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Showing 10 out of a total of 21 results for collection: Fakultät für Mathematik und Physik.
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Machine-Learning-Based Exploration of Bending Flexoelectricity in Novel 2D Van der Waals Bilayers
Javvaji, Brahmanandam
;
Zhuang, Xiaoying
;
Rabczuk, Timon
;
Mortazavi, Bohayra
(
Weinheim : Wiley-VCH
,
2022
)
Exploration of mechanical, thermal conductivity and electromechanical properties of graphene nanoribbon springs
Javvaji, Brahmanandam
;
Mortazavi, Bohayra
;
Rabczuk, Timon
;
Zhuang, Xiaoying
(
Cambridge : Royal Society of Chemistry
,
2020
)
Nanopore creation in MoS2 and graphene monolayers by nanoparticles impact: a reactive molecular dynamics study
Noori, Hamidreza
;
Mortazavi, Bohayra
;
Keshtkari, Leila
;
Zhuang, Xiaoying
;
Rabczuk, Timon
(
Berlin ; Heidelberg ; New York : Springer
,
2021
)
A Multiscale Investigation on the Thermal Transport in Polydimethylsiloxane Nanocomposites: Graphene vs. Borophene
Di Pierro, Alessandro
;
Mortazavi, Bohayra
;
Noori, Hamidreza
;
Rabczuk, Timon
;
Fina, Alberto
(
Basel : MDPI
,
2021
)
An electro-mechanical dynamic model for flexoelectric energy harvesters
Thai, Tran Quoc
;
Zhuang, Xiaoying
;
Rabczuk, Timon
(
Dordrecht [u.a.] : Springer Science + Business Media B.V
,
2022
)
An efficient optimization approach for designing machine learning models based on genetic algorithm
Hamdia, Khader M.
;
Zhuang, Xiaoying
;
Rabczuk, Timon
(
London : Springer
,
2021
)
First-Principles Multiscale Modeling of Mechanical Properties in Graphene/Borophene Heterostructures Empowered by Machine-Learning Interatomic Potentials
Mortazavi, Bohayra
;
Silani, Mohammad
;
Podryabinkin, Evgeny V.
;
Rabczuk, Timon
;
Zhuang, Xiaoying
;
Shapeev, Alexander V.
(
Weinheim : VCH Verl.-Ges.
,
2021
)
Electronic, Optical, Mechanical and Li-Ion Storage Properties of Novel Benzotrithiophene-Based Graphdiyne Monolayers Explored by First Principles and Machine Learning
Mortazavi, Bohayra
;
Shojaei, Fazel
;
Shahrokhi, Masoud
;
Rabczuk, Timon
;
Shapeev, Alexander V.
;
Zhuang, Xiaoying
(
Basel : MDPI
,
2022
)
Inverse design of topological metaplates for flexural waves with machine learning
He, Liangshu
;
Wen, Zhihui
;
Jin, Yabin
;
Torrent, Daniel
;
Zhuang, Xiaoying
;
Rabczuk, Timon
(
Amsterdam [u.a.] : Elsevier Science
,
2020
)
Topology optimization of microstructures with perturbation analysis and penalty methods
Li, Bin
;
Zhuang, Xiaoying
;
Fu, Xiaolong
;
Rabczuk, Timon
(
Berlin ; Heidelberg ; New York : Springer
,
2023
)
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Author
Rabczuk, Timon (21)
Zhuang, Xiaoying (19)
Mortazavi, Bohayra (8)
Guo, Hongwei (5)
Fu, Xiaolong (3)
Alajlan, Naif (2)
Chen, Pengwan (2)
He, Liangshu (2)
Javvaji, Brahmanandam (2)
Jin, Yabin (2)
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Subject
machine learning (4)
Deep learning (3)
Graphene (3)
Molecular dynamics (3)
Physics-informed (3)
Transfer learning (3)
2D materials (2)
Activation function (2)
Energy harvesting (2)
Machine learning (2)
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Date Issued
2023 (5)
2022 (7)
2021 (5)
2020 (4)
Language (ISO)
eng (21)