Publications of Matthias Scheffler

Thesis - PhD (34)

Thesis - PhD
Todorova, M.: Oxidation of Palladium Surfaces. Dissertation, Technische Universität, Berlin (2004)
Thesis - PhD
Da Silva, J. L. F.: The nature and behavior of rare-gas atoms on metal surfaces. Dissertation, Technische Universität Berlin, Berlin (2002)
Thesis - PhD
Penev, E.: On the theory of surface diffusion in InAs/GaAs(001) heteroepitaxy. Dissertation, Technische Universität, Berlin (2002)
Thesis - PhD
Lorenz, S.: Reactions on surfaces with neural networks. Dissertation, Technische Universität, Berlin (2001)
Thesis - PhD
Seitsonen, A. P.: Theoretical investigations into adsorption and co-adsorption on transition-metal surfaces as models to heterogenous catalysis. Dissertation, Technische Universität, Berlin (2000)
Thesis - PhD
Petersen, M.: Dichtefunktionaltheoretische Untersuchung zur Wechselwirkung von H, He und Ne mit Metalloberflächen. Dissertation, Technische Universität, Berlin (1999)
Thesis - PhD
Scheffler, M.: Winkelaufgelöste Photoemission von adsorbierten Schichten. Dissertation, Technische Universität, Berlin (1978)
Thesis - PhD
Scheffler, M.: Winkelaufgelöste Photoemission von Adsorbatsystemen. Dissertation, Technische Universität Berlin, Berlin (1978)

Thesis - Diploma (1)

Thesis - Diploma
Cao, J.: Polymerization of Carbon Nitride - experimental and theoretical investigation. Diploma, Freie Universität, Berlin (2006)

Thesis - Master (5)

Thesis - Master
Zhao, B.: Identifying descriptors for the in-silico, high-throughput discovery of the thermal insulators for thermoelectric applications. Master, Technische Universität, Darmstadt (2022)
Thesis - Master
Lim, B.: Discussion, implementation and demonstration of AI-guided active workflows. Master, Technische Universität, Darmstadt (2021)
Thesis - Master
Oehlers, M.: Identifying exceptional data points in materials science using machine learning. Master, Technische Universität, Berlin (2021)
Thesis - Master
Kowalski, H.-H.: First-principles Study of Thermoelectric Magnesium Silicides with High-Throughput Techniques. Master, Technische Universität, Berlin (2016)
Thesis - Master
Ahmetcik, E.: Machine Learning of the Stability of Octet Binaries. Master, Technische Universität, Berlin (2016)

Thesis - Bachelor (1)

Thesis - Bachelor
Müller, P. M.: Thermal Conductivities of Group IV and Group III-V Compound Semiconductors from First Principles. Bachelor, Technische Universität, Berlin (2018)

Working Paper (10)

Working Paper
Gavini, V.; Baroni, S.; Blum, V.; Bowler, D. R.; Buccheri, A.; Chelikowsky, J. R.; Das, S.; Dawson, W.; Delugas, P.; Dogan, M. et al.; Draxl, C.; Galli, G.; Genovese, L.; Giannozzi, P.; Giantomassi, M.; Gonze, X.; Govoni, M.; Gulans, A.; Gygi, F.; Herbert, J. M.; Kokott, S.; Kühne, T. D.; Liou, K.-H.; Miyazaki, T.; Motamarri, P.; Nakata, A.; Pask, J. E.; Plessl, C.; Ratcliff, L. E.; Richard, R. M.; Rossi, M.; Schade, R.; Scheffler, M.; Schütt, O.; Suryanarayana, P.; Torrent, M.; Truflandier, L.; Windus, T. L.; Xu, Q.; Yu, V. W. -.; Perez, D.: Roadmap on Electronic Structure Codes in the Exascale Era. (2022)
Working Paper
Sbailò, L.; Fekete, Á.; Ghiringhelli, L. M.; Scheffler, M.: The NOMAD Artificial-Intelligence Toolkit: Turning materials-science data into knowledge and understanding. (2022)
Working Paper
Ghiringhelli, L. M.; Baldauf, C.; Bereau, T.; Brockhauser, S.; Carbogno, C.; Chamanara, J.; Cozzini, S.; Curtarolo, S.; Draxl, C.; Dwaraknath, S. et al.; Fekete, Á.; Kermode, J.; Koch, C. T.; Kühbach, M.; Ladines, A. N.; Lambrix, P.; Lenz-Himmer, M.-O.; Levchenko, S. V.; Oliveira, M.; Michalchuk, A.; Miller, R.; Onat, B.; Pavone, P.; Pizzi, G.; Regler, B.; Rignanese, G.-M.; Schaarschmidt, J.; Scheidgen, M.; Schneidewind, A.; Sheveleva, T.; Su, C.; Usvyat, D.; Valsson, O.; Wöll, C.; Scheffler, M.: Shared Metadata for Data-Centric Materials Science. (2022)
Working Paper
Dean, J.; Scheffler, M.; Purcell, T.; Barabash, S. V.; Bhowmik, R.; Bazhirov, T.: Interpretable Machine Learning for Materials Design. (2021)
Working Paper
Boley, M.; Scheffler, M.: Learning Rules for Materials Properties and Functions. (2021)
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