Publikationen
2025
journal articleOn efficient simulation of self-assembling diblock copolymers using a peridynamic-enhanced Fourier spectral methodMossaiby, Farshid,Häfner, Gregor,Shojaei, Arman,Hermann, Alexander,Cyron, Christian,Müller, Marcus,Silling, Stewart (2025)
In: Computer Methods in Applied Mechanics and Engineering, Vol. 439, 117878, Elsevier, Amsterdam.- journal articleTiAlNb alloy interatomic potentials: comparing passive and active machine learning techniques with MTP and DeepMDChandran, Anju,Santhosh, Archa,Pistidda, Claudio,Jerabek, Paul,Aydin, Roland C.,Cyron, Christian J. (2025)
In: Frontiers in Materials, Vol. 12, 1591955, Frontiers Media, Lausanne. - journal articleConstitutive scientific generative agent (CSGA): leveraging large language models for automated constitutive model discoveryTacke, Marius,Busch, Matthias,Bali, Kartik,Abdolazizi, Kian,Linka, Kevin,Cyron, Christian,Aydin, Roland (2025)
In: Machine Learning for Computational Science and Engineering, Vol. 1, 23, Springer International Publishing, Cham. - journal articleMachine learning pipeline for Structure-Property modeling in Mg-alloys using microstructure and texture descriptorsGuru, Mahish K.,Bohlen, Jan,Aydin, Roland C.,Ben Khalifa, Noomane (2025)
In: Acta Materialia, Vol. 295, 121132, Elsevier, Amsterdam.
Zur Publikation beim Verlag 2024
- journal articleOn the construction of an efficient finite-element solver for phase-field simulations of many-particle solid-state-sintering processesMunch, P.,Ivannikov, V.,Cyron, C.,Kronbichler, M. (2024)
In: Computational Materials Science, Elsevier, Amsterdam. - journal articleStudying the effects of Nb on high-temperature deformation in TiAl alloys using atomistic simulationsChandran, A.,Ganesan, H.,Cyron, C.J. (2024)
In: Materials & Design, Vol. 237, 112569, Elsevier, Oxford. - journal articleRole of slice thickness quantification in the 3D reconstruction of FIB tomography data of nanoporous materialsSardhara, T.,Shkurmanov, A.,Li, Y.,Shi, S.,Cyron, C.J.,Aydin, R.C.,Ritter, M. (2024)
In: Ultramicroscopy, Vol. 256, 113878, Elsevier, Amsterdam. - journal articleGene regulatory network analysis identifies MYL1, MDH2, GLS, and TRIM28 as the principal proteins in the response of mesenchymal stem cells to Mg2+ ionsNourisa, J.,Passemiers, A.,Shakeri, F.,Omidi, M.,Helmholz, H.,Raimondi, D.,Moreau, Y.,Tomforde, S.,Schlüter, H.,Luthringer-Feyerabend, B.,Cyron, C.J.,Aydin, R.C.,Willumeit-Römer, R.,Zeller-Plumhoff, B. (2024)
In: Computational and Structural Biotechnology Journal, Vol. 23, 1773-1785, Elsevier, Amsterdam. - journal articleModeling of time-dependent mechanical behavior of oleic acid nanocomposites using nanoindentationKolli, V.,Scheider, I.,Ovri, H.,Giuntini, D.,Cyron, C. (2024)
In: Materials Today : Communications, Vol. 39, 108892, Elsevier, Amsterdam. - journal articleCrystal plasticity finite element simulations on extruded Mg-10Gd rod with texture gradientLee, J.,Steglich, D.,Jeong, Y. (2024)
In: Journal of Magnesium and Alloys, Vol. 12, 8, 3409-3430, Elsevier, Amsterdam. - journal articleComparative analysis of ternary TiAlNb interatomic potentials: moment tensor vs. deep learning approachesChandran, A.,Santhosh, A.,Pistidda, C.,Jerabek, P.,Aydin, R.C.,Cyron, C.J. (2024)
In: Frontiers in Materials, Vol. 11, 1466793, Frontiers Media, Lausanne. - journal articleNonlocal Nernst-Planck-Poisson System for Modeling Electrochemical Corrosion in Biodegradable Magnesium ImplantsHermann, A.,Shojaei, A.,Höche, D.,Jafarzadeh, S.,Bobaru, F.,Cyron, C.J. (2024)
In: Journal of Peridynamics and Nonlocal Modeling, Vol. 7, 1-32, Springer International Publishing, Cham. - journal articleAsymptotically accurate and locking-free finite element implementation of first order shear deformation theory for platesLe, K.C.,Bui, H.G. (2024)
In: Computers & Structures, Vol. 298, 107387, Elsevier, Amsterdam. - journal articleStress-strain curve estimation from micropillar compression with transverse contraction effectCornec, A.,Lilleodden, E. (2024)
In: Materials Today : Communications, Vol. 41, 110396, Elsevier, Amsterdam. - journal articleEnhancing 3D Reconstruction Accuracy of FIB Tomography Data Using Multi-voltage Images and Multimodal Machine LearningSardhara, Trushal,Shkurmanov, Alexander,Li, Yong,Riedel, Lukas,Shi, Shan,Cyron, Christian J.,Aydin, Roland C.,Ritter, Martin (2024)
In: Nanomanufacturing and Metrology, Vol. 7, 1, 4, Springer, Singapur.
2023
- journal articleMulti-adaptive coupling of finite element meshes with peridynamic grids: robust implementation and potential applicationsMossaiby, F.,Sheikhbahaei, P.,Shojaei, A. (2023)
In: Engineering with Computers, Vol. 39, 2807-2828, Springer, London. - journal articleLethe-DEM: an open-source parallel discrete element solver with load balancingGolshan, S.,Munch, P.,Gassmöller, R.,Kronbichler, M.,Blais, B. (2023)
In: Computational Particle Mechanics, Vol. 10, 1, 77-96, Springer, Dordrecht. - journal articleEnhancing data locality of the conjugate gradient method for high-order matrix-free finite-element implementationsKronbichler, M.,Sashko, D.,Munch, P. (2023)
In: The International Journal of High Performance Computing Applications, Vol. 37, 2, 61-81, Sage Science Press, Thousand Oaks. - journal articlePeridynamic elastic waves in two-dimensional unbounded domains: Construction of nonlocal Dirichlet-type absorbing boundary conditionsShojaei, A.,Hermann, A.,Seleson, P.,Silling, S.,Rabczuk, T.,Cyron, C. (2023)
In: Computer Methods in Applied Mechanics and Engineering, Vol. 407, 115948, Elsevier, Amsterdam. - journal articleEfficient distributed matrix-free multigrid methods on locally refined meshes for FEM computationsMunch, P.,Heister, T.,Prieto Saavedra, L.,Kronbichler, M. (2023)
In: ACM Transactions on Parallel Computing, Vol. 10, 1, 3, Association for Computing Machinery, New York, NY. - journal articleAn efficient peridynamic framework based on the arc-length method for fracture modeling of brittle and quasi-brittle problems with snapping instabilitiesSheikhbahaei, P.,Mossaiby, F.,Shojaei, A. (2023)
In: Computers & Mathematics with Applications, Vol. 136, 165-190, Elsevier, Amsterdam. - journal articleUtilizing computational modelling to bridge the gap between in vivo and in vitro degradation rates for Mg-xGd implantsAlbaraghtheh, T.,Hermann, A.,Shojaei, A.,Willumeit-Römer, R.,Cyron, C.J.,Zeller-Plumhoff, B. (2023)
In: Corrosion and Materials Degradation, Vol. 4, 2, 274-283, MDPI, Basel. - journal articleDirichlet-type absorbing boundary conditions for peridynamic scalar waves in two-dimensional viscous mediaHermann, A.,Shojaei, A.,Seleson, P.,Cyron, C.J.,Silling, S.A. (2023)
In: International Journal for Numerical Methods in Engineering, Vol. 124, 16, 3524-3553, Wiley. - journal articleStrength and Ductility Loss of Magnesium-Gadolinium due to Corrosion in Physiological Environment: Experiments and ModelingSteglich, D.,Besson, J.,Reinke, I.,Helmholz, H.,Luczak, M.,Garamus, V.M.,Wiese, B.,Höche, D.,Cyron, C.J.,Willumeit-Römer, R. (2023)
In: Journal of the Mechanical Behavior of Biomedical Materials, Vol. 144, 105939, Elsevier, Amsterdam. - journal articleMulti-adaptive spatial discretization of bond-based peridynamicsOngaro, G.,Shojaei, A.,Mossaiby, F.,Hermann, A.,Cyron, C.J.,Trovalusci, P. (2023)
In: International Journal of Fracture, Vol. 244, 1-24, Springer, Dordrecht. - journal articleStage-parallel fully implicit Runge-Kutta implementations with optimal multilevel preconditioners at the scaling limitMunch, P.,Dravins, I.,Kronbichler, M.,Neytcheva, M. (2023)
In: SIAM Journal on Scientific Computing, S71-S96, Society for Industrial and Applied Mathematics, Philadelphia. - journal articleSearching the Chemical Space for Effective Magnesium Dissolution Modulators: A Deep Learning Approach using Sparse FeaturesSchiessler, E.J.,Würger, T.,Vaghefinazari, B.,Lamaka, S.V.,Meißner, R.H.,Cyron, C.J.,Zheludkevich, M.L.,Feiler, C.,Aydin, R.C. (2023)
In: npj Materials Degradation, Vol. 7, 74, Springer Nature, London. - journal articleAnalyzing cyclic loading behavior of concrete structures: A peridynamic approach with softening models and validationSheikhbahaei, P.,Mossaiby, F.,Shojaei, A. (2023)
In: Theoretical and Applied Fracture Mechanics, Vol. 128, 104165, Elsevier, Amsterdam. - journal articleThe deal.II Library, Version 9.5Arndt, D.,Bangerth, W.,Bergbauer, M.,Feder, M.,Fehling, M.,Heinz, J.,Heister, T.,Heltai, L.,Kronbichler, M.,Maier, M.,Munch, P.,Pelteret, J.P.,Turcksin, B.,Wells, D.,Zampini, S. (2023)
In: Journal of Numerical Mathematics, Vol. 31, 3, 231, de Gruyter, Berlin. - journal articleWhat are the key mechanical mechanisms governing integrin mediated cell migration in three dimensional fiber networks?Paukner, D.,Eichinger, J.,Cyron, C.J. (2023)
In: Biomechanics and Modeling in Mechanobiology, Vol. 22, 1177-1192, Springer, Berlin, Heidelberg. - journal articleA homogenized constrained mixture model of cardiac growth and remodeling: analyzing mechanobiological stability and reversalGebauer, A.M.,Pfaller, M.R.,Braeu, F.A.,Cyron, C.J.,Wall, W.A. (2023)
In: Biomechanics and Modeling in Mechanobiology, Vol. 22, 1983-2002, Springer, Berlin, Heidelberg. - journal articleSimulated annealing framework for generating representative volume elements of materials with complex ligamentous microstructuresDavoodi Kermani, I.,Dyckhoff, L.,Aydin, R.C.,Huber, N.,Cyron, C.J. (2023)
In: Computational Materials Science, Vol. 228, 112302, Elsevier, Amsterdam.
2022
- journal articleA Stress Tensor-based Failure Criterion for Ordinary State-based Peridynamic ModelsDipasquale, D.,Sarego, G.,Prapamonthon, P.,Yooyen, S.,Shojaei, A. (2022)
In: Journal of Applied and Computational Mechanics, Vol. 8, 2, 617-628, Shahid Chamran University of Ahvaz, Ahvaz. - journal articleNumerical evidence of anomalous energy dissipation in incompressible Euler flows: towards grid-converged results for the inviscid Taylor-Green problemFehn, N.,Kronbichler, M.,Munch, P.,Wall, W. (2022)
In: Journal of Fluid Mechanics, Vol. 932, A40, Cambridge University Press, Cambridge. - journal articleA hybrid meshfree discretization to improve the numerical performance of peridynamic modelsShojaei, A.,Hermann, A.,Cyron, C.,Seleson, P.,Silling, S. (2022)
In: Computer Methods in Applied Mechanics and Engineering, Vol. 391, 114544, Elsevier, Amsterdam. - journal articleCombining peridynamic and finite element simulations to capture the corrosion of degradable bone implants and to predict their residual strengthHermann, A.,Shojaei, A.,Steglich, D.,Höche, D.,Zeller-Plumhof, B.,Cyron, C. (2022)
In: International Journal of Mechanical Sciences, Vol. 220, 107143, Elsevier, Amsterdam. - journal articleTraining Deep Neural Networks to Reconstruct Nanoporous Structures From FIB Tomography Images Using Synthetic Training DataSardhara, T.,Aydin, R.C.,Li, Y.,Piché, N.,Gauvin, R.,Cyron, C.J.,Ritter, M. (2022)
In: Frontiers in Materials, Vol. 9, 837006, Frontiers Media, Lausanne. - journal articleThe deal.II Library, Version 9.4Arndt, D.,Bangerth, W.,Feder, M.,Fehling, M.,Gassmöller, R.,Heister, T.,Heltai, L.,Kronbichler, M.,Maier, M.,Munch, P.,Pelteret, J.-P.,Sticko, S.,Turcksin, B.,Wells, D. (2022)
In: Journal of Numerical Mathematics, Vol. 30, 3, 231-246, de Gruyter, Berlin. - journal articleA versatile SPH modeling framework for coupled microfluid-powder dynamics in additive manufacturing: binder jetting, material jetting, directed energy deposition and powder bed fusionFuchs, S.L.,Praegla, P.M.,Cyron, C.J.,Wall, W.A.,Meier, C. (2022)
In: Engineering with Computers, Vol. 38, 6, 4853-4877, Springer, London. - journal articlePredicting and understanding arterial elasticity from key microstructural features by bidirectional deep learningLinka, K.,Cavinato, C.,Humphrey, J.D.,Cyron, C.J. (2022)
In: Acta Biomaterialia, Vol. 147, 63-72, Elsevier, Amsterdam.
Zur Publikation2021
- journal articleQuantifying the High-Temperature Separation Behavior of Lamellar Interfaces in γ-Titanium Aluminide Under Tensile Loading by Molecular DynamicsGanesan, H.,Scheider, I.,Cyron, C. (2021)
In: Frontiers in Materials, Vol. 7, 602567, Frontiers Media, Lausanne. - journal articleCrystal Plasticity Modeling of Creep in Alloys with Lamellar Microstructures at the Example of Fully Lamellar TiAlSchnabel, J.,Scheider, I. (2021)
In: Frontiers in Materials, Vol. 7, 581187, Frontiers Media, Lausanne. - journal articleMechanical homeostasis in tissue equivalents: a reviewEichinger, J.,Haeusel, L.,Paukner, D.,Aydin, R.,Humphrey, J.,Cyron, C. (2021)
In: Biomechanics and Modeling in Mechanobiology, Vol. 20, 3, 833-850, Springer, Heidelberg. - journal articleDeformation Behavior of Cross-Linked Supercrystalline Nanocomposites: An in Situ SAXS/WAXS Study during Uniaxial CompressionGiuntini, D.,Davydok, A.,Blankenburg, M.,Domènech, B.,Bor, B.,Li, M.,Scheider, I.,Krywka, C.,Müller, M.,Schneider, G. (2021)
In: Nano Letters, Vol. 21, 7, 2891-2897, ACS, Washington, DC. - journal articleEvaluating the morphology of the degradation layer of pure magnesium via 3D imaging at resolutions below 40 nmZeller-Plumhoff, B.,Laipple, D.,Slominska, H.,Iskhakova, K.,Longo, E.,Hermann, A.,Flenner, S.,Greving, I.,Storm, M.,Willumeit-Römer, R. (2021)
In: Bioactive Materials, Vol. 6, 12, 4368-4376, KeAi Communications, Bejing. - journal articleMachine learning-augmented and microspectroscopy-informed multiparametric MRI for the non-invasive prediction of articular cartilage compositionLinka, K.,Thüring, J.,Rieppo, L.,Aydin, R.,Cyron, C.,Kuhl, C.,Merhof, D.,Truhn, D.,Nebelung, S. (2021)
In: Osteoarthritis and Cartilage, Vol. 29, 4, 592-602, Elsevier, Amsterdam. - journal articleGlobal Sensitivity Analysis of a Homogenized Constrained Mixture Model of Arterial Growth and RemodelingBrandstaeter, S.,Fuchs, S.,Biehler, J.,Aydin, R.,Wall, W.,Cyron, C. (2021)
In: Journal of Elasticity, Vol. 145, 1-2, 191-221, Springer, Dordrecht. - journal articleA computational framework for modeling cell–matrix interactions in soft biological tissuesEichinger, J.F.,Grill, M.J.,Kermani, I.D.,Aydin, R.C.,Wall, W.A.,Humphrey, J.D.,Cyron, C.J. (2021)
In: Biomechanics and Modeling in Mechanobiology, Vol. 20, 1851-1870, Springer, Berlin. - journal articleA novel smoothed particle hydrodynamics and finite element coupling scheme for fluid–structure interaction: The sliding boundary particle approachFuchs, S.,Meier, C.,Wall, W.,Cyron, C. (2021)
In: Computer Methods in Applied Mechanics and Engineering, Vol. 383, 113922, Elsevier, Amsterdam. - journal articleAn SPH framework for fluid–solid and contact interaction problems including thermo-mechanical coupling and reversible phase transitionsFuchs, S.,Meier, C.,Wall, W.,Cyron, C. (2021)
In: Advanced Modeling and Simulation in Engineering Sciences, Vol. 8, 1, 15, Springer Open, Berlin. - journal articlehyper.deal: An Efficient, Matrix-free Finite-element Library for High-dimensional Partial Differential EquationsMunch, P.,Kormann, K.,Kronbichler, M. (2021)
In: ACM Transactions on Mathematical Software, Vol. 47, 4, 33, ACM, New York, NY. - journal articleThe deal.II library, Version 9.3Arndt, D.,Bangerth, W.,Blais, B.,Fehling, M.,Gassmöller, R.,Heister, T.,Heltai, L.,Kronbichler, M.,Köcher, U.,Maier, M.,Munch, P.,Pelteret, J.,Proell, S.,Simon, K.,Turcksin, B.,Wells, D.,Zhang, J. (2021)
In: Journal of Numerical Mathematics, Vol. 29, 3, 171-186, de Gruyter, Berlin. - journal articlePrediction of deformation and failure anisotropy for thin magnesium sheets under mixed-mode loadingSteglich, D.,Besson, J. (2021)
In: Mechanics of Materials, Vol. 163, 104064, Elsevier, Amsterdam. - journal articleConstitutive and fracture behavior of ultra-strong supercrystalline nanocompositesBor, B.,Giuntini, D.,Domènech, B.,Plunkett, A.,Kampferbeck, M.,Vossmeyer, T.,Weller, H.,Scheider, I.,Schneider, G. (2021)
In: Applied Physics Reviews, Vol. 8, 3, 031414, AIP, New York. - journal articleUnraveling the Local Relation Between Tissue Composition and Human Brain Mechanics Through Machine LearningLinka, K.,Reiter, N.,Würges, J.,Schicht, M.,Bräuer, L.,Cyron, C.,Paulsen, F.,Budday, S. (2021)
In: Frontiers in Bioengineering and Biotechnology, Vol. 9, 704738, Frontiers Media, Lausanne. - journal articlePredictive constitutive modelling of arteries by deep learningHolzapfel, G.,Linka, K.,Sherifova, S.,Cyron, C. (2021)
In: Journal of the Royal Society Interface, Vol. 18, 182, 20210411, The Royal Society, London. - journal articleConcentration-Specific Constitutive Modeling of Gelatin Based on Artificial Neural NetworksAbdolazizi, K.,Linka, K.,Sprenger, J.,Neidhardt, M.,Schlaefer, A.,Cyron, C. (2021)
In: PAMM: Proceedings in Applied Mathematics and Mechanics, Vol. 20, 1, e202000284, Wiley, Weinheim. - journal articleWhat do cells regulate in soft tissues on short time scales?Eichinger, J.F.,Paukner, D.,Aydin, R.C.,Wall, W.A.,Humphrey, J.D.,Cyron, C.J. (2021)
In: Acta Biomaterialia, Vol. 134, 348-356, Elsevier, Amsterdam. - journal articleNeural network surgery: Combining training with topology optimizationSchiessler, E.,Aydin, R.,Linka, K.,Cyron, C. (2021)
In: Neural networks, Vol. 144, 384-393, Elsevier, Amsterdam. - journal articlePredicting the inhibition efficiencies of magnesium dissolution modulators using sparse machine learning modelsSchiessler, E.,Würger, T.,Lamaka, S.,Meißner, R.,Cyron, C.,Zheludkevich, M.,Feiler, C.,Aydin, R. (2021)
In: npj Computational Materials, Vol. 7, 1, 193, Nature Publ. Group, London. - journal articleUnderstanding creep in TiAl alloys on the nanosecond scale by molecular dynamics simulationsGanesan, H.,Scheider, I.,Cyron, C. (2021)
In: Materials & Design, Vol. 212, 110282, Elsevier, Oxford. - journal articleDefects and plasticity in ultrastrong supercrystalline nanocompositesGiuntini, D.,Zhao, S.,Krekeler, T.,Li, M.,Blankenburg, M.,Bor, B.,Schaan, G.,Domènech, B.,Müller, M.,Scheider, I.,Ritter, M.,Schneider, G.A. (2021)
In: Science Advances, Vol. 7, 2, eabb6063, American Association for the Advancement of Science, Washington. - journal articleComputational study of the geometric properties governing the linear mechanical behavior of fiber networksDavoodi Kermani, I.,Schmitter, M.,Eichinger, J.F.,Aydin, R.C.,Cyron, C.J. (2021)
In: Computational Materials Science, Vol. 199, 110711, Elsevier, Amsterdam.