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Glielmo, Aldo
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1

Divide-and-conquer potentials enable scalable and accurate ..:

Zeni, Claudio ; Anelli, Andrea ; Glielmo, Aldo..
Digital Discovery.  3 (2024)  1 - p. 113-121 , 2024
Link: https://doi.org/10.1039/..
 
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2

Reinforcement Learning for Combining Search Methods in the ..:

, In: Proceedings of the Fourth ACM International Conference on AI in Finance,
Glielmo, Aldo ; Favorito, Marco ; Chanda, Debmallya. - p. 305-313 , 2023
Link: https://dl.acm.org/doi/1..
 
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3

Intrinsic Dimension Estimation for Discrete Metrics:

Macocco, Iuri ; Glielmo, Aldo ; Grilli, Jacopo.
Physical Review Letters.  130 (2023)  6 - p. , 2023
Link: https://doi.org/10.1103/..
 
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4

Redundant representations help generalization in wide neura..:

Doimo, Diego ; Glielmo, Aldo ; Goldt, Sebastian.
Journal of Statistical Mechanics: Theory and Experiment.  2023 (2023)  11 - p. 114011 , 2023
Link: https://doi.org/10.1088/..
 
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5

Ranking the information content of distance measures:

Glielmo, Aldo ; Zeni, Claudio ; Cheng, Bingqing...
PNAS Nexus.  1 (2022)  2 - p. , 2022
Link: https://doi.org/10.1093/..
 
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6

DADApy: Distance-based analysis of data-manifolds in Python:

Glielmo, Aldo ; Macocco, Iuri ; Doimo, Diego...
Patterns.  3 (2022)  10 - p. 100589 , 2022
Link: https://doi.org/10.1016/..
 
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7

Black-it: A Ready-to-Use and Easy-to-Extend CalibrationKit ..:

Benedetti, Marco ; Catapano, Gennaro ; Sclavis, Francesco De...
Journal of Open Source Software.  7 (2022)  79 - p. 4622 , 2022
Link: https://doi.org/10.21105..
 
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8

Unsupervised Learning Methods for Molecular Simulation Data:

Glielmo, Aldo ; Husic, Brooke E. ; Rodriguez, Alex...
Chemical Reviews.  121 (2021)  16 - p. 9722-9758 , 2021
Link: https://doi.org/10.1021/..
 
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9

Compact atomic descriptors enable accurate predictions via ..:

Zeni, Claudio ; Rossi, Kevin ; Glielmo, Aldo.
The Journal of Chemical Physics.  154 (2021)  22 - p. , 2021
Link: https://doi.org/10.1063/..
 
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10

Building Nonparametric n-Body Force Fields Using Gaussian P..:

, In: Machine Learning Meets Quantum Physics; Lecture Notes in Physics,
Glielmo, Aldo ; Zeni, Claudio ; Fekete, Ádám. - p. 67-98 , 2020
Link: https://doi.org/10.1007/..
 
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11

Gaussian Process States: A Data-Driven Representation of Qu..:

Glielmo, Aldo ; Rath, Yannic ; Csányi, Gábor..
Physical Review X.  10 (2020)  4 - p. , 2020
Link: https://doi.org/10.1103/..
 
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12

A Bayesian inference framework for compression and predicti..:

Rath, Yannic ; Glielmo, Aldo ; Booth, George H.
The Journal of Chemical Physics.  153 (2020)  12 - p. , 2020
Link: https://doi.org/10.1063/..
 
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13

Stochastic Nature of Particle Collisions and its Impact on ..:

, In: Particles in Contact,
Gunkelmann, Nina ; Serero, Dan ; Glielmo, Aldo... - p. 565-590 , 2019
Link: https://doi.org/10.1007/..
 
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14

On machine learning force fields for metallic nanoparticles:

Zeni, Claudio ; Rossi, Kevin ; Glielmo, Aldo.
Advances in Physics: X.  4 (2019)  1 - p. 1654919 , 2019
Link: https://doi.org/10.1080/..
 
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15

Building machine learning force fields for nanoclusters:

Zeni, Claudio ; Rossi, Kevin ; Glielmo, Aldo...
The Journal of Chemical Physics.  148 (2018)  24 - p. , 2018
Link: https://doi.org/10.1063/..
 
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