Publications of Luca M. Ghiringhelli

Talk (117)

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Ghiringhelli, L. M.: Learning Descriptors from Materials Science (Big) Data. Seminar, Department of Chemistry, University of California, Davis, CA, USA (2016)
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Ghiringhelli, L. M.: A Common Energy Zero for Total Energies. CECAM/Psi-k/NOMAD Workshop, Towards a Common Format for Computational Materials Science Datas, Lausanne, Switzerland (2016)
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Ghiringhelli, L. M.: Compressed Sensing for Optimal Basis Sets Identification. CECAM Workshop, Big Data of Materials Science - Critical Next Steps, Lausanne, Switzerland (2015)
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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)
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Ghiringhelli, L. M.: Big Data of Materials Science: Critical Next Steps. Psi-k 2015 Conference, San Sebastian, Spain (2015)
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Ghiringhelli, L. 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 (2015)
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Ghiringhelli, L. M.: Big-Data Analytics in Materials Science. Hands-on Workshop Density-Functional Theory and Beyond: First-Principles Simulations of Molecules and Materials, Berlin, Germany (2015)
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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)
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Ghiringhelli, L. M.: Learning Physically Meaningful Descriptors from Data in Materials Science. FHI-Workshop on Current Research Topics at the FHI, Potsdam, Germany (2015)
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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)
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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)
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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)
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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)
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Ghiringhelli, L. M.: Ab initio statistical mechanics of surfaces, defects, and clusters. Hands-on Course, International Max Planck Research School (IMPRS), Berlin, Germany (2014)
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Ghiringhelli, L. M.: Big Data of Materials Science – Critical Role of the Descriptor. XXVI IUPAP Conference on Computational Physics, CCP2014, Boston, MA, USA (2014)
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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)
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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)
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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)
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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)
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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)
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