Publications of Luca M. Ghiringhelli

Ghiringhelli, L. 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 (2015)

Ghiringhelli, L. M.: Learning Physically Meaningful Descriptors from Data in Materials Science. FHI-Workshop on Current Research Topics at the FHI, Potsdam, Germany (2015)

Ghiringhelli, L. M.: Theoretical Evidence of Unexpected O-rich Phases in MgO Clusters and at corners of Extended MgO Surfaces. CECAM Workshop, Emergent structural and electronic phenomena at interfaces of nanoscale oxides, Lausanne, Switzerland (2015)

Ghiringhelli, L. M.: (Statistical) Learning from (big) data in Materials Science: The Critical Role of the Descriptor. CECAM Conference, Frontiers of first-principles simulations: materials design and discovery, Berlin, Germany (2015)

Ghiringhelli, L. M.: Big Data of Materials Science: Critical Role of the Descriptor. Workshop on Simulation and Modeling of Emerging Electronics 2014, University of Hong Kong , Hong Kong, China (2014)

Ghiringhelli, L. M.: Big Data of Materials Science: Critical Role of the Descriptor. AScI Workshop, Machine Learning for Materials Science, Aalto University, Helsinki, Finland (2014)

Ghiringhelli, L. M.: Ab initio statistical mechanics of surfaces, defects, and clusters. Hands-on Course, International Max Planck Research School (IMPRS), Berlin, Germany (2014)

Ghiringhelli, L. M.: Big Data of Materials Science – Critical Role of the Descriptor. XXVI IUPAP Conference on Computational Physics, CCP2014, Boston, MA, USA (2014)

Ghiringhelli, L. M.: Statistical Mechanics and Molecular Dynamics. IPAM Workshop, Density Functional Theory and Beyond: Computational Materials Science for Real Materials, Institute for Pure and Applied Mathematics, Los Angeles, CA, USA (2014)

Ghiringhelli, L. M.: Search for Minimum Energy Paths: Nudged Elastic Band and Beyond. IPAM Workshop, Density Functional Theory and Beyond: Computational Materials Science for Real Materials, Institute for Pure and Applied Mathematics, Los Angeles, CA, USA (2014)

Ghiringhelli, L. M.: Big data of materials science: Critical role of the descriptor. International Workshop, White Nights of Materials Science: From Physics and Chemistry to Data Analysis, and Back, St. Petersburg, Russia (2014)

Levchenko, S. V.; Ghiringhelli, L. M.: Effects of Temperature, Pressure, and Doping On Stoichiometry and Atomic Structure of Materials: Bulk, surfaces, and Clusters. FHI-Workshop on Current Research Topics at the FHI , Potsdam, Germany (2014)

Ghiringhelli, L. M.: Free metal and metal-oxide clusters: beyond the static, monostructure description. IPAM program on Materials for a Sustainable Energy Future, Los Angeles, USA (2013)

Ghiringhelli, L. M.: Free metal and metal-oxide clusters: beyond the static, monostructure description. CECAM/Psi-k Research Conference:Multi-scale Modeling from First-Principles, Cap Roig, Spain (2013)

Ghiringhelli, L. M.: First-principles molecular dynamics and infrared spectroscopy. Block Course on Dynamic Processes at Interfaces and Surfaces, International Max Planck Research School Complex Surfaces in Materials Sciences, Berlin, Germany (2013)

Ghiringhelli, L. M.: From Ab Initio Molecular Dynamics to Statistical Mechanics. Hands-on Workshop DFT and Beyond: Computational materials science for real materials, Trieste, Italy (2013)

Ghiringhelli, L. M.: Treating surfaces: Clusters vs. supercells. International Summer School on Basic Concepts and First-Principles Computations for Surface Science: Applications in Chemical Energy Conversion and Storage, Norderney, Germany (2013)

Ghiringhelli, L. M.: (Computational) Statistical Mechanics from First Principles. Block Course on Aspects of Physics and Chemistry of Surfaces, International Max Planck Research School Complex Surfaces in Materials Sciences, Berlin, Germany (2013)

Ghiringhelli, L. M.: Ab initio atomistic thermodynamics and statistical mechanics of materials' properties and functions. International Workshop on Computational Materials Design, Jodhpur, India (2013)

Ghiringhelli, L. M.: Levy–Lieb constrained-search and classical Monte Carlo sampling: electron correlations and Shannon entropy. Research Workshop and Graduate School on Complexity from quantum systems to emergent behaviour, Debrecen, Hungary (2012)