[Journal Article]
Monitoring and tracking of a suspension railway based on data-driven methods applied to inertial measurements
In: Mechanical systems and signal processing, 164, 108298, 2021
[DOI: 10.1016/j.ymssp.2021.108298]

Hesser, Daniel Frank (Corresponding author)
Altun, Kubilay
Markert, Bernd

[Contribution to a book, Contribution to a conference proceedings]
Molecular Dynamics Investigation on the Effect of MWCNTs on Thermo-Mechanical Properties of Amorphous Cellulose Reinforced with Silicon Carbide Nanotubes
In: World Symposium on Mechanical-Materials Engineering & Science (WMMES 2021) 9th-11th September 2021, Prague, Czech Republic, 012026, 2021
[DOI: 10.1088/1757-899X/1190/1/012026]

Al-Maharma, Ahmad Y. (Corresponding author)
Bamer, Franz
Markert, Bernd

[Journal Article]
Static and dynamic analyses of FGPM cylindrical shells with quadratic thermal gradient distribution
In: Composite structures, 277, 114658, 2021
[DOI: 10.1016/j.compstruct.2021.114658]

Zhang, Shun-Qi (Corresponding author)
Huang, Zhong-Tong
Zhao, Ya-Fei
Ying, Shen-Shun
Ma, Songyun

[Journal Article]
Thermal conductivity of glass fiber-reinforced silica aerogels using molecular dynamics simulations
In: Ceramics international / Ci news, 2021
[DOI: 10.1016/j.ceramint.2021.10.002]

Patil, Sandeep P. (Corresponding author)
Bachhav, Bhagyashri S.
Markert, Bernd

[Journal Article]
Molecular dynamics simulation of interface atomic diffusion in ultrasonic metal welding : Effect of crystal orientation and sliding velocity
In: The international journal of advanced manufacturing technology, 2021
[DOI: 10.1007/s00170-021-07987-3]

Mostafavi, Shimaalsadat (Corresponding author)
Bamer, Franz
Markert, Bernd

[Journal Article]
Data-driven classification of elementary rearrangement events in silica glass
In: Scripta materialia, 205, 114179, 2021
[DOI: 10.1016/j.scriptamat.2021.114179]

Bamer, Franz (Corresponding author)
Alshabab, Somar Shekh
Paul, Arghadwip
Ebrahem, Firaz
Markert, Bernd
et al.

[Journal Article]
A review on phase-field modeling of hydraulic fracturing
In: Engineering fracture mechanics, 253, 107881, 2021
[DOI: 10.1016/j.engfracmech.2021.107881]

Heider, Yousef (Corresponding author)

[Journal Article]
Development of convolutional neural networks for recognition of tenogenic differentiation based on cellular morphology
In: Computer methods and programs in biomedicine, 208, 106279, 2021
[DOI: 10.1016/j.cmpb.2021.106279]

Dursun, Gözde
Tandale, Saurabh Balkrishna
Gulakala, Rutwik
Eschweiler, Jörg
Tohidnezhad, Mersedeh
et al.

[Contribution to a book, Journal Article]
Transition from Discrete to Continuous Media : The Impact of Symmetry Changes on Asymptotic Behavior of Waves
In: Symmetry, 13 (6), 1008, 2021
[DOI: 10.3390/sym13061008]

Andrianov, Igor (Corresponding author)
Koblik, Steve
Starushenko, Galina

[Contribution to a book, Journal Article]
A Comparison of Three Neural Network Approaches for Estimating Joint Angles and Moments from Inertial Measurement Units
In: Sensors, 21 (13), 4535, 2021
[DOI: 10.3390/s21134535]

Mundt, Marion (Corresponding author)
Johnson, William R.
Potthast, Wolfgang
Markert, Bernd
Mian, Ajmal
et al.

[Journal Article]
A non-incremental numerical method for dynamic elastoplastic problems by the symplectic Brezis–Ekeland–Nayroles principle
In: Computer methods in applied mechanics and engineering, 384, 113908, 2021
[DOI: 10.1016/j.cma.2021.113908]

Cao, Xiaodan
Oueslati, Abdelbacet (Corresponding author)
Shirafkan, Nima
Bamer, Franz
Markert, Bernd
et al.

[Contribution to a book, Journal Article]
Designing of an Advanced Compression Bioreactor with an Implementation of a Low-Cost Controlling System Connected to a Mobile Application
In: Processes : open access journal, 9 (6), 915, 2021
[DOI: 10.3390/pr9060915]

Dursun, Gözde
Umer, Muhammad
Markert, Bernd
Stoffel, Marcus (Corresponding author)

[Contribution to a book, Journal Article]
Effect of deposition rate on microstructure and mechanical properties of wire arc additive manufacturing of Ti-6Al-4V components
In: Journal of Central South University = Zhongnan-Daxue-xuebao, 28 (4), 1100-1110, 2021
[DOI: 10.1007/s11771-021-4683-0]

Zhang, Pei-lei (Corresponding author)
Jia, Zhi-yuan
Yan, Hua
Yu, Zhi-shui
Wu, Di
et al.

[Book, Dissertation / PhD Thesis]
Biomechanical investigation of posterior dynamic stabilization systems of the lumbar spine
In: Report. IAM, Institute of General Mechanics 10, 2021
[DOI: 10.18154/RWTH-2021-05091]

Beckmann, Agnes

[Book, Dissertation / PhD Thesis]
Deep learning in the finite element method
In: Report. IAM, Institute of General Mechanics No. IAM-11, 2021
[DOI: 10.18154/RWTH-2021-04990]

Koeppe, Arnd

[Journal Article]
Identification of acoustic emission sources for structural health monitoring applications based on convolutional neural networks and deep transfer learning
In: Neurocomputing : an international journal, 453, 1-12, 2021
[DOI: 10.1016/j.neucom.2021.04.108]

Hesser, Daniel Frank (Corresponding author)
Mostafavi, Shimaalsadat
Kocur, Georg Karl
Markert, Bernd

[Journal Article]
DNN2 : A hyper-parameter reinforcement learning game for self-design of neural network based elasto-plastic constitutive descriptions
In: Computers & structures, 249, 106505, 2021
[DOI: 10.1016/j.compstruc.2021.106505]

Fuchs, Alexander
Heider, Yousef
Wang, Kun
Sun, WaiChing (Corresponding author)
Kaliske, Michael

[Journal Article]
Experimental study and numerical modeling of the thermo-hydro-mechanical processes in soil freezing with different frost penetration directions
In: Acta geotechnica, 25 Seiten, 2021
[DOI: 10.1007/s11440-021-01191-z]

Sweidan, Abdell Hassan
Niggemann, Katharina
Heider, Yousef (Corresponding author)
Ziegler, Martin
Markert, Bernd

[Journal Article]
A Monte Carlo Simulation Approach in Non-linear Structural Dynamics Using Convolutional Neural Networks
In: Frontiers in built environment, 7, 679488, 2021
[DOI: 10.3389/fbuil.2021.679488]

Bamer, Franz (Corresponding author)
Thaler, Denny (Corresponding author)
Stoffel, Marcus
Markert, Bernd

[Journal Article]
An All-Atom Simulation Study of Gas Detonation Forming Technique
In: Metals : open access journal, 11 (4), 611, 2021
[DOI: 10.3390/met11040611]

Kulkarni, Ambarish
Karkaria, Vispi
Nandgaonkar, Milankumar
Patil, Sandeep P. (Corresponding author)
Markert, Bernd

[Journal Article]
Connecting structural defects to tensile failure in a 3D-printed fully-amorphous bulk metallic glass
In: Materials science and engineering / A, 813, 141106, 2021
[DOI: 10.1016/j.msea.2021.141106]

Shi, Jianye
Ma, Songyun (Corresponding author)
Wei, Shuai (Corresponding author)
Best, James P.
Stolpe, Moritz
et al.

[Journal Article]
Effect of phase transformation on mechanical properties of Al16.80Co20.74Cr20.49Fe21.28Ni20.70 high entropy alloy coatings processed by laser cladding
In: Journal of alloys and compounds : JAL, 862, 158563, 2021
[DOI: 10.1016/j.jallcom.2020.158563]

Wei, Xingru
Zhang, Peilei (Corresponding author)
Yu, Zhishui (Corresponding author)
Yan, Hua
Wu, Di
et al.

[Journal Article]
A Newmark space-time formulation in structural dynamics
In: Computational mechanics, 67 (5), 1331-1348, 2021
[DOI: 10.1007/s00466-021-01989-4]

Bamer, Franz
Shirafkan, Nima
Cao, Xiaodan
Oueslati, Abdelbacet
Stoffel, Marcus
et al.

[Journal Article]
Design of a Vertical Loss-in-Weight Feeder Prototype with Experimental Proof of Concept Validationn
In: Pharmaceutical development and technology, 26 (5), 559-575, 2021
[DOI: 10.1080/10837450.2021.1901915]

El Kassem, Bilal
Brinz, Thomas
Jenkouk, Vahid (Corresponding author)
Heider, Yousef
Markert, Bernd

[Journal Article]
An offline multi‐scale unsaturated poromechanics model enabled by self‐designed/self‐improved neural networks
In: International journal for numerical and analytical methods in geomechanics, 45 (9), 1212-1237, 2021
[DOI: 10.1002/nag.3196]

Heider, Yousef (Corresponding author)
Suh, Hyoung Suk
Sun, WaiChing

[Book, Dissertation / PhD Thesis]
Molecular structure-property relationships of network glasses under mechanical loading
In: Report. IAM, Institute of General Mechanics IAM-09, 2021
[DOI: 10.18154/RWTH-2021-02363]

Ebrahem, Firaz

[Journal Article]
Machine‐learning‐enhanced tail end prediction of structural response statistics in earthquake engineering
In: Earthquake engineering & structural dynamics, 1-17, 2021
[DOI: 10.1002/eqe.3432]

Thaler, Denny
Stoffel, Marcus
Markert, Bernd
Bamer, Franz (Corresponding author)

[Dissertation / PhD Thesis]
Machine design for auger dosing of powders by utilizing DEM simulations and multivariate-regression-based experimental analysis
In: Report. IAM, Institute of General Mechanics IAM-08, 2021
[DOI: 10.18154/RWTH-2021-02069]

El Kassem, Bilal

[Journal Article]
Fabrication, microstructure and micromechanical properties of Fe-based metallic glass coating manufactured by laser
In: Surface and coatings technology, 405, 126726, 2020
[DOI: 10.1016/j.surfcoat.2020.126726]

Zhang, Peilei (Corresponding author)
Zhang, Qi
Yan, Hua
Yu, Zhishui (Corresponding author)
Yang, Jin
et al.

[Journal Article]
Enhanced mechanical properties of double-walled carbon nanotubes reinforced silica aerogels : An all-atom simulation study
In: Scripta materialia, 196, 113757, 2021
[DOI: 10.1016/j.scriptamat.2021.113757]

Patil, Sandeep P. (Corresponding author)

[Journal Article]
Shockwave response of graphene aerogels : An all-atom simulation study
In: Computational materials science, 189, 110252, 2021
[DOI: 10.1016/j.commatsci.2020.110252]

Patil, Sandeep P. (Corresponding author)
Kulkarni, Ambarish
Markert, Bernd

[Contribution to a conference proceedings, Journal Article]
A machine learning enhanced structural response prediction strategy due to seismic excitation
In: Proceedings in applied mathematics and mechanics : PAMM, 20 (1), e202000294, 2021
[DOI: 10.1002/pamm.202000294]

Thaler, Denny (Corresponding author)
Bamer, Franz
Markert, Bernd

[Contribution to a conference proceedings, Journal Article]
An artificial intelligence approach to model nonlinear continua by intelligent meta‐elements
In: Proceedings in applied mathematics and mechanics : PAMM, 20 (1), e202000300, 2021
[DOI: 10.1002/pamm.202000300]

Koeppe, Arnd (Corresponding author)
Bamer, Franz
Markert, Bernd

[Contribution to a conference proceedings, Journal Article]
Numerical study of shear bands formation in a 3D‐printed Zr‐based bulk metallic glass under uniaxial loading
In: Proceedings in applied mathematics and mechanics : PAMM, 20 (1), January 2021 e202000107, 2021
[DOI: 10.1002/pamm.202000107]

Shi, Jianye (Corresponding author)
Ma, Songyun
Markert, Bernd

[Contribution to a conference proceedings, Journal Article]
On the Poisson's ratio of an amorphous 2D network material
In: Proceedings in applied mathematics and mechanics : PAMM, 20 (1), e202000318, 2021
[DOI: 10.1002/pamm.202000318]

Stratmann, Jan Caspar (Corresponding author)
Ebrahem, Firaz
Bamer, Franz
Markert, Bernd

[Contribution to a conference proceedings, Journal Article]
A thermomechanical‐phase‐field approach for modeling of residual stresses in fusion welding
In: Proceedings in applied mathematics and mechanics : PAMM, 20 (1), e202000131, 2021
[DOI: 10.1002/pamm.202000131]

Ali, Baharin Rahim Ali (Corresponding author)
Heider, Yousef
Markert, Bernd

[Contribution to a conference proceedings, Journal Article]
Advancements in multi‐phase unsaturated porous media fracture
In: Proceedings in applied mathematics and mechanics : PAMM, 20 (1), e202000223, 2021
[DOI: 10.1002/pamm.202000223]

Heider, Yousef (Corresponding author)
Sun, WaiChing
Markert, Bernd

[Contribution to a conference proceedings, Journal Article]
A Newmark space‐time approach in structural mechanics
In: Proceedings in applied mathematics and mechanics : PAMM, 20 (1), 2021 e202000304, 2021
[DOI: 10.1002/pamm.202000304]

Bamer, Franz (Corresponding author)
Shirafkan, Nima
Cao, Xiaodan
Oueslati, Abdelbacet
Stoffel, Marcus
et al.

[Contribution to a conference proceedings, Journal Article]
The Effect of Functionally‐Graded Voids and GNPs on the Damage Tolerance of Polyurethane Foam Core
In: Proceedings in applied mathematics and mechanics : PAMM, 20 (1), e202000082, 2021
[DOI: 10.1002/pamm.202000082]

Al-Maharma, Ahmad Y. (Corresponding author)
Sendur, Polat
Patil, Sandeep P.
Markert, Bernd

[Contribution to a conference proceedings, Journal Article]
A lattice Boltzmann study on the effect of fluid viscosity contrast on the retention behavior of two‐fluid flow in porous media
In: Proceedings in applied mathematics and mechanics : PAMM, 20 (1), e202000150, 2021
[DOI: 10.1002/pamm.202000150]

Chaaban, Mohamad (Corresponding author)
Heider, Yousef
Markert, Bernd

[Contribution to a conference proceedings, Journal Article]
Thermomechanical phase‐field fracture modeling of fluid‐saturated porous media
In: Proceedings in applied mathematics and mechanics : PAMM, 20 (1), e202000332, 2021
[DOI: 10.1002/pamm.202000332]

Nguyen, Cam-Lai
Sweidan, Abdel Hassan
Heider, Yousef (Corresponding author)
Markert, Bernd

[Journal Article]
Mechanical modeling and simulation of aerogels : A review
In: Ceramics international, 47 (3), 2981-2998, 2020
[DOI: 10.1016/j.ceramint.2020.09.181]

Patil, Sandeep P. (Corresponding author)
Parale, Vinayak G.
Park, Hyung-Ho
Markert, Bernd

[Journal Article]
Obituary
In: Mathematics and mechanics of solids, 26 (1), 3-4, 2020
[DOI: 10.1177/1081286520965750]

Andrianov, Igor
Awrejcewicz, J.
Babitsky, V.
Gendelman, O.
Kaplunov, J.
et al.

[Journal Article]
The Schamel-Ostrovsky equation in nonlinear wave dynamics of cylindrical shells
In: Journal of sound and vibration : JSV, 491, 115752, 2020
[DOI: 10.1016/j.jsv.2020.115752]

Zemlyanukhin, A. I.
Bochkarev, A. V. (Corresponding author)
Andrianov, Igor
Erofeev, V. I.

[Journal Article]
Analysis of the wave propagation paths in numerical reinforced concrete models
In: Journal of sound and vibration, 494, 115861, 2020
[DOI: 10.1016/j.jsv.2020.115861]

Gollob, Stephan
Kocur, Georg Karl (Corresponding author)

[Journal Article]
Automated identification of the coefficient of restitution via bouncing ball measurement
In: Archive of applied mechanics, 91 (1), 47-60, 2021
[DOI: 10.1007/s00419-020-01751-x]

Kocur, Georg K. (Corresponding author)
Harmanci, Y. E.
Chatzi, E.
Steeb, H.
Markert, Bernd

[Journal Article]
A multivariate regression parametric study on DEM input parameters of free-flowing and cohesive powders with experimental data-based validation
In: Computational particle mechanics : CPM, 8 (1), 87–111, 2020
[DOI: 10.1007/s40571-020-00315-8]

El Kassem, Bilal
Salloum, Nizar
Brinz, Thomas
Heider, Yousef (Corresponding author)
Markert, Bernd

[Contribution to a book]
Mechanik 4.0. Künstliche Intelligenz zur Analyse mechanischer Systeme
In: Handbuch Industrie 4.0: Recht, Technik, Gesellschaft / Walter Frenz, Hrsg., 553-567, 2019
[DOI: 10.1007/978-3-662-58474-3_35]

Koeppe, Arnd
Hesser, Daniel Frank
Mundt, Marion
Bamer, Franz
Markert, Bernd (Corresponding author)

[Contribution to a book]
Lebenswissenschaften 4.0 : Sensorik und maschinelles Lernen in der Bewegungsanalyse
In: Handbuch Industrie 4.0 : Recht, Technik, Gesellschaft / Walter Frenz, Hrsg., 1077-1093, 2020
[DOI: 10.1007/978-3-662-58474-3_55]

Mundt, Marion
Koeppe, Arnd
Bamer, Franz
Markert, Bernd (Corresponding author)

[Contribution to a conference proceedings, Journal Article]
Creating Virtual Force Platforms for Cutting Maneuvers from Kinematic Data Based on LSTM Neural Networks
In: ISBS Conference Proceedings Archive, 38 (1), 109, 2020

Fohrmann, Dominik
Mundt, Marion
David, Sina
Koeppe, Arnd
Markert, Bernd
et al.