检索结果 - Luca M. Ghiringhelli

Robust recognition and exploratory analysis of crystal structures via Bayesian deep learning 由 Andreas Leitherer, Angelo Ziletti, Luca M. Ghiringhelli

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Levy-Lieb-Based Monte Carlo Study of the Dimensionality Behaviour of the Electronic Kinetic Functional 由 Seshaditya A., Luca M. Ghiringhelli, Luigi Delle Site

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The NOMAD Artificial-Intelligence Toolkit: turning materials-science data into knowledge and understanding 由 Luigi Sbailò, Ádám Fekete, Luca M. Ghiringhelli, Matthias Scheffler

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Efficient ab initio schemes for finding thermodynamically stable and metastable atomic structures: benchmark of cascade genetic algorithms 由 Saswata Bhattacharya, Sergey V Levchenko, Luca M Ghiringhelli, Matthias Scheffler

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Accelerating materials-space exploration for thermal insulators by mapping materials properties via artificial intelligence 由 Thomas A. R. Purcell, Matthias Scheffler, Luca M. Ghiringhelli, Christian Carbogno

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Automatic identification of crystal structures and interfaces via artificial-intelligence-based electron microscopy 由 Andreas Leitherer, Byung Chul Yeo, Christian H. Liebscher, Luca M. Ghiringhelli

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Uncovering structure-property relationships of materials by subgroup discovery 由 Bryan R Goldsmith, Mario Boley, Jilles Vreeken, Matthias Scheffler, Luca M Ghiringhelli

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A high-performance and portable implementation of the SISSO method for CPUs and GPUs 由 Sebastian Eibl, Yi Yao, Matthias Scheffler, Markus Rampp, Luca M Ghiringhelli, Thomas A R Purcell

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Not so loosely bound rare gas atoms: finite-temperature vibrational fingerprints of neutral gold-cluster complexes 由 Luca M Ghiringhelli, Philipp Gruene, Jonathan T Lyon, David M Rayner, Gerard Meijer, André Fielicke, Matthias Scheffler

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Learning physical descriptors for materials science by compressed sensing 由 Luca M Ghiringhelli, Jan Vybiral, Emre Ahmetcik, Runhai Ouyang, Sergey V Levchenko, Claudia Draxl, Matthias Scheffler

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Finding predictive models for singlet fission by machine learning 由 Xingyu Liu, Xiaopeng Wang, Siyu Gao, Vincent Chang, Rithwik Tom, Maituo Yu, Luca M. Ghiringhelli, Noa Marom

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Artificial-intelligence-driven discovery of catalyst genes with application to CO2 activation on semiconductor oxides 由 Aliaksei Mazheika, Yang-Gang Wang, Rosendo Valero, Francesc Viñes, Francesc Illas, Luca M. Ghiringhelli, Sergey V. Levchenko, Matthias Scheffler

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Numerical quality control for DFT-based materials databases 由 Christian Carbogno, Kristian Sommer Thygesen, Björn Bieniek, Claudia Draxl, Luca M. Ghiringhelli, Andris Gulans, Oliver T. Hofmann, Karsten W. Jacobsen, Sven Lubeck, Jens Jørgen Mortensen, Mikkel Strange, Elisabeth Wruss, Matthias Scheffler

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Shared metadata for data-centric materials science 由 Luca M. Ghiringhelli, Carsten Baldauf, Tristan Bereau, Sandor Brockhauser, Christian Carbogno, Javad Chamanara, Stefano Cozzini, Stefano Curtarolo, Claudia Draxl, Shyam Dwaraknath, Ádám Fekete, James Kermode, Christoph T. Koch, Markus Kühbach, Alvin Noe Ladines, Patrick Lambrix, Maja-Olivia Himmer, Sergey V. Levchenko, Micael Oliveira, Adam Michalchuk, Ronald E. Miller, Berk Onat, Pasquale Pavone, Giovanni Pizzi, Benjamin Regler, Gian-Marco Rignanese, Jörg Schaarschmidt, Markus Scheidgen, Astrid Schneidewind, Tatyana Sheveleva, Chuanxun Su, Denis Usvyat, Omar Valsson, Christof Wöll, Matthias Scheffler

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