemical reviews (25.08.2021)
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Journal Article
Building machine learning force fields for nanoclusters
Zeni, Claudio, Rossi, Kevin, Glielmo, Aldo, Fekete, Ádám, Gaston, Nicola, Baletto, Francesca, De Vita, Alessandro
Published in The Journal of chemical physics (28.06.2018)
Published in The Journal of chemical physics (28.06.2018)
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Journal Article
On machine learning force fields for metallic nanoparticles
Zeni, Claudio, Rossi, Kevin, Glielmo, Aldo, Baletto, Francesca
Published in Advances in physics: X (01.01.2019)
Published in Advances in physics: X (01.01.2019)
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Journal Article
Gaussian Process States: A Data-Driven Representation of Quantum Many-Body Physics
Glielmo, Aldo, Rath, Yannic, Csányi, Gábor, De Vita, Alessandro, Booth, George H.
Published in Physical review. X (05.11.2020)
Published in Physical review. X (05.11.2020)
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Journal Article
Intrinsic Dimension Estimation for Discrete Metrics
Macocco, Iuri, Glielmo, Aldo, Grilli, Jacopo, Laio, Alessandro
Published in Physical review letters (10.02.2023)
Published in Physical review letters (10.02.2023)
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Journal Article
Redundant representations help generalization in wide neural networks
Doimo, Diego, Glielmo, Aldo, Goldt, Sebastian, Laio, Alessandro
Published in Journal of statistical mechanics (01.11.2023)
Published in Journal of statistical mechanics (01.11.2023)
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Journal Article
Ranking the information content of distance measures
Glielmo, Aldo, Zeni, Claudio, Cheng, Bingqing, Csányi, Gábor, Laio, Alessandro
Published in PNAS nexus (01.05.2022)
Published in PNAS nexus (01.05.2022)
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Journal Article
DADApy: Distance-based analysis of data-manifolds in Python
Glielmo, Aldo, Macocco, Iuri, Doimo, Diego, Carli, Matteo, Zeni, Claudio, Wild, Romina, d’Errico, Maria, Rodriguez, Alex, Laio, Alessandro
Published in Patterns (New York, N.Y.) (14.10.2022)
Published in Patterns (New York, N.Y.) (14.10.2022)
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Journal Article
Can we obtain the coefficient of restitution from the sound of a bouncing ball?
Heckel, Michael, Glielmo, Aldo, Gunkelmann, Nina, Pöschel, Thorsten
Published in Physical review. E (01.03.2016)
Published in Physical review. E (01.03.2016)
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Journal Article
Investigating the price determinants of the European Emission Trading System: a non-parametric approach
Salvagnin, Cristiano, Glielmo, Aldo, De Giuli, Maria Elena, Mira, Antonietta
Year of Publication 07.06.2024
Year of Publication 07.06.2024
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Journal Article
Coefficient of restitution of aspherical particles
Glielmo, Aldo, Gunkelmann, Nina, Pöschel, Thorsten
Published in Physical review. E, Statistical, nonlinear, and soft matter physics (01.11.2014)
Published in Physical review. E, Statistical, nonlinear, and soft matter physics (01.11.2014)
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Journal Article
Simulating the Economic Impact of Rationality through Reinforcement Learning and Agent-Based Modelling
Brusatin, Simone, Padoan, Tommaso, Coletta, Andrea, Domenico Delli Gatti, Glielmo, Aldo
Published in arXiv.org (21.10.2024)
Published in arXiv.org (21.10.2024)
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Paper
Journal Article
Beyond the noise: intrinsic dimension estimation with optimal neighbourhood identification
Di Noia, Antonio, Macocco, Iuri, Glielmo, Aldo, Laio, Alessandro, Mira, Antonietta
Year of Publication 23.05.2024
Year of Publication 23.05.2024
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Journal Article