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Auflistung Fakultät für Mathematik und Physik nach Schlagwort "machine learning"
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Mortazavi, Bohayra; Shojaei, Fazel; Shahrokhi, Masoud; Rabczuk, Timon; Shapeev, Alexander V.; Zhuang, Xiaoying
(Basel : MDPI, 2022)
Recently, benzotrithiophene graphdiyne (BTT-GDY), a novel two-dimensional (2D) carbon-based material, was grown via a bottom-up synthesis strategy. Using the BTT-GDY lattice and by replacing the S atoms with N, NH and O, ...
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Mortazavi, Bohayra; Silani, Mohammad; Podryabinkin, Evgeny V.; Rabczuk, Timon; Zhuang, Xiaoying; Shapeev, Alexander V.
(Weinheim : VCH Verl.-Ges., 2021)
Density functional theory calculations are robust tools to explore the mechanical properties of pristine structures at their ground state but become exceedingly expensive for large systems at finite temperatures. Classical ...
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Jin, Yabin; He, Liangshu; Wen, Zhihui; Mortazavi, Bohayra; Guo, Hongwei; Torrent, Daniel; Djafari-Rouhani, Bahram; Rabczuk, Timon; Zhuang, Xiaoying; Li, Yan
(Berlin : de Gruyter, 2022)
With the growing interest in the field of artificial materials, more advanced and sophisticated functionalities are required from phononic crystals and acoustic metamaterials. This implies a high computational effort and ...
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Javvaji, Brahmanandam; Zhuang, Xiaoying; Rabczuk, Timon; Mortazavi, Bohayra
(Weinheim : Wiley-VCH, 2022)
Accurate examination of electricity generation stemming from higher-order deformation (flexoelectricity) in 2D layered materials is a highly challenging task to be investigated with either conventional computational or ...
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Beer, Kerstin
(Hannover : Institutionelles Repositorium der Leibniz Universität Hannover, 2022)
Quantum computing is one of the most exciting research areas of the last decades. At the same time, methods of machine learning have started to dominate science, industry and our everyday life. In this thesis we combine ...
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Rajabpour, Ali; Mortazavi, Bohayra
(Basel : MDPI, 2022)
The thermal expansion coefficient (TEC) of suspended two-dimensional (2D) nanomaterials is usually negative due to their ability for large out-of-plane deflection as the temperature increases. The presence of a substrate ...