Luca M. Ghiringhelli

13 papers Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A high-performance and portable implementation of the SISSO method for CPUs and GPUs.
CoRR
Sebastian Eibl, Yi Yao, Matthias Scheffler, Markus Rampp, Luca M. Ghiringhelli, Thomas A. R. Purcell
2025 J jnl
A high-performance and portable implementation of the SISSO method for CPUs and GPUs.
Mach. Learn. Sci. Technol.
Sebastian Eibl, Yi Yao, Matthias Scheffler, Markus Rampp, Luca M. Ghiringhelli, Thomas A. R. Purcell
2024 J jnl
How big is Big Data?
CoRR
Daniel T. Speckhard, Tim Bechtel, Luca M. Ghiringhelli, Martin Kuban, Santiago Rigamonti, Claudia Draxl
2023 J jnl
Emergence of Latent Binary Encoding in Deep Neural Network Classifiers.
CoRR
Luigi Sbailò, Luca M. Ghiringhelli
2023 — conf
FAIR Research Data With NOMAD FAIRmat's Distributed, Schema-based Research-data Infrastructure to Harmonize RDM in Materials Science.
CoRDI
Markus Scheidgen, Sebastian Brückner, Sandor Brockhauser, Luca M. Ghiringhelli, Felix Dietrich, Ahmed E. Mansour, José A. Márquez, Martin Albrecht, Heiko B. Weber, Silvana Botti, Martin Aeschlimann, Claudia Draxl
2023 J jnl
NOMAD: A distributed web-based platform for managing materials science research data.
J. Open Source Softw.
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, Felix Dietrich, Daniel Lehmberg, Thea Denell, Andrea Albino, Hampus Näsström, Sherjeel Shabih, Florian Dobener, Markus Kühbach, Rubel Mozumder, Joseph F. Rudzinski, Nathan Daelman, José M. Pizarro, Martin Kuban, Cuauhtemoc Salazar, Pavel Ondracka, Hans-Joachim Bungartz, Claudia Draxl
2023 J jnl
Uncertainty Quantification in Deep Neural Networks through Statistical Inference on Latent Space.
CoRR
Luigi Sbailò, Luca M. Ghiringhelli
2022 J jnl
SISSO++: A C++ Implementation of the Sure-Independence Screening and Sparsifying Operator Approach.
J. Open Source Softw.
Thomas A. R. Purcell, Matthias Scheffler, Christian Carbogno, Luca M. Ghiringhelli
2022 J jnl
TCMI: a non-parametric mutual-dependence estimator for multivariate continuous distributions.
Data Min. Knowl. Discov.
Benjamin Regler, Matthias Scheffler, Luca M. Ghiringhelli
2020 J jnl
TCMI: a non-parametric mutual-dependence estimator for multivariate continuous distributions.
CoRR
Benjamin Regler, Matthias Scheffler, Luca M. Ghiringhelli
2017 J jnl
Identifying Consistent Statements about Numerical Data with Dispersion-Corrected Subgroup Discovery.
CoRR
Mario Boley, Bryan R. Goldsmith, Luca M. Ghiringhelli, Jilles Vreeken
2017 J jnl
Identifying consistent statements about numerical data with dispersion-corrected subgroup discovery.
Data Min. Knowl. Discov.
Mario Boley, Bryan R. Goldsmith, Luca M. Ghiringhelli, Jilles Vreeken
2017 J jnl
Levy-Lieb-Based Monte Carlo Study of the Dimensionality Behaviour of the Electronic Kinetic Functional.
Comput.
Seshaditya A., Luca M. Ghiringhelli, Luigi Delle Site