[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, 1 Online-Ressource : Illustrationen, Diagramme, 2021

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, 1 Online-Ressource : Illustrationen, Diagramme, 2021

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

[Book, Dissertation / PhD Thesis]
Influence of disc herniation on the mechanical behaviour of the lumbar intervertebral disc, VII, 117. Seiten : Illustrationen, Diagramme, 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

[Contribution to a book, Journal Article]
Structural health monitoring of an adhesively bonded CFRP aircraft fuselage by ultrasonic Lamb Waves
In: Proceedings of the Institution of Mechanical Engineers / G, 234 (13), 2000-2010, 2020
[DOI: 10.1177/0954410020950511]

Weiland, Josef (Corresponding author)
Hesser, Daniel Frank
Xiong, W.
Schiebahn, Alexander
Markert, Bernd
et al.

[Journal Article]
A multivariate statistical approach to analyze the impact of material attributes and process parameters on the quality performance of an auger dosing process
In: Journal of drug delivery science and technology : JDDST, 60, 101950, 2020
[DOI: 10.1016/j.jddst.2020.101950]

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

[Journal Article]
A unified water/ice kinematics approach for phase-field thermo-hydro-mechanical modeling of frost action in porous media
In: Computer methods in applied mechanics and engineering, 372, 113358, 2020
[DOI: 10.1016/j.cma.2020.113358]

Sweidan, Abdel Hassan
Heider, Yousef (Corresponding author)
Markert, Bernd

[Contribution to a book, Journal Article]
Artificial Neural Networks in Motion Analysis : Applications of Unsupervised and Heuristic Feature Selection Techniques
In: Sensors, 20 (16), 4581, 2020
[DOI: 10.3390/s20164581]

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

[Journal Article]
Frequency-related viscoelastic properties of the human incisor periodontal ligament under dynamic compressive loading
In: PLOS ONE, 15 (7), e0235822, 2020
[DOI: 10.1371/journal.pone.0235822]

Wu, Bin
Pu, Panjun
Zhao, Siyu
Izadikhah, Iman
Shi, Haotian
et al.

[Journal Article]
Molecular Dynamics Simulation Study of the Mechanical Properties of Nanocrystalline Body-Centered Cubic Iron
In: Surfaces, 3 (3), 381-391, 2020
[DOI: 10.3390/surfaces3030028]

Herman, Jan
Govednik, Marko
Patil, Sandeep P.
Markert, Bernd

[Journal Article]
Ultrasonic weld strength and weld microstructure characteristics in multi-strand aluminum cables (EN AW-1370) : Effect of process parameters
In: Journal of manufacturing processes, 57, 893-904, 2020
[DOI: 10.1016/j.jmapro.2020.07.054]

Mostafavi, Shimaalsadat (Corresponding author)
Markert, Bernd

[Journal Article]
Deep convolutional neural networks in structural dynamics under consideration of viscoplastic material behaviour
In: Mechanics research communications, 108, 103565, 2020
[DOI: 10.1016/j.mechrescom.2020.103565]

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

[Journal Article]
Molecular Investigation of Mechanical Properties and Fracture Behavior of Graphene Aerogel
In: The journal of physical chemistry / B, 124 (28), 6132-6139, 2020
[DOI: 10.1021/acs.jpcb.0c03977]

Patil, Sandeep P. (Corresponding author)
Shendye, Parag
Markert, Bernd

[Journal Article]
Bioreactor for mobilization of mesenchymal stem/stromal cells into scaffolds under mechanical stimulation: Preliminary results
In: PLOS ONE, 15 (1), e0227553, 2020
[DOI: 10.1371/journal.pone.0227553]

Gamez, Carolina
Schneider-Wald, Barbara
Schuette, Andy
Mack, Michael
Hauk, Luisa
et al.

[Journal Article]
Shakedown analysis of a hollow sphere by interior-point method with non-linear optimization
In: International journal of mechanical sciences, 175, 105515, 2020
[DOI: 10.1016/j.ijmecsci.2020.105515]

Zhang, J.
Oueslati, A.
Shen, W. Q. (Corresponding author)
de Saxcé, Géry
Nguyen, A. D.
et al.

[Journal Article]
A Semi-Automated DEM Parameter Calibration Technique of Powders Based on Different Bulk Responses Extracted from Auger Dosing Experiments
In: KONA, 38, 235-250, 2020
[DOI: 10.14356/kona.2021010]

El Kassem, Bilal
Salloum, Nizar
Brinz, Thomas
Heider, Yousef
Markert, Bernd

[Journal Article]
Upscaling LBM-TPM simulation approach of Darcy and non-Darcy fluid flow in deformable, heterogeneous porous media
In: The international journal of heat and fluid flow, 83, 108566, 2020
[DOI: 10.1016/j.ijheatfluidflow.2020.108566]

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