Literature

Concept

The concept and the implemented models are described in detail in the following references:

• F. Roters, M. Diehl, P. Shanthraj, P. Eisenlohr, C. Reuber, S. L. Wong, T. Maiti, A. Ebrahimi, T. Hochrainer, H.-O. Fabritius, S. Nikolov, M. Friak, N. Fujita, N. Grilli, K. G. F. Janssens, N. Jia, P. J. J. Kok, D. Ma, F. Meier, E. Werner, M. Stricker, D. Weygand, and D. Raabe. DAMASK – The Düsseldorf Advanced Material Simulation Kit for Modelling Multi-Physics Crystal Plasticity, Damage, and Thermal Phenomena from the Single Crystal up to the Component Scale Computational Materials Science, 158:420–478, 2019. doi:10.1016/j.commatsci.2018.04.030.

• F. Roters, P. Eisenlohr, C. Kords, D. D. Tjahjanto, M. Diehl, and D. Raabe. DAMASK: The Düsseldorf Advanced Material Simulation Kit for studying crystal plasticity using an FE based or a spectral numerical solver In O. Cazacu, editor, Procedia IUTAM: IUTAM Symposium on Linking Scales in Computation: From Microstructure to Macroscale Properties, volume 3, 3–10. Elsevier, 2012. doi:10.1016/j.piutam.2012.03.001.

Crystal Plasticity Overview

If you are interested in Crystal Plasticity (FEM) in general you might want to read:

• F. Roters, P. Eisenlohr, T.R. Bieler, and D. Raabe. Crystal Plasticity Finite Element Methods: In Materials Science and Engineering. Wiley-VCH, 2010. doi:10.1002/9783527631483.

• F. Roters, P. Eisenlohr, L. Hantcherli, D.D. Tjahjanto, T.R. Bieler, and D. Raabe. Overview of constitutive laws, kinematics, homogenization and multiscale methods in crystal plasticity finite-element modeling: Theory, experiments, applications Acta Materialia, 58(4):1152–1211, 2010. doi:10.1016/j.actamat.2009.10.058.

Constitutive Models for Plasticity

Details of the implemented constitutive models for plasticity can be found in:

• T. Maiti and P. Eisenlohr. Fourier-based spectral method solution to finite strain crystal plasticity with free surfaces Scripta Materialia, 145:37–40, 2018. doi:10.1016/j.scriptamat.2017.09.047.

• D. Cereceda, M. Diehl, F. Roters, D. Raabe, J.M. Perlado, and J. Marian. Unraveling the temperature dependence of the yield strength in single-crystal tungsten using atomistically-informed crystal plasticity calculations International Journal of Plasticity, 78:242–265, 2016. doi:10.1016/j.ijplas.2015.09.002.

• S.L. Wong, M. Madivala, U. Prahl, F. Roters, and D. Raabe. A crystal plasticity model for twinning- and transformation-induced plasticity Acta Materialia, 118:140–151, 2016. doi:10.1016/j.actamat.2016.07.032.

• D. Cereceda, M. Diehl, F. Roters, P. Shanthraj, D. Raabe, J.M. Perlado, and J. Marian. Linking atomistic, kinetic Monte Carlo and crystal plasticity simulations of single-crystal tungsten strength GAMM Mitteilungen, 38(2):213–227, 2015. doi:10.1002/gamm.201510012.

• C. Reuber, P. Eisenlohr, F. Roters, and D. Raabe. Dislocation density distribution around an indent in single-crystalline nickel: Comparing nonlocal crystal plasticity finite-element predictions with experiments Acta Materialia, 71:333–348, 2014. doi:10.1016/j.actamat.2014.03.012.

• Christoph Kords. On the role of dislocation transport in the constitutive description of crystal plasticity. PhD thesis, RWTH Aachen, 2013. URL: http://darwin.bth.rwth-aachen.de/opus3/volltexte/2014/4862.

• N. Jia, P. Eisenlohr, F. Roters, D. Raabe, and X. Zhao. Orientation dependence of shear banding in face-centered-cubic single crystals Acta Materialia, 60(8):3415–3434, 2012. doi:10.1016/j.actamat.2012.03.005.

Homogenization

The following publications cover tools for large-scale simulations (using mechanical homogenization):

• D.D. Tjahjanto, P. Eisenlohr, and F. Roters. A novel grain cluster-based homogenization scheme Modelling and Simulation in Materials Science and Engineering, 2010. doi:10.1088/0965-0393/18/1/015006.

• P. Eisenlohr and F. Roters. Selecting a set of discrete orientations for accurate texture reconstruction Computational Materials Science, 42(4):670–678, 2008. doi:10.1016/j.commatsci.2007.09.015.

Spectral Solvers

The spectral solvers provided with DAMASK are explained in:

• P. Shanthraj, M. Diehl, P. Eisenlohr, F. Roters, and D. Raabe. Spectral solvers for crystal plasticity and multi-physics simulations. Springer Singapore, 2019. doi:10.1007/978-981-10-6884-3_80.

• P. Shanthraj, P. Eisenlohr, M. Diehl, and F. Roters. Numerically robust spectral methods for crystal plasticity simulations of heterogeneous materials International Journal of Plasticity, 66:31–45, 2015. doi:10.1016/j.ijplas.2014.02.006.

• P. Eisenlohr, M. Diehl, R.A. Lebensohn, and F. Roters. A spectral method solution to crystal elasto-viscoplasticity at finite strains International Journal of Plasticity, 46:37–53, 2013. doi:10.1016/j.ijplas.2012.09.012.

Damage and Fracture

Details of the models for damage and fracture are outlined in:

• P. Shanthraj, B. Svendsen, L. Sharma, F. Roters, and D. Raabe. Elasto-viscoplastic phase field modelling of anisotropic cleavage fracture Journal of the Mechanics and Physics of Solids, 99:19–34, 2017. doi:10.1016/j.jmps.2016.10.012.

• P. Shanthraj, L. Sharma, B. Svendsen, F. Roters, and D. Raabe. A phase field model for damage in elasto-viscoplastic materials Computer Methods in Applied Mechanics and Engineering, 312:167–185, 2016. doi:10.1016/j.cma.2016.05.006.

Data Storage

The following publication covers handling of large and heterogeneous data resulting from DAMASK simulations:

• M. Diehl, P. Eisenlohr, C. Zhang, J. Nastola, P. Shanthraj, and F. Roters. A Flexible and Efficient Output File Format for Grain-Scale Multiphysics Simulations Integrating Materials and Manufacturing Innovation, 6(1):83–91, 2017. doi:10.1007/s40192-017-0084-5.

Related Work

The following publications cite the DAMASK core publications:

1. S. Akhondzadeh, M. Kang, R.B. Sills, K.T. Ramesh, and W. Cai. Direct comparison between experiments and dislocation dynamics simulations of high rate deformation of single crystal copper Acta Materialia, 2023. cited By 0. doi:10.1016/j.actamat.2023.118851.

2. D.S. Bezverkhy and N.S. Kondratev. Application of coincidence-site lattice modification for grain boundary energy modeling In AIP Conference Proceedings, volume 2627. American Institute of Physics Inc., 2023. cited By 0. doi:10.1063/5.0115262.

3. M. Bignon, Z. Ma, J.D. Robson, and P. Shanthraj. Interactions between plastic deformation and precipitation in Aluminium alloys: A crystal plasticity model Acta Materialia, 2023. cited By 1. doi:10.1016/j.actamat.2023.118735.

4. F. Briffod, H. Hu, T. Shiraiwa, and M. Enoki. Effect of in-lath slip strength on the strain partitioning in a dual-phase steel investigated by high-resolution digital image correlation and crystal plasticity simulations Materials Science and Engineering: A, 2023. cited By 3. doi:10.1016/j.msea.2022.144413.

5. E. Cantergiani, I. Weißensteiner, J. Grasserbauer, G. Falkinger, S. Pogatscher, and F. Roters. Influence of Hot Band Annealing on Cold-Rolled Microstructure and Recrystallization in AA 6016 Metallurgical and Materials Transactions A: Physical Metallurgy and Materials Science, 54(1):75–96, 2023. cited By 1. doi:10.1007/s11661-022-06846-4.

6. L. Chang, Z. Miao, B. Zhou, C. Zhou, and X. He. Understanding the anisotropic tensile deformation behavior of commercially pure titanium by experiments and crystal plasticity simulations Materials Letters, 2023. cited By 0. doi:10.1016/j.matlet.2023.134095.

7. B. Chen, S. Hamada, W. Li, and H. Noguchi. Crystal plasticity FEM study of material and mechanical effects on damage accumulation mode of fatigue crack propagation International Journal of Fatigue, 2023. cited By 0. doi:10.1016/j.ijfatigue.2023.107683.

8. N. Chen, S. Hu, W. Setyawan, P.V. Sushko, and S.N. Mathaudhu. Defect substructure energy landscape in polycrystalline Al under large deformation: Insights from molecular dynamics Journal of Materials Research and Technology, 22:3340–3351, 2023. cited By 0. doi:10.1016/j.jmrt.2022.12.131.

9. X. Cheng, P. Cai, L. Zhang, and L. Chai. Unusual work hardening rate of a 3D gradient high purity Ti fabricated by laser surface treatment Materials Science and Engineering: A, 2023. cited By 0. doi:10.1016/j.msea.2022.144417.

10. C.K. Cocke, H. Mirmohammad, M. Zecevic, B.R. Phung, R.A. Lebensohn, O.T. Kingstedt, and A.D. Spear. Implementation and experimental validation of nonlocal damage in a large-strain elasto-viscoplastic FFT-based framework for predicting ductile fracture in 3D polycrystalline materials International Journal of Plasticity, 2023. cited By 0. doi:10.1016/j.ijplas.2022.103508.

11. B. Cui, X. Liu, I.C. Nlebedim, and J. Cui. Toughening Sm–Co sintered magnets via microstructure modification with additives Journal of Magnetism and Magnetic Materials, 2023. cited By 0. doi:10.1016/j.jmmm.2023.170434.

12. A. Eghtesad, Q. Luo, S.-L. Shang, R.A. Lebensohn, M. Knezevic, Z.-K. Liu, and A.M. Beese. Machine learning-enabled identification of micromechanical stress and strain hotspots predicted via dislocation density-based crystal plasticity simulations International Journal of Plasticity, 2023. cited By 0. doi:10.1016/j.ijplas.2023.103646.

13. T. Fischer, C.F.O. Dahlberg, and P. Hedström. Sensitivity of local cyclic deformation in lath martensite to flow rule and slip system in crystal plasticity Computational Materials Science, 2023. cited By 0. doi:10.1016/j.commatsci.2023.112106.

14. F.-J. Gallardo-Basile, F. Roters, R.M. Jentner, K. Srivastava, S. Scholl, and M. Diehl. Modeling Bainite Dual-Phase Steels: A High-Resolution Crystal Plasticity Simulation Study Crystals, 2023. cited By 0. doi:10.3390/cryst13040673.

15. S. Gao, Y. Sun, Q. Li, Z. Hao, B. Zhang, D. Gu, and G. Wang. Research on the hot tensile deformation mechanism of Ti-6Al-4 V alloy sheet based on the α + β dual phase crystal plasticity modeling Journal of Alloys and Compounds, 2023. cited By 1. doi:10.1016/j.jallcom.2022.167701.

16. B. Gholami Bazehhour, S. Srinivasan, C. Kale, P. Peralta, and K. Solanki. Fatigue crack growth behavior of titanium with oxygen impurities: Experiments and modeling Engineering Fracture Mechanics, 2023. cited By 0. doi:10.1016/j.engfracmech.2023.109380.

17. C. Grant, Y. Aboura, T.L. Burnett, P.B. Prangnell, and P. Shanthraj. Computational study of the geometrical influence of grain topography on short crack propagation in AA7XXX series alloys Materialia, 2023. cited By 0. doi:10.1016/j.mtla.2023.101798.

18. L. Han, T. Han, Q. Wu, S. Xu, J. Sun, and Y. Wang. Study on microstructural characterization and local stress–strain behavior of transition zone within K-TIG welded SAF2205/Q235 dissimilar joints Journal of Materials Research and Technology, 24:5119–5138, 2023. cited By 0. doi:10.1016/j.jmrt.2023.04.112.

19. C. Hartmann. Towards Machine Learning of Crystal Plasticity by Neural Networks Minerals, Metals and Materials Series, pages 576–583, 2023. cited By 0. doi:10.1007/978-3-031-22524-6_51.

20. D. Hu, N. Grilli, and W. Yan. Dislocation structures formation induced by thermal stress in additive manufacturing: Multiscale crystal plasticity modeling of dislocation transport Journal of the Mechanics and Physics of Solids, 2023. cited By 2. doi:10.1016/j.jmps.2023.105235.

21. P. Huang, N. Guo, W. Zhao, Q. Zhou, H. Zhang, and B. Tang. Synergistic and competitive mechanisms of plastic anisotropy in high-efficiency laser melting deposited TC11 alloy Materials Science and Engineering: A, 2023. cited By 0. doi:10.1016/j.msea.2023.145067.

22. J. Huber, J. Vogler, and E. Werner. Multiscale modeling of the mechanical behavior of brazed Ni-based superalloy sheet metals Continuum Mechanics and Thermodynamics, 35(1):211–229, 2023. cited By 1. doi:10.1007/s00161-022-01172-x.

23. H. Ji, Q. Song, W. Cai, C. Cao, Z. Lv, and Z. Liu. Episodes of single-crystal material removal mode and machinability in the micro-cutting process of superalloy Inconel-718 Journal of Materials Research and Technology, 24:2074–2085, 2023. cited By 0. doi:10.1016/j.jmrt.2023.03.125.

24. R. Juan, N.X. Binh, W. Liu, and J. Lian. Optimizing crystal plasticity model parameters via machine learning-based optimization algorithms In Materials Research Proceedings, volume 28, 1417–1426. Association of American Publishers, 2023. cited By 0. doi:10.21741/9781644902479-153.

25. M.S. Khorrami, J.R. Mianroodi, N.H. Siboni, P. Goyal, B. Svendsen, P. Benner, and D. Raabe. An artificial neural network for surrogate modeling of stress fields in viscoplastic polycrystalline materials npj Computational Materials, 2023. cited By 0. doi:10.1038/s41524-023-00991-z.

26. E. King, Y. Li, S. Hu, and E. Machorro. Physics-informed machine-learning model of temperature evolution under solid phase processes Computational Mechanics, 72(1):125–136, 2023. cited By 0. doi:10.1007/s00466-023-02289-9.

27. W. Li, M.M. Attallah, and K. Essa. Heat-assisted incremental sheet forming for high-strength materials — a review International Journal of Advanced Manufacturing Technology, 124(7-8):2011–2036, 2023. cited By 0. doi:10.1007/s00170-022-10561-0.

28. Y. Lin, L. Han, and G. Wang. Relationship between Σ3 Boundaries, Dislocation Slip, and Plasticity in Pure Nickel Materials, 2023. cited By 0. doi:10.3390/ma16072853.

29. C. Liu, F. Roters, and D. Raabe. Finite strain crystal plasticity-phase field modeling of twin, dislocation, and grain boundary interaction in hexagonal materials Acta Materialia, 2023. cited By 3. doi:10.1016/j.actamat.2022.118444.

30. W. Liu, J. Huang, Y. Pang, K. Zhu, S. Li, and J. Ma. Multi-scale modelling of evolving plastic anisotropy during Al-alloy sheet forming International Journal of Mechanical Sciences, 2023. cited By 0. doi:10.1016/j.ijmecsci.2023.108168.

31. X. Luo and M. Zaiser. A computationally efficient implementation of continuum dislocation dynamics: Formulation and application to ultrafine-grained Mg polycrystals Journal of the Mechanics and Physics of Solids, 2023. cited By 0. doi:10.1016/j.jmps.2022.105166.

32. Z. Luo, D. Li, A. Ojha, W.-J. Lai, C. Engler-Pinto, Z. Li, and Y. Peng. Prediction of high cycle fatigue strength for additive manufactured metals by defects incorporated crystal plasticity modeling Materials Science and Engineering: A, 2023. cited By 0. doi:10.1016/j.msea.2023.144832.

33. N.G. March, D.R. Gunasegaram, and A.B. Murphy. Evaluation of computational homogenization methods for the prediction of mechanical properties of additively manufactured metal parts Additive Manufacturing, 2023. cited By 1. doi:10.1016/j.addma.2023.103415.

34. A. Mirzakhani and A. Assempour. The effects of microstructural parameters on the tension-compression mechanical behavior of extruded Mg-XY rods using crystal plasticity finite element modeling Results in Engineering, 2023. cited By 1. doi:10.1016/j.rineng.2022.100834.

35. V. Mishin, I. Shishov, E. Ubyivovk, I. Kasatkin, and A. Shamshurin. Effect of Texture on Strain Localization and Crack Initiation in Polycrystalline Beryllium Under Static Tension: Experimental Study and Micromechanical Simulations Metallurgical and Materials Transactions A: Physical Metallurgy and Materials Science, 2023. cited By 0. doi:10.1007/s11661-023-07090-0.

36. N. Mistry, L. Hitzler, A. Biswas, C. Krempaszky, and E. Werner. Predicting anisotropic behavior of textured PBF-LB materials via microstructural modeling Continuum Mechanics and Thermodynamics, 35(3):1185–1202, 2023. cited By 0. doi:10.1007/s00161-023-01215-x.

37. S. Nagarajan, R. Jain, S. Jha, V.K. Sahu, and N.P. Gurao. In-Situ Electron Backscatter Diffraction Study of Deformation Behavior of Fine-grained Dual Phase Steel Subjected to Uniaxial Tension Journal of Materials Engineering and Performance, 2023. cited By 0. doi:10.1007/s11665-023-07819-3.

38. A. Nascimento, S. Roongta, M. Diehl, and I.J. Beyerlein. A machine learning model to predict yield surfaces from crystal plasticity simulations International Journal of Plasticity, 2023. cited By 3. doi:10.1016/j.ijplas.2022.103507.

39. A. Patra, S. Chaudhary, N. Pai, T. Ramgopal, S. Khandelwal, A. Rao, and D.L. McDowell. ρ-CP: Open source dislocation density based crystal plasticity framework for simulating temperature- and strain rate-dependent deformation Computational Materials Science, 2023. cited By 0. doi:10.1016/j.commatsci.2023.112182.

40. Y. Pei, Y. Hao, J. Zhao, J. Yang, and B. Teng. Texture evolution prediction of 2219 aluminum alloy sheet under hydro-bulging using cross-scale numerical modeling Journal of Materials Science and Technology, 149:190–204, 2023. cited By 0. doi:10.1016/j.jmst.2022.11.037.

41. N. Perchikov and M. Diehl. A single-domain spectral solver for spatially nonsmooth differential equations of quasistatic solid mechanics in polar coordinates Acta Mechanica, 234(2):599–647, 2023. cited By 0. doi:10.1007/s00707-022-03406-0.

42. F. Pütz, N. Fehlemann, V. Göksu, M. Henrich, M. Könemann, and S. Münstermann. A data driven computational microstructure analysis on the influence of martensite banding on damage in DP-steels Computational Materials Science, 2023. cited By 1. doi:10.1016/j.commatsci.2022.111903.

43. D. Raabe, J.R. Mianroodi, and J. Neugebauer. Accelerating the design of compositionally complex materials via physics-informed artificial intelligence Nature Computational Science, 3(3):198–209, 2023. cited By 1. doi:10.1038/s43588-023-00412-7.

44. M.J. Rezaei, M. Sedighi, and M. Pourbashiri. Developing a new method to represent the low and high angle grain boundaries by using multi-scale modeling of crystal plasticity Journal of Alloys and Compounds, 2023. cited By 0. doi:10.1016/j.jallcom.2023.168844.

45. V. Rezazadeh, R.H.J. Peerlings, J.P.M. Hoefnagels, and M.G.D. Geers. DEFECT SENSITIVITY OF DUAL-PHASE STEELS: A STATISTICAL MICROMECHANICAL INVESTIGATION OF THE DUCTILITY LOSS DUE TO PREEXISTING DEFECTS International Journal for Multiscale Computational Engineering, 21(3):25–47, 2023. cited By 0. doi:10.1615/IntJMultCompEng.2022042361.

46. K. Romanov, A. Shveykin, and P. Trusov. Advanced Statistical Crystal Plasticity Model: Description of Copper Grain Structure Refinement during Equal Channel Angular Pressing Metals, 2023. cited By 0. doi:10.3390/met13050953.

47. P. Seibert, A. Raßloff, K.A. Kalina, J. Gussone, K. Bugelnig, M. Diehl, and M. Kästner. Two-stage 2D-to-3D reconstruction of realistic microstructures: Implementation and numerical validation by effective properties Computer Methods in Applied Mechanics and Engineering, 2023. cited By 0. doi:10.1016/j.cma.2023.116098.

48. S.C. Soare. Bezier5YS and SHYqp: A general framework for generating data and for modeling symmetric and asymmetric orthotropic yield surfaces European Journal of Mechanics, A/Solids, 2023. cited By 2. doi:10.1016/j.euromechsol.2022.104781.

49. H. Su, G. Tian, Y. Li, S. Wang, C. Xue, X. Feng, and J. Wang. Breaking the stiffness limit of Mg alloys by forming hard AlX particles and activating non-basal slip Journal of Alloys and Compounds, 2023. cited By 0. doi:10.1016/j.jallcom.2023.169249.

50. A. Tran and H. Lim. An asynchronous parallel high-throughput model calibration framework for crystal plasticity finite element constitutive models Computational Mechanics, 2023. cited By 0. doi:10.1007/s00466-023-02308-9.

51. A. Tran, K. Maupin, and T. Rodgers. Monotonic Gaussian Process for Physics-Constrained Machine Learning With Materials Science Applications Journal of Computing and Information Science in Engineering, 2023. cited By 0. doi:10.1115/1.4055852.

52. A. Tran, P. Robbe, and H. Lim. Multi-faceted Uncertainty Quantification for Structure-Property Relationship with Crystal Plasticity Finite Element Minerals, Metals and Materials Series, pages 596–606, 2023. cited By 0. doi:10.1007/978-3-031-22524-6_53.

53. A. Tran, P. Robbe, and H. Lim. Multi-fidelity microstructure-induced uncertainty quantification by advanced Monte Carlo methods Materialia, 2023. cited By 0. doi:10.1016/j.mtla.2023.101705.

54. S.-C. Tseng, C.-C. Chiu, F. Qayyum, S. Guk, C.-K. Chao, and U. Prahl. The Effect of the Energy Release Rate on the Local Damage Evolution in TRIP Steel Composite Reinforced with Zirconia Particles Materials, 2023. cited By 1. doi:10.3390/ma16010134.

55. J.S. Van Dokkum, C. Bos, S.E. Offerman, and J. Sietsma. Static Unified Inelastic Model: pre- and post-yield dislocation-mediated deformation Materialia, 2023. cited By 0. doi:10.1016/j.mtla.2023.101694.

56. T. Vermeij, C.J.A. Mornout, V. Rezazadeh, and J.P.M. Hoefnagels. Martensite plasticity and damage competition in dual-phase steel: A micromechanical experimental–numerical study Acta Materialia, 2023. cited By 0. doi:10.1016/j.actamat.2023.119020.

57. C. Wang, Z.J. Li, C.Q. Ji, S.W. Gao, and Y.N. Cui. Crystal plasticity analysis of the evolutions of temperature, stress and dislocation in additively manufactured tungsten International Journal of Refractory Metals and Hard Materials, 2023. cited By 1. doi:10.1016/j.ijrmhm.2022.106041.

58. D. Wang, M. He, L. Jia, X. Sun, M. Xia, and X. Wang. Energy absorption characteristics of novel high-strength and high-toughness steels used for rock support Journal of Rock Mechanics and Geotechnical Engineering, 15(6):1441–1456, 2023. cited By 0. doi:10.1016/j.jrmge.2022.10.013.

59. Y. Xiong, J. Zhao, W. Rao, Z. Huang, G. Kang, and X. Zhang. SECONDARY ORIENTATION EFFECTS OF NI-BASED ALLOYS WITH COOLING HOLES: A STRAIN GRADIENT CRYSTAL PLASTICITY FEM STUDY [含冷却孔镍基合金次级取向效应的应变梯度晶体塑性有限元研究] Lixue Xuebao/Chinese Journal of Theoretical and Applied Mechanics, 55(1):120–133, 2023. cited By 1. doi:10.6052/0459-1879-22-497.

60. T. Xu, F. Li, and X. Wang. A User-Friendly Anisotropic Yield Function for Modeling Anisotropy of BCC and FCC Sheet Metals Journal of Materials Engineering and Performance, 32(5):2370–2391, 2023. cited By 1. doi:10.1007/s11665-022-07275-5.

61. S. Yang, X. Tang, L. Deng, P. Gong, M. Zhang, J. Jin, and X. Wang. Interpretable Calibration of Crystal Plasticity Model Using a Bayesian Surrogate-Assisted Genetic Algorithm Metals, 2023. cited By 0. doi:10.3390/met13010166.

62. Z. Yang, H. Zhang, S. Ju, Z. Cui, X. Yu, and H. Liu. Mechanisms of the preferential cleavage of Ti2AlNb-based alloy: The influence of grain size and local plasticity Materials Science and Engineering: A, 2023. cited By 1. doi:10.1016/j.msea.2023.144741.

63. M. Zecevic, R.A. Lebensohn, and L. Capolungo. Non-local large-strain FFT-based formulation and its application to interface-dominated plasticity of nano-metallic laminates Journal of the Mechanics and Physics of Solids, 2023. cited By 3. doi:10.1016/j.jmps.2022.105187.

64. X. Zeng, C. Liu, C. Zhao, J. Dong, F. Roters, and D. Guan. Three-dimensional study of grain scale tensile twinning activity in magnesium: A combination of microstructure characterization and mechanical modeling Acta Materialia, 2023. cited By 0. doi:10.1016/j.actamat.2023.119043.

65. X. Zhang, Y. Gui, M. Lai, X. Lu, J. Gu, F. Wang, T. Yang, Z. Wang, and M. Song. Enhanced strength-ductility synergy of medium-entropy alloys via multiple level gradient structures International Journal of Plasticity, 2023. cited By 1. doi:10.1016/j.ijplas.2023.103592.

66. X. Zhang, J. Zhao, G. Kang, and M. Zaiser. Geometrically necessary dislocations and related kinematic hardening in gradient grained materials: A nonlocal crystal plasticity study International Journal of Plasticity, 2023. cited By 1. doi:10.1016/j.ijplas.2023.103553.

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413. S. Papanikolaou, J. Thibault, C. Woodward, P. Shanthraj, and F. Roters. Disorder-induced brittle to quasi-brittle crack initiation transition in notched crystals In ICF 2017 - 14th International Conference on Fracture, volume 2, 1032–1034. International Conference on Fracture, 2017. cited By 0. URL: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85066043608&partnerID=40&md5=03dcc4561dd8f296112106454b29b225.

414. U. Prahl, M. Lin, M. Weikamp, C. Hueter, D. Schicchi, M. Hunkel, and R. Spatschek. Multiscale, coupled chemo-mechanical modeling of bainitic transformation during press hardening Minerals, Metals and Materials Series, Part F4:335–343, 2017. cited By 3. doi:10.1007/978-3-319-57864-4_31.

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418. D. Cereceda, M. Diehl, F. Roters, D. Raabe, J.M. Perlado, and J. Marian. Unraveling the temperature dependence of the yield strength in single-crystal tungsten using atomistically-informed crystal plasticity calculations International Journal of Plasticity, 78:242–265, 2016. cited By 118. doi:10.1016/j.ijplas.2015.09.002.

419. A. Ebrahimi and T. Hochrainer. Three-Dimensional Continuum Dislocation Dynamics Simulations of Dislocation Structure Evolution in Bending of a Micro-Beam In MRS Advances, volume 1, 1791–1796. Materials Research Society, 2016. cited By 4. doi:10.1557/adv.2016.75.

420. N. Jia, D. Raabe, and X. Zhao. Crystal plasticity modeling of size effects in rolled multilayered Cu-Nb composites Acta Materialia, 111:116–128, 2016. cited By 18. doi:10.1016/j.actamat.2016.03.055.

421. M. Lin and U. Prahl. A parallelized model for coupled phase field and crystal plasticity simulation Computer Methods in Materials Science, 16(3):156–162, 2016. cited By 7. URL: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85026316699&partnerID=40&md5=cbbb60ef2f8939953a19e81eb794082d.

422. D. Ma, P. Eisenlohr, E. Epler, C.A. Volkert, P. Shanthraj, M. Diehl, F. Roters, and D. Raabe. Crystal plasticity study of monocrystalline stochastic honeycombs under in-plane compression Acta Materialia, 103:796–808, 2016. cited By 10. doi:10.1016/j.actamat.2015.11.016.

423. G. Nayyeri, W.J. Poole, C.W. Sinclair, S. Zaefferer, P.J. Konijnenberg, and C. Zambaldi. An instrumented spherical indentation study on high purity magnesium loaded nearly parallel to the c-axis Materials Science and Engineering: A, 670:132–145, 2016. cited By 11. doi:10.1016/j.msea.2016.05.112.

424. D. Raabe, F. Roters, J. Neugebauer, I. Gutierrez-Urrutia, T. Hickel, W. Bleck, J.M. Schneider, J.E. Wittig, and J. Mayer. Ab initio-guided design of twinning-induced plasticity steels MRS Bulletin, 41(4):320–325, 2016. cited By 25. doi:10.1557/mrs.2016.63.

425. P. Shanthraj, L. Sharma, B. Svendsen, F. Roters, and D. Raabe. A phase field model for damage in elasto-viscoplastic materials Computer Methods in Applied Mechanics and Engineering, 312:167–185, 2016. cited By 66. doi:10.1016/j.cma.2016.05.006.

426. E. Werner, R. Wesenjak, A. Fillafer, F. Meier, and C. Krempaszky. Microstructure-based modelling of multiphase materials and complex structures Continuum Mechanics and Thermodynamics, 28(5):1325–1346, 2016. cited By 18. doi:10.1007/s00161-015-0477-7.

427. S.L. Wong, M. Madivala, U. Prahl, F. Roters, and D. Raabe. A crystal plasticity model for twinning- and transformation-induced plasticity Acta Materialia, 118:140–151, 2016. cited By 158. doi:10.1016/j.actamat.2016.07.032.

428. X. Wu, D. Ma, P. Eisenlohr, D. Raabe, and H.-O. Fabritius. From insect scales to sensor design: Modelling the mechanochromic properties of bicontinuous cubic structures Bioinspiration and Biomimetics, 2016. cited By 7. doi:10.1088/1748-3190/11/4/045001.

429. H. Zhang, M. Diehl, F. Roters, and D. Raabe. A virtual laboratory using high resolution crystal plasticity simulations to determine the initial yield surface for sheet metal forming operations International Journal of Plasticity, 80:111–138, 2016. cited By 133. doi:10.1016/j.ijplas.2016.01.002.

430. Y. Akinori. Prediction of 3D microstructure and plastic deformation behavior in dual-phase steel using multi-phase-field and crystal plasticity FFT methods Key Engineering Materials, 651-653:570–574, 2015. cited By 4. doi:10.4028/www.scientific.net/KEM.651-653.570.

431. B. Berisha, C. Raemy, C. Becker, M. Gorji, and P. Hora. Multiscale modeling of failure initiation in a ferritic-pearlitic steel Acta Materialia, 100:191–201, 2015. cited By 36. doi:10.1016/j.actamat.2015.08.035.

432. T.R. Bieler, D. Kang, D.C. Baars, S. Chandrasekaran, A. Mapar, G. Ciovati, N.T. Wright, F. Pourboghrat, J.E. Murphy, C.C. Compton, and G.R. Myneni. Deformation mechanisms, defects, heat treatment, and thermal conductivity in large grain niobium In AIP Conference Proceedings, volume 1687. American Institute of Physics Inc., 2015. cited By 2. doi:10.1063/1.4935316.

433. D. Cereceda, M. Diehl, F. Roters, P. Shanthraj, D. Raabe, J.M. Perlado, and J. Marian. Linking atomistic, kinetic Monte Carlo and crystal plasticity simulations of single-crystal tungsten strength GAMM Mitteilungen, 38(2):213–227, 2015. cited By 11. doi:10.1002/gamm.201510012.

434. J. Gawad, D. Banabic, A. Van Bael, D.S. Comsa, M. Gologanu, P. Eyckens, P. Van Houtte, and D. Roose. An evolving plane stress yield criterion based on crystal plasticity virtual experiments International Journal of Plasticity, 75:141–169, 2015. cited By 54. doi:10.1016/j.ijplas.2015.02.011.

435. H. Geng, C. Ding, M. Lu, X. Zhou, X. Liu, Y. Fang, and J. Wang. Numerical simulation of mechanical properties of nickel base casting superalloy with the mesoscale finite element method Materials Research Innovations, 19:S5794–S5798, 2015. cited By 0. doi:10.1179/1432891714Z.0000000001195.

436. N. Grilli, K.G.F. Janssens, and H. Van Swygenhoven. Crystal plasticity finite element modelling of low cycle fatigue in fcc metals Journal of the Mechanics and Physics of Solids, 84:424–435, 2015. cited By 25. doi:10.1016/j.jmps.2015.08.007.

437. O. Güvenç, F. Roters, T. Hickel, and M. Bambach. ICME for Crashworthiness of TWIP Steels: From Ab Initio to the Crash Performance JOM, 67(1):120–128, 2015. cited By 25. doi:10.1007/s11837-014-1192-8.

438. S. Nikolov, H. Fabritius, M. Friák, and D. Raabe. Integrated multiscale modeling approach for hierarchical biological nanocomposites applied to lobster cuticle Bulgarian Chemical Communications, 47:424–433, 2015. cited By 3. URL: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84976421915&partnerID=40&md5=c066bed686cd2830463449e09d0cb40f.

439. P. Shanthraj, P. Eisenlohr, M. Diehl, and F. Roters. Numerically robust spectral methods for crystal plasticity simulations of heterogeneous materials International Journal of Plasticity, 66:31–45, 2015. cited By 143. doi:10.1016/j.ijplas.2014.02.006.

440. Y.F. Shen, N. Jia, Y.D. Wang, X. Sun, L. Zuo, and D. Raabe. Suppression of twinning and phase transformation in an ultrafine grained 2 GPa strong metastable austenitic steel: Experiment and simulation Acta Materialia, 97:305–315, 2015. cited By 73. doi:10.1016/j.actamat.2015.06.053.

441. C.C. Tasan, M. Diehl, D. Yan, M. Bechtold, F. Roters, L. Schemmann, C. Zheng, N. Peranio, D. Ponge, M. Koyama, K. Tsuzaki, and D. Raabe. An Overview of Dual-Phase Steels: Advances in Microstructure-Oriented Processing and Micromechanically Guided Design Annual Review of Materials Research, 45:391–431, 2015. cited By 407. doi:10.1146/annurev-matsci-070214-021103.

442. D.D. Tjahjanto, P. Eisenlohr, and F. Roters. Multiscale deep drawing analysis of dual-phase steels using grain cluster-based RGC scheme Modelling and Simulation in Materials Science and Engineering, 2015. cited By 18. doi:10.1088/0965-0393/23/4/045005.

443. A. Yamanaka. 3D modeling of ferrite transformation in deformed-austenite using multi-phase-field method and crystal plasticity fast Fourier transformation method In PTM 2015 - Proceedings of the International Conference on Solid-Solid Phase Transformations in Inorganic Materials 2015, 857–864. International Conference on Solid-Solid Phase Transformations in Inorganic Materials 2015, 2015. cited By 1. URL: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84962666685&partnerID=40&md5=571a59f1d99a503dc4fff94f47d04111.

444. A. Yamanaka. Prediction of deformed-and recrystallized microstructures in metallic materials by crystal plasticity analysis and multi-phase-field method Keikinzoku/Journal of Japan Institute of Light Metals, 65(11):542–548, 2015. cited By 2. doi:10.2464/jilm.65.542.

445. C. Zambaldi, C. Zehnder, and D. Raabe. Orientation dependent deformation by slip and twinning in magnesium during single crystal indentation Acta Materialia, 91:267–288, 2015. cited By 70. doi:10.1016/j.actamat.2015.01.046.

446. C. Zhang, H. Li, P. Eisenlohr, W. Liu, C.J. Boehlert, M.A. Crimp, and T.R. Bieler. Effect of realistic 3D microstructure in crystal plasticity finite element analysis of polycrystalline Ti-5Al-2.5Sn International Journal of Plasticity, 69:21–35, 2015. cited By 74. doi:10.1016/j.ijplas.2015.01.003.

447. M. Demura, D. Raabe, F. Roters, P. Eisenlohr, Y. Xu, T. Hirano, and K. Kishida. Slip system analysis in the cold rolling of a Ni3Al single crystal Materials Science Forum, 783-786:1111–1116, 2014. cited By 1. URL: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84904543366&partnerID=40&md5=518393546d612b593aa948b1de291f45.

448. O. Güvenç, M. Bambach, and G. Hirt. Coupling of crystal plasticity finite element and phase field methods for the prediction of SRX kinetics after hot working Steel Research International, 85(6):999–1009, 2014. cited By 23. doi:10.1002/srin.201300191.

449. R. Kebriaei, I.N. Vladimirov, and S. Reese. Joining of the alloys AA1050 and AA5754 - Experimental characterization and multiscale modeling based on a cohesive zone element technique Journal of Materials Processing Technology, 214(10):2146–2155, 2014. cited By 16. doi:10.1016/j.jmatprotec.2014.03.014.

450. F. Meier, C. Schwarz, and E. Werner. Crystal-plasticity based thermo-mechanical modeling of Al-components in integrated circuits Computational Materials Science, 94(C):122–131, 2014. cited By 20. doi:10.1016/j.commatsci.2014.03.020.

451. C.C. Tasan, M. Diehl, D. Yan, C. Zambaldi, P. Shanthraj, F. Roters, and D. Raabe. Integrated experimental-simulation analysis of stress and strain partitioning in multiphase alloys Acta Materialia, 81:386–400, 2014. cited By 250. doi:10.1016/j.actamat.2014.07.071.

452. C.C. Tasan, J.P.M. Hoefnagels, M. Diehl, D. Yan, F. Roters, and D. Raabe. Strain localization and damage in dual phase steels investigated by coupled in-situ deformation experiments and crystal plasticity simulations International Journal of Plasticity, 63:198–210, 2014. cited By 379. doi:10.1016/j.ijplas.2014.06.004.

453. F. Wang, S. Sandlöbes, M. Diehl, L. Sharma, F. Roters, and D. Raabe. In situ observation of collective grain-scale mechanics in Mg and Mg-rare earth alloys Acta Materialia, 80:77–93, 2014. cited By 82. doi:10.1016/j.actamat.2014.07.048.

454. P. Eisenlohr, M. Diehl, R.A. Lebensohn, and F. Roters. A spectral method solution to crystal elasto-viscoplasticity at finite strains International Journal of Plasticity, 46:37–53, 2013. cited By 293. doi:10.1016/j.ijplas.2012.09.012.

455. F. Roters, M. Diehl, P. Eisenlohr, and D. Raabe. Crystal Plasticity Modeling. wiley, 2013. cited By 2. doi:10.1002/9783527652815.ch03.