Publications of Luca M. Ghiringhelli

Ghiringhelli, L. M.: Big Data of Materials Science: Critical Next Steps. Psi-k 2015 Conference, San Sebastian, Spain (2015)

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.: 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.: Towards Ab Initio Modelling of Heterogeneous Catalysis: Beyond the Static, Monostructure Description. Seminar, NYU-ECNU Center for Computational Chemistry, Shanghai, China (2015)

Ghiringhelli, L. M.: Compressed Sensing for Optimal Basis Sets Identification. CECAM Workshop, Big Data of Materials Science - Critical Next Steps, Lausanne, Switzerland (2015)

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.: 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.: 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)

Ghiringhelli, L. M.: Ab initio statistical mechanics of surfaces, defects, and clusters. Hands-on Course, International Max Planck Research School (IMPRS), Berlin, Germany (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.: Ab initio atomistic thermodynamics and statistical mechanics of materials' properties and functions. International Workshop on Computational Materials Design, Jodhpur, India (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.: 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.: 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.: 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)