Publications of Luca M. Ghiringhelli
All genres
Talk (124)
2017
Talk
Ghiringhelli, Luca M.: Introduction to the NOMAD Analytics Toolkit.
(NOMAD Summer - A Hands-on course on tools for novel materials discovery, Berlin, Germany, Sep 2017).
Talk
Ghiringhelli, Luca M.: A Meta-Machine-Learning Method for Identifying Effective Descriptors of Materials Properties.
(Workshop I: Optimization and Optimal Control for Complex Energy and Property Landscapes, IPAM, Los Angeles, CA, USA, Oct 2017).
Talk
Ghiringhelli, Luca M.: Searching for Materials Descriptors in Huge Feature Spaces With Compressed Sensing.
(CECAM Workshop, Big-Data driven Materials Science, Lausanne, Switzerland, Sep 2017).
Talk
Ghiringhelli, Luca M.: The NOMAD European Centre of Excellence: Your Gateway to Materials-Science Data.
(E-CAM Scoping Workshop: From the Atom to the Material, Cambridge, UK, Sep 2017).
Talk
Sutton, Christopher A., , Luca M. Ghiringhelli and Matthias Scheffler: High-Throughput Screening and Guided Design of Transparent Conducting Oxides.
(253rd ACS National Meeting & Exposition, Advanced Materials, Technologies, Systems & Processes, San Francisco, CA, USA, Apr 2017).
2016
Talk
Ghiringhelli, Luca M.: A Common Energy Zero for Total Energies.
(CECAM/Psi-k/NOMAD Workshop, Towards a Common Format for Computational Materials Science Datas, Lausanne, Switzerland, Jan 2016).
Talk
Ghiringhelli, Luca M.: Learning Descriptors from Materials Science Big Data.
(Seminar, Department of Condensed Matter Theory, The Czech Academy of Sciences, Prague, Czech Republic, Mar 2016).
Talk
Ghiringhelli, Luca M.: Causal Models in Big-Data Analytics for Novel Materials Discovery.
(2016 MRS Spring Meeting and Exhibit, Phoenix, AZ, USA, Mar 2016).
Talk
Ghiringhelli, Luca M.: Learning Descriptors from Materials Science (Big) Data.
(Seminar, Department of Chemistry, University of California, Davis, CA, USA, Mar 2016).
Talk
Ghiringhelli, Luca M.: From Ab Initio Molecular Dynamics to Statistical Mechanics.
(Hands-on workshop and Humboldt-Kolleg: Density-Functional Theory and Beyond - Basic Principles and Modern Insights, Isfahan, Iran, May 2016).
Talk
Ghiringhelli, Luca M.: Big-Data Analytics in Materials Science.
(Hands-on workshop and Humboldt-Kolleg: Density-Functional Theory and Beyond - Basic Principles and Modern Insights, Isfahan, Iran, May 2016).
Talk
Ghiringhelli, Luca M.: Machine Learning for Fast Property Predictions.
(Electronic Structure Theory with Numeric Atom-Centered Basis Functions, FHI-aims Developers' and Users' Meeting, Munich, Germany, Jul 2016).
Talk
Ghiringhelli, Luca M.: Finding Descriptors for (Predicting the Plasticity of) Real Materials.
(Workshop on Big-Data-Driven Materials Science, Kreuth, Germany, Jul 2016).
Talk
Ghiringhelli, Luca M.: Big Data of Materials Science: The Critical Role of the Descriptor.
(Meeting, Berlin International Graduate School of Natural Sciences and Engineering (BIG-NSE), Berlin, Germany, Nov 2016).
Talk
Ghiringhelli, Luca M.: Learning Descriptors from Materials-Science (Big) Data.
(Workshop, Beyond! Materials Design and Discovery, Kreuth, Germany, Dec 2016).
2015
Talk
Ghiringhelli, Luca M.: Learning Physically Meaningful Descriptors from Data in Materials Science.
(FHI-Workshop on Current Research Topics at the FHI, Potsdam, Germany, May 2015).
Talk
Ghiringhelli, Luca M.: Ab initio Molecular Dynamics and Nuclear Quantum Effects.
(Hands-on Workshop Density-Functional Theory and Beyond:
First-Principles Simulations of Molecules and Materials, Berlin, Germany, Jul 2015).
Talk
Ghiringhelli, Luca M.: Big-Data Analytics in Materials Science.
(Hands-on Workshop Density-Functional Theory and Beyond:
First-Principles Simulations of Molecules and Materials, Berlin, Germany, Jul 2015).
Talk
Ghiringhelli, Luca M.: Big Data of Materials Science: Critical Next Steps.
(Psi-k 2015 Conference, San Sebastian, Spain, Sep 2015).
Talk
Ghiringhelli, Luca M.: Design of the Feature Space for Feature-selection Algorithms Yielding Physically Interpretable Descriptors.
(CECAM/Psi-k Workshop, From Many-Body Hamiltonians to Machine Learning and Back, Berlin, Germany, May 2015).