Levy-Lieb-Based Monte Carlo Study of the Dimensionality Behaviour of the Electronic Kinetic Functional. - Seshaditya A.; Luca M. Ghiringhelli; Luigi Delle Site (Comput., 2017)

Identifying consistent statements about numerical data with dispersion-corrected subgroup discovery. - Mario Boley; Bryan R. Goldsmith; Luca M. Ghiringhelli; Jilles Vreeken (Data Min. Knowl. Discov., 2017)

TCMI: a non-parametric mutual-dependence estimator for multivariate continuous distributions. - Benjamin Regler; Matthias Scheffler; Luca M. Ghiringhelli (Data Min. Knowl. Discov., 2022)

SISSO++: A C++ Implementation of the Sure-Independence Screening and Sparsifying Operator Approach. - Thomas A. r. Purcell; Matthias Scheffler; Christian Carbogno; Luca M. Ghiringhelli (J. Open Source Softw., 2022)

FAIR Research Data With NOMAD FAIRmat's Distributed, Schema-based Research-data Infrastructure to Harmonize RDM in Materials Science. - Markus Scheidgen; Sebastian Brückner; Sandor Brockhauser; Luca M. Ghiringhelli; Felix Dietrich; Ahmed E. Mansour; José A. Márquez; Martin Albrecht 002; Heiko B. Weber; Silvana Botti; Martin Aeschlimann; Claudia Draxl (CoRDI, 2023)

Uncertainty Quantification in Deep Neural Networks through Statistical Inference on Latent Space. - Luigi Sbailò; Luca M. Ghiringhelli (CoRR, 2023)

Emergence of Latent Binary Encoding in Deep Neural Network Classifiers. - Luigi Sbailò; Luca M. Ghiringhelli (CoRR, 2023)

NOMAD: A distributed web-based platform for managing materials science research data. - Markus Scheidgen; Lauri Himanen; Alvin N. Ladines; David Sikter; Mohammad Nakhaee; Ádám Fekete; Theodore Chang; Amir Golparvar; José A. Márquez; Sandor Brockhauser; Sebastian Brückner; Luca M. Ghiringhelli; et al. (J. Open Source Softw., 2023)

How big is Big Data? - Daniel T. Speckhard; Tim Bechtel; Luca M. Ghiringhelli; Martin Kuban; Santiago Rigamonti; Claudia Draxl (CoRR, 2024)

A high-performance and portable implementation of the SISSO method for CPUs and GPUs. - Sebastian Eibl; Yi Yao; Matthias Scheffler; Markus Rampp; Luca M. Ghiringhelli; Thomas A. r. Purcell (CoRR, 2025)