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Konstantinos Karapiperis
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Data-driven multiscale modeling in mechanics
K Karapiperis, L Stainier, M Ortiz, JE Andrade
Journal of the Mechanics and Physics of Solids 147, 104239, 2021
1282021
Generalized failure envelope for caisson foundations in cohesive soil: Static and dynamic loading
N Gerolymos, A Zafeirakos, K Karapiperis
Soil Dynamics and Earthquake Engineering 78, 154-174, 2015
592015
Combined loading of caisson foundations in cohesive soil: Finite element versus Winkler modeling
K Karapiperis, N Gerolymos
Computers and Geotechnics 56, 100-120, 2014
532014
Investigating the incremental behavior of granular materials with the level-set discrete element method
K Karapiperis, J Harmon, E Andō, G Viggiani, JE Andrade
Journal of the Mechanics and Physics of Solids 144, 104103, 2020
382020
Unifying the design space and optimizing linear and nonlinear truss metamaterials by generative modeling
L Zheng, K Karapiperis, S Kumar, DM Kochmann
Nature Communications 14 (1), 7563, 2023
302023
Modeling connected granular media: Particle bonding within the level set discrete element method
JM Harmon, K Karapiperis, L Li, S Moreland, JE Andrade
Computer Methods in Applied Mechanics and Engineering 373, 113486, 2021
272021
Data-driven nonlocal mechanics: Discovering the internal length scales of materials
K Karapiperis, M Ortiz, JE Andrade
Computer Methods in Applied Mechanics and Engineering 386, 114039, 2021
242021
Fokker–Planck linearization for non-Gaussian stochastic elastoplastic finite elements
K Karapiperis, K Sett, ML Kavvas, B Jeremić
Computer Methods in Applied Mechanics and Engineering 307, 451-469, 2016
222016
Reduced gravity effects on the strength of granular matter: DEM simulations versus experiments
K Karapiperis, JP Marshall, JE Andrade
Journal of Geotechnical and Geoenvironmental Engineering 146 (5), 06020005, 2020
172020
Prediction and control of fracture paths in disordered architected materials using graph neural networks
K Karapiperis, DM Kochmann
Communications Engineering 2 (1), 32, 2023
142023
Nonlocality in granular complex networks: Linking topology, kinematics and forces
K Karapiperis, JE Andrade
Extreme Mechanics Letters 42, 101041, 2021
142021
What is shape? Characterizing particle morphology with genetic algorithms and deep generative models
RB Macedo, S Monfared, K Karapiperis, JE Andrade
Granular Matter 25 (1), 2, 2023
112023
Stress transmission in entangled granular structures
K Karapiperis, S Monfared, RB Macedo, S Richardson, JE Andrade
Granular Matter 24 (3), 91, 2022
102022
Mechanical behaviour of granular media in flexible boundary plane strain conditions: experiment and level-set discrete element modelling
D Bhattacharya, R Kawamoto, K Karapiperis, JE Andrade, A Prashant
Acta Geotechnica 16, 113-132, 2021
92021
Failure of topologically interlocked structures—a Level-Set-DEM approach
S Feldfogel, K Karapiperis, J Andrade, DS Kammer
European Journal of Mechanics-A/Solids 103, 105156, 2024
82024
Scaling, saturation, and upper bounds in the failure of topologically interlocked structures
S Feldfogel, K Karapiperis, J Andrade, DS Kammer
International Journal of Solids and Structures 269, 112228, 2023
82023
Emerging contact force heterogeneity in ordered soft granular media
L Li, K Karapiperis, JE Andrade
Mechanics of Materials 162, 104055, 2021
62021
Adaptive goal-oriented data sampling in Data-Driven Computational Mechanics
A Gorgogianni, K Karapiperis, L Stainier, M Ortiz, JE Andrade
Computer Methods in Applied Mechanics and Engineering 409, 115949, 2023
52023
Data-driven breakage mechanics: Predicting the evolution of particle-size distribution in granular media
J Ulloa, A Gorgogianni, K Karapiperis, M Ortiz, JE Andrade
Journal of the Mechanics and Physics of Solids 178, 105328, 2023
42023
A discretization-convergent Level-Set-DEM
S Feldfogel, K Karapiperis, J Andrade, DS Kammer
arXiv preprint arXiv:2209.15431, 2022
32022
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Articles 1–20