Search Results - Luca M Ghiringhelli

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  1. 1

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

    Published in Computation (2017-06-01)
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  2. 2

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

    Published in New Journal of Physics (2014-01-01)
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  3. 3

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

    Published in npj Computational Materials (2023-06-01)
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  4. 4

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

    Published in npj Computational Materials (2023-10-01)
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  5. 5

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

    Published in New Journal of Physics (2017-01-01)
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  6. 6

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

    Published in Machine Learning: Science and Technology (2025-01-01)
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  7. 7

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

    Published in New Journal of Physics (2013-01-01)
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  8. 8

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

    Published in New Journal of Physics (2017-01-01)
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  9. 9

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

    Published in Nature Communications (2022-01-01)
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  10. 10

    Shared metadata for data-centric materials science by 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

    Published in Scientific Data (2023-09-01)
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