עקוב אחר
Michael Anton Kraus
Michael Anton Kraus
Professor for Structural Mechanics and Design, ISMD, TU Darmstadt
כתובת אימייל מאומתת בדומיין ismd.tu-darmstadt.de - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Multi-objective loss balancing for physics-informed deep learning‏
R Bischof, M Kraus‏
arXiv preprint arXiv:2110.09813, 2021‏
1462021
Parameter identification methods for visco-and hyperelastic material models‏
MA Kraus, M Schuster, J Kuntsche, G Siebert, J Schneider‏
Glass Structures & Engineering 2 (2), 147-167, 2017‏
872017
Machine learning techniques for the material parameter identification of laminated glass in the intact and post-fracture state‏
MA Kraus‏
Universität der Bundeswehr, 2019‏
42*2019
Artificial intelligence for structural glass engineering applications—overview, case studies and future potentials‏
MA Kraus, M Drass‏
Glass Structures & Engineering 5 (3), 247-285, 2020‏
412020
Relationship between strain energy and fracture pattern morphology of thermally tempered glass for the prediction of the 2D macro-scale fragmentation of glass‏
N Pourmoghaddam, MA Kraus, J Schneider, G Siebert‏
Glass Structures & Engineering 4 (2), 257-275, 2019‏
382019
Investigations on the thermorheologically complex material behaviour of the laminated safety glass interlayer ethylene-vinyl-acetate‏
M Schuster, M Kraus, J Schneider, G Siebert‏
Glass Structures & Engineering 3 (2), 373-388, 2018‏
292018
Generalized collocation method using Stiffness matrices in the context of the Theory of Linear viscoelasticity (GUSTL)‏
MA Kraus, M Niederwald‏
Technische Mechanik-European Journal of Engineering Mechanics 37 (1), 82-106, 2017‏
272017
Design space exploration and explanation via conditional variational autoencoders in meta-model-based conceptual design of pedestrian bridges‏
V Balmer, SV Kuhn, R Bischof, L Salamanca, W Kaufmann, F Perez-Cruz, ...‏
Automation in Construction 163, 105411, 2024‏
182024
Automated quality control of vacuum insulated glazing by convolutional neural network image classification‏
H Riedel, S Mokdad, I Schulz, C Kocer, PL Rosendahl, J Schneider, ...‏
Automation in Construction 135, 104144, 2022‏
142022
Mixture-of-experts-ensemble meta-learning for physics-informed neural networks‏
R Bischof, MA Kraus‏
Proceedings of 33. Forum Bauinformatik, 317-324, 2022‏
142022
The geometrical properties of random 2D Voronoi tesselations for the prediction of the tempered glass fracture pattern‏
N Pourmoghaddam, MA Kraus, J Schneider, G Siebert‏
ce/papers 2 (5-6), 325-339, 2018‏
142018
Experimental determination of the shear modulus of polymeric interlayers used in laminated glass‏
M Botz, MA Kraus, G Siebert‏
Proceedings of GlassCon Global, Chicago, 31-38, 2018‏
142018
Performance-based generative design for parametric modeling of engineering structures using deep conditional generative models‏
MJJ Bucher, MA Kraus, R Rust, S Tang‏
Automation in Construction 156, 105128, 2023‏
132023
Scientific machine and deep learning investigations of the local buckling behaviour of hollow sections‏
A Müller, A Taras, MA Kraus‏
ce/papers 5 (4), 1034-1042, 2022‏
122022
Physik‐informierte Künstliche Intelligenz zur Berechnung und Bemessung im Stahlbau‏
MA Kraus, A Taras‏
Stahlbau 89 (10), 824-832, 2020‏
122020
Semi-probabilistic calibration of a partial material safety factor for structural silicone adhesives—part I: derivation‏
M Drass, MA Kraus‏
Int. J. Struct. Glass Adv. Mater. Res 4 (1), 56-68, 2020‏
122020
Mixed reality applications for teaching structural design‏
MA Kraus, I Čustović, W Kaufmann‏
Structures Congress 2022, 283-295, 2022‏
112022
Dimensioning of silicone adhesive joints: Eurocode-compliant, mesh-independent approach using the FEM‏
M Drass, MA Kraus‏
Glass Structures & Engineering 5 (3), 349-369, 2020‏
112020
Künstliche Intelligenz–multiskale und cross‐domäne Synergien von Raumfahrt und Bauwesen‏
MA Kraus, M Drass, B Hörsch, J Schneider, W Kaufmann‏
BetonKalender 2022: Nachhaltigkeit, Digitalisierung, Instandhaltung, 607-690, 2022‏
102022
Deep Learning based method for the prediction of the buckling resistance of SHS and RHS‏
A Toffolon, MA Kraus, A Taras‏
ce/papers 4 (2-4), 1076-1084, 2021‏
102021
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מאמרים 1–20