| 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 | 118 | 2021 |
| 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 | 54 | 2015 |
| Combined loading of caisson foundations in cohesive soil: Finite element versus Winkler modeling K Karapiperis, N Gerolymos Computers and Geotechnics 56, 100-120, 2014 | 49 | 2014 |
| Investigating the incremental behavior of granular materials with the level-set discrete element method K Karapiperis, J Harmon, E Andò, G Viggiani, JE Andrade Journal of the Mechanics and Physics of Solids 144, 104103, 2020 | 35 | 2020 |
| 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 | 25 | 2021 |
| 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 | 24 | 2021 |
| 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 | 22 | 2016 |
| 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 | 18 | 2023 |
| 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 | 17 | 2020 |
| Nonlocality in granular complex networks: Linking topology, kinematics and forces K Karapiperis, JE Andrade Extreme Mechanics Letters 42, 101041, 2021 | 14 | 2021 |
| Prediction and control of fracture paths in disordered architected materials using graph neural networks K Karapiperis, DM Kochmann Communications Engineering 2 (1), 32, 2023 | 13 | 2023 |
| 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 | 8 | 2024 |
| 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 | 8 | 2023 |
| Stress transmission in entangled granular structures K Karapiperis, S Monfared, RB Macedo, S Richardson, JE Andrade Granular Matter 24 (3), 91, 2022 | 8 | 2022 |
| 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 | 7 | 2023 |
| 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 | 7 | 2021 |
| Emerging contact force heterogeneity in ordered soft granular media L Li, K Karapiperis, JE Andrade Mechanics of Materials 162, 104055, 2021 | 6 | 2021 |
| 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 | 5 | 2023 |
| 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 | 3 | 2023 |
| A discretization-convergent Level-Set-DEM S Feldfogel, K Karapiperis, J Andrade, DS Kammer arXiv preprint arXiv:2209.15431, 2022 | 3 | 2022 |
Jose E. AndradeProfessor of Civil and Mechanical Engineering, California Institute of TechnologyVerified email at caltech.edu
