| A review of the application of machine learning and data mining approaches in continuum materials mechanics FE Bock, RC Aydin, CJ Cyron, N Huber, SR Kalidindi, B Klusemann Frontiers in Materials 6, 110, 2019 | 386 | 2019 |
| DOCK8 deficiency: clinical and immunological phenotype and treatment options-a review of 136 patients SE Aydin, SS Kilic, C Aytekin, A Kumar, O Porras, L Kainulainen, ... Journal of clinical immunology 35, 189-198, 2015 | 314 | 2015 |
| Constitutive artificial neural networks: A fast and general approach to predictive data-driven constitutive modeling by deep learning K Linka, M Hillgärtner, KP Abdolazizi, RC Aydin, M Itskov, CJ Cyron Journal of Computational Physics 429, 110010, 2021 | 191 | 2021 |
| A homogenized constrained mixture (and mechanical analog) model for growth and remodeling of soft tissue CJ Cyron, RC Aydin, JD Humphrey Biomechanics and modeling in mechanobiology 15, 1389-1403, 2016 | 166 | 2016 |
| Homogenized constrained mixture models for anisotropic volumetric growth and remodeling FA Bräu, A Seitz, RC Aydin, CJ Cyron Biomechanics and modeling in mechanobiology 16, 889-906, 2017 | 118 | 2017 |
| Mechanics of the stomach: A review of an emerging field of biomechanics S Brandstaeter, SL Fuchs, RC Aydin, CJ Cyron GAMM‐Mitteilungen 42 (3), e201900001, 2019 | 90 | 2019 |
| Hematopoietic stem cell transplantation as treatment for patients with DOCK8 deficiency SE Aydin, AF Freeman, W Al-Herz, HA Al-Mousa, RK Arnaout, RC Aydin, ... The Journal of Allergy and Clinical Immunology: In Practice 7 (3), 848-855, 2019 | 73 | 2019 |
| Mechanical homeostasis in tissue equivalents: a review JF Eichinger, LJ Haeusel, D Paukner, RC Aydin, JD Humphrey, CJ Cyron Biomechanics and modeling in mechanobiology 20 (3), 833-850, 2021 | 61 | 2021 |
| Anisotropic stiffness and tensional homeostasis induce a natural anisotropy of volumetric growth and remodeling in soft biological tissues FA Braeu, RC Aydin, CJ Cyron Biomechanics and modeling in mechanobiology 18 (2), 327-345, 2019 | 48 | 2019 |
| A computational framework for modeling cell–matrix interactions in soft biological tissues JF Eichinger, MJ Grill, ID Kermani, RC Aydin, WA Wall, JD Humphrey, ... Biomechanics and modeling in mechanobiology 20 (5), 1851-1870, 2021 | 44 | 2021 |
| General multi-fidelity framework for training artificial neural networks with computational models RC Aydin, FA Braeu, CJ Cyron Frontiers in Materials 6, 61, 2019 | 44 | 2019 |
| Experimental characterization of the biaxial mechanical properties of porcine gastric tissue RC Aydin, S Brandstäter, FA Braeu, M Steigenberger, RP Marcus, ... Journal of the mechanical behavior of biomedical materials 74, 499-506, 2017 | 44 | 2017 |
| Predicting the inhibition efficiencies of magnesium dissolution modulators using sparse machine learning models EJ Schiessler, T Würger, SV Lamaka, RH Meißner, CJ Cyron, ... npj computational materials 7 (1), 193, 2021 | 29 | 2021 |
| Computational model of gastric motility with active‐strain electromechanics S Brandstaeter, A Gizzi, SL Fuchs, AM Gebauer, RC Aydin, CJ Cyron ZAMM‐Journal of Applied Mathematics and Mechanics/Zeitschrift für Angewandte …, 2018 | 29 | 2018 |
| Computer-controlled biaxial bioreactor for investigating cell-mediated homeostasis in tissue equivalents JF Eichinger, D Paukner, JM Szafron, RC Aydin, JD Humphrey, CJ Cyron Journal of biomechanical engineering 142 (7), 071011, 2020 | 27 | 2020 |
| Accelerating the distance-minimizing method for data-driven elasticity with adaptive hyperparameters LTK Nguyen, RC Aydin, CJ Cyron Computational Mechanics 70 (3), 621-638, 2022 | 26 | 2022 |
| The accuracy of laser flash analysis explored by finite element method and numerical fitting A Philipp, JF Eichinger, RC Aydin, A Georgiadis, CJ Cyron, M Retsch Heat and mass transfer 56, 811-823, 2020 | 24 | 2020 |
| Mechanobiological free energy: a variational approach to tensional homeostasis in tissue equivalents CJ Cyron, RC Aydin ZAMM‐Journal of Applied Mathematics and Mechanics/Zeitschrift für Angewandte …, 2017 | 23 | 2017 |
| Machine learning-augmented and microspectroscopy-informed multiparametric MRI for the non-invasive prediction of articular cartilage composition K Linka, J Thüring, L Rieppo, RC Aydin, CJ Cyron, C Kuhl, D Merhof, ... Osteoarthritis and cartilage 29 (4), 592-602, 2021 | 19 | 2021 |
| Global sensitivity analysis of a homogenized constrained mixture model of arterial growth and remodeling S Brandstaeter, SL Fuchs, J Biehler, RC Aydin, WA Wall, CJ Cyron Journal of elasticity 145 (1), 191-221, 2021 | 17 | 2021 |
