Publications of Luca M. Ghiringhelli
All genres
Talk (124)
2021
Talk
Ghiringhelli, Luca M.: Towards Small-Data-Driven Materials Science.
(2021 MRS Spring Meeting & Exhibit, Online Event, Apr 2021).
Talk
Ghiringhelli, Luca M.: Ontologies in Computational Materials Science: The NOMAD Experience.
(3rd EMMC International Workshop (EMMC 2021), Online Event, Mar 2021).
2020
Talk
Ghiringhelli, Luca M.: Beyond Just Fitting Numbers: Interpretable Artificial Intelligence for the Small Data of Materials Science.
(Lecture, Helmholtz Einstein International Berlin Research School in Data Science (HEIBRiDS), Online Event, Oct 2020).
Talk
Ghiringhelli, Luca M.: Beyond Just Fitting Numbers: Interpretable Artificial Intelligence for the Small Data of Materials Science.
(Colloquium, Leibniz-Institut für Kristallzüchtung (IKZ), Online Event, Oct 2020).
Talk
Ghiringhelli, Luca M.: Artificial Intelligence for Data-Driven Materials Science: Small Data and Interpretability.
(Seminar, TÜBİTAK TBAE, Research Institute for Fundamental Sciences, Online Event, Aug 2020).
Talk
Ghiringhelli, Luca M.: Artificial Intelligence for Data-Driven Materials Science: Small Data and Interpretability.
(Colloquium, Medical Physics and Metrological IT, Physikalisch-Technische Bundesanstalt (PTB), Online Event, Jun 2020).
Talk
Ghiringhelli, Luca M.: Community-Driven Metadata and Ontologies for Materials Science and Their Key Role in Artificial-Intelligence Tools.
(EERAdata Workshop No. 1, FAIR and open principles and METADATA for low carbon energy, Online Event, Jun 2020).
Talk
Ghiringhelli, Luca M.: Metadata and Ontologies for Computational and Experimental Materials Science: Achievements and Challenges.
(Workshop, Superalloy Data Science, ICAMS Ruhr-Universität Bochum, Bochum, Germany, Jan 2020).
Talk
Ghiringhelli, Luca M.: Artificial Intelligence for (Big?) Data-Driven Materials Science: Achievements and Perspectives.
(Colloquium, Machine Learning meets Chemistry, Department of Chemistry, University of Turin, Turin, Italy, Feb 2020).
Talk
Ghiringhelli, Luca M.: Community-Driven Metadata and Ontologies for Materials Science and Their Key Role in Artificial-Intelligence Tools.
(Conference on a FAIR Data Infrastructure for Materials Genomics, Online Event, Jun 2020).
Talk
Ghiringhelli, Luca M.: Beyond the Static, Mono-Structure Description: Meta-Stable States and Anharmonic Dynamics in Clusters and Surfaces at Real (T, p) Conditions.
(FHI-Workshop on Current Research Topics at the FHI, Online Event, May 2020).
2019
Talk
Ghiringhelli, Luca M.: Data-Driven Cartography of Materials Properties.
(Workshop on Crystal Structure Prediction: Exploring the Mendeleev Table as a Palette to Design New Materials, International Centre for Theoretical Physics (ICTP), Trieste, Italy, Jan 2019).
Talk
Ghiringhelli, Luca M.: Data-Driven Materials Science: The Critical Role of the Descriptor.
(SBP Group Seminar, Physics and Chemistry of Biological Systems - SISSA, Trieste, Italy, Jan 2019).
Talk
Ghiringhelli, Luca M.: Topics in Data-Driven Materials Science: Crowd Sourcing and Maps of Material Properties.
(PRESTO International Symposium on Materials Informatics, Tokyo, Japan, Feb 2019).
Talk
Ghiringhelli, Luca M.: Compressed Sensing for Data-Driven Materials Science.
(BiGmax Workshop 2019 on Big-data-driven Materials Science, Dresden, Germany, Apr 2019).
Talk
Ghiringhelli, Luca M.: Data-Driven Materials Science: The Critical Role of the Descriptor.
(Seminar, University of Warwick, Coventry, UK, May 2019).
Talk
Ghiringhelli, Luca M.: Exploring the Materials Space via Regularized and Symbolic Regression.
(ML4MS 2019, Young Researcher’s Workshop on Machine Learning for Materials Science 2019, Aalto University, Helsinki, Finland, May 2019).
Talk
Ghiringhelli, Luca M.: Metadata Towards FAIR Data Sharing for Data-Driven Materials Science: Achievements and Open Challenges.
(FHI-Workshop on Current Research Topics at the FHI, Potsdam, Germany, May 2019).
Talk
Ghiringhelli, Luca M.: Charting Materials-Properties Spaces.
(E-MRS Spring Meeting 2019, SYMPOSIUM AA: Computations for materials discovery, design and the role of data, Nice, France, Jun 2019).
Talk
Ghiringhelli, Luca M.: Metadata Towards FAIR Data Sharing for Data-Driven Materials Science: Achievements and Open Challenges.
(Shared metadata and data formats for Big-Data Driven Materials Science: A NOMAD-FAIRDI workshop, Berlin, Germany, Jul 2019).