[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, ?, 2021

XiaodanCao
Oueslati, Abdelbacet
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.

[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, 1-33, 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, 1-26, 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 / Frenz, Walter (Editor) ; Berlin, Heidelberg : Springer Berlin Heidelberg, 2020, ; ISBN: 978-3-662-58473-6 ; doi:10.1007/978-3-662-58474-3, 553-567, 2020

Koeppe, Arnd
Hesser, Daniel Frank
Mundt, Marion
Bamer, Franz
Markert, Bernd

[Contribution to a book]
Lebenswissenschaften 4.0 – Sensorik und maschinelles Lernen in der Bewegungsanalyse, 2020

Mundt, Marion
Koeppe, Arnd
Bamer, Franz
Markert, Bernd

[Book, Proceedings]
CREATING VIRTUAL FORCE PLATFORMS FOR CUTTING MANEUVERS FROM KINEMATIC DATA BASED ON LSTM NEURAL NETWORKS
In: 38, 2020

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

[Book, Proceedings]
FEATURE SELECTION FOR THE APPLICATION OF ARTIFICIAL NEURAL NETWORKS IN MOTION ANALYSIS
In: 38, 2020

Mundt, Marion
Koeppe, Arnd
Bamer, Franz
Potthast, Wolfgang
Markert, Bernd

[Proceedings]
IMU-BASED ACTIVITY RECOGNITION OF THE BASKETBALL JUMP SHOT, 2020

Eggert, Björn
Mundt, Marion
Markert, Bernd

[Contribution to a book]
Large strain viscoelastic swelling of charged hydrated porous media, 2020

Ehlers, W.
Markert, Bernd
Acartürk, A.

[Contribution to a conference proceedings, Journal Article]
Recognition of tenogenic differentiation using convolutional neural network
In: Current directions in biomedical engineering, 6 (3), 200-204, 2020
[DOI: 10.1515/cdbme-2020-3051]

Dursun, Gözde (Corresponding author)
Balkrishna Tandale, Saurabh
Eschweiler, Jörg
Tohidnezhad, Mersedeh
Markert, Bernd
et al.

[Conference Presentation]
ON SPACE-TIME FORMULATIONS IN STRUCTURAL MECHANICS USING THE PROPER GENERALIZED DECOMPOSITION
In: XI International Conference on Structural Dynamics Athens 2020-11-23 - 2020-11-26, 2020
[DOI: 10.47964/1120.9011.19813]

Bamer, Franz
Shirafkan, Nima
Oueslati, Abdelbacet
Stoffel, Marcus
De Saxcé, Géry
et al.

[Contribution to a book, Journal Article]
Impact of Uniaxial Stretching on Both Gliding and Traction Areas of Tendon Explants in a Novel Bioreactor
In: International journal of molecular sciences, 21 (8), 2925, 2020
[DOI: 10.3390/ijms21082925]

Tohidnezhad, Mersedeh (Corresponding author)
Zander, Johanna
Slowik, Alexander
Kubo, Yusuke
Dursun, Gözde
et al.

[Book, Dissertation / PhD Thesis]
Influence of disc herniation on the mechanical behaviour of the lumbar intervertebral disc
In: Report. IAM, Institute of General Mechanics IAM-05, 2020

Azarnoosh, Marzieh

[Journal Article]
Effects of porosity on the mechanical properties of additively manufactured components: a critical review
In: Materials Research Express, 7 (12), 122001, 2020
[DOI: 10.1088/2053-1591/abcc5d]

Al-Maharma, Ahmad Y.
Patil, Sandeep P.
Markert, Bernd

[Contribution to a book, Journal Article]
Steady Solitary and Periodic Waves in a Nonlinear Nonintegrable Lattice
In: Symmetry, 12 (10), 1608, 2020
[DOI: 10.3390/sym12101608]

Andrianov, Igor
Zemlyanukhin, Aleksandr
Bochkarev, Andrey (Corresponding author)
Erofeev, Vladimir

[Contribution to a book, Journal Article]
Buckling of Corrugated Ring under Uniform External Pressure
In: Symmetry, 12 (8), 1250, 2020
[DOI: 10.3390/sym12081250]

Andrianov, Igor I. (Corresponding author)
Andrianov, Igor
Diskovsky, Alexander A.
Ryzhkov, Eduard V.

[Journal Article]
Prediction of ground reaction force and joint moments based on optical motion capture data during gait
In: Medical engineering & physics, 86, 29-34, 2020
[DOI: 10.1016/j.medengphy.2020.10.001]

Mundt, Marion (Corresponding author)
Koeppe, Arnd
David, Sina
Bamer, Franz
Potthast, Wolfgang
et al.

[Journal Article]
Origin of reversible and irreversible atomic-scale rearrangements in a model two-dimensional network glass
In: Physical review / E, 102 (3), 033006, 2020
[DOI: 10.1103/PhysRevE.102.033006]

Ebrahem, Firaz (Corresponding author)
Bamer, Franz
Markert, Bernd