Glielmo, Aldo
Glielmo, Aldo
Scuola Internazionale Superiore di Studi Avanzati
Compact atomic descriptors enable accurate predictions via linear models
2021-01-01 Zeni, C.; Rossi, K.; Glielmo, A.; De Gironcoli, S.
DADApy: Distance-based analysis of data-manifolds in Python
2022-01-01 Glielmo, Aldo; Macocco, Iuri; Doimo, Diego; Carli, Matteo; Zeni, Claudio; Wild, Romina; D'Errico, Maria; Rodriguez, Alex; Laio, Alessandro
Divide-and-conquer potentials enable scalable and accurate predictions of forces and energies in atomistic systems
2024-01-01 Zeni, Claudio; Anelli, Andrea; Glielmo, Aldo; de Gironcoli, Stefano; Rossi, Kevin
Intrinsic Dimension Estimation for Discrete Metrics
2023-01-01 Macocco, Iuri; Glielmo, Aldo; Grilli, Jacopo; Laio, Alessandro
Ranking the information content of distance measures
2022-01-01 Glielmo, Aldo; Zeni, Claudio; Cheng, Bingqing; Csányi, Gábor; Laio, Alessandro
Reconstruction and segmentation from sparse sequential X-ray measurements of wood logs
2023-01-01 Springer, Sebastian; Glielmo, Aldo; Senchukova, Angelina; Kauppi, Tomi; Suuronen, Jarkko; Roininen, Lassi; Haario, Heikki; Hauptmann, Andreas
Redundant representations help generalization in wide neural networks
2022-01-01 Doimo, D.; Glielmo, A.; Goldt, S.; Laio, A.
Representation mitosis in wide neural networks
2021-01-01 Doimo, Diego; Glielmo, Aldo; Goldt, Sebastian Dominik; Laio, Alessandro
Unsupervised Learning Methods for Molecular Simulation Data
2021-01-01 Glielmo, A.; Husic, B. E.; Rodriguez Garcia, A.; Clementi, C.; Noe, F.; Laio, A.