Publications of Christian Carbogno

Working Paper (9)

2025
Working Paper
Müller, Niclas S., Alexander P. Fellows, Ben John, Andrew E. Naclerio, Christian Carbogno, Katayoun Gharagozloo-Hubmann, Damian Balaz, Ryan A. Kowalski, Hendrik Heenen, Christoph Scheurer, Karsten Reuter, Joshua D. Caldwell, Martin Wolf, Piran R. Kidambi, Martin Thämer and Alexander Paarmann: Full Crystallographic Imaging of Hexagonal Boron Nitride Monolayers with Phonon-Enhanced Sum-Frequency Microscopy.
Working Paper
Stocco, Elia, Christian Carbogno and Mariana Rossi: Electric-Field Driven Nuclear Dynamics of Liquids and Solids from a Multi-Valued Machine-Learned Dipolar Model.
2024
Working Paper
Kang, Kisung, Matthias Scheffler, Christian Carbogno and Thomas Purcell: Accelerating the Training and Improving the Reliability of Machine-Learned Interatomic Potentials for Strongly Anharmonic Materials Through Active Learning.
Working Paper
Quan, J., Min-Ye Zhang, Matthias Scheffler and Christian Carbogno: Temperature-Dependent Electronic Spectral Functions From Band-Structure Unfolding.
2023
Working Paper
Lu, Shuaihua, Luca M. Ghiringhelli, Christian Carbogno, Jinlan Wang and Matthias Scheffler: On the Uncertainty Estimates of Equivariant-Neural-Network-Ensembles Interatomic Potentials.
Working Paper
Speckhard, Daniel, Christian Carbogno, Luca M. Ghiringhelli, Sven Lubeck, Matthias Scheffler and Claudia Draxl: Extrapolation to complete basis-set limit in density-functional theory by quantile random-forest models.
2018
Working Paper
Acosta, Carlos Mera, Runhai Ouyang, Adalberto Fazzio, Matthias Scheffler, Luca M. Ghiringhelli and Christian Carbogno: Analysis of Topological Transitions in Two-dimensional Materials by Compressed Sensing.
2016
Working Paper
Ghiringhelli, Luca M., Christian Carbogno, Sergey V. Levchenko, Fawzi Roberto Mohamed, Georg Huhs, Martin Lüders, Micael Oliveira and Matthias Scheffler: Towards a Common Format for Computational Materials Science Data.

Editorial (1)

2023
Editorial
Ghiringhelli, Luca M., 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 Lenz Himmer, Sergey V. Levchenko, Micael Oliveira, Adam Michalchuk, Ron 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 and Matthias Scheffler: Shared Metadata for Data-Centric Materials Science.
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