TY - JOUR AU - Sørensen, B. F. AU - Gamstedt, E. K. AU - Østergaard, R. C. AU - Goutianos, S. PY - 2008 DA - 2008// TI - Micromechanical model of cross-over fibre bridging—prediction of mixed mode bridging laws JO - Mech Mater. VL - 40 UR - https://doi.org/10.1016/j.mechmat.2007.07.007 DO - 10.1016/j.mechmat.2007.07.007 ID - Sørensen2008 ER - TY - JOUR AU - Vossen, B. G. AU - Schreurs, P. J. G. AU - Sluis, O. AU - Geers, M. G. D. PY - 2014 DA - 2014// TI - Multi-scale modeling of delamination through fibrillation JO - J Mech Phys Solids VL - 66 UR - https://doi.org/10.1016/j.jmps.2014.01.009 DO - 10.1016/j.jmps.2014.01.009 ID - Vossen2014 ER - TY - JOUR AU - Benedetti, I. AU - Aliabadi, M. H. PY - 2013 DA - 2013// TI - A three-dimensional cohesive-frictional grain-boundary micromechanical model for intergranular degradation and failure in polycrystalline materials JO - Comput Methods Appl Mech Eng VL - 265 UR - https://doi.org/10.1016/j.cma.2013.05.023 DO - 10.1016/j.cma.2013.05.023 ID - Benedetti2013 ER - TY - JOUR AU - Leo, C. V. D. AU - Luk-Cyr, J. AU - Liu, H. AU - Loeffel, K. AU - Al-Athel, K. AU - Anand, L. PY - 2014 DA - 2014// TI - A new methodology for characterizing traction-separation relations for interfacial delamination of thermal barrier coatings JO - Acta Mater VL - 71 UR - https://doi.org/10.1016/j.actamat.2014.02.034 DO - 10.1016/j.actamat.2014.02.034 ID - Leo2014 ER - TY - CHAP AU - Sluis, O. AU - Iwamoto, N. AU - Qu, J. AU - Yang, S. AU - Yuan, C. AU - Driel, W. D. AU - Zhang, G. Q. ED - Morris, J. E. PY - 2018 DA - 2018// TI - Advances in delamination modeling of metal/polymer systems: atomistic aspects BT - Nanopackaging: nanotechnologies and electronics packaging PB - Springer CY - Cham UR - https://doi.org/10.1007/978-3-319-90362-0_4 DO - 10.1007/978-3-319-90362-0_4 ID - Sluis2018 ER - TY - JOUR AU - Rezaei, S. AU - Arghavani, M. AU - Wulfinghoff, S. AU - Kruppe, N. C. AU - Brögelmann, T. AU - Reese, S. AU - Bobzin, K. PY - 2018 DA - 2018// TI - A novel approach for the prediction of deformation and fracture in hard coatings: comparison of numerical modeling and nanoindentation tests JO - Mech Mater VL - 117 UR - https://doi.org/10.1016/j.mechmat.2017.11.006 DO - 10.1016/j.mechmat.2017.11.006 ID - Rezaei2018 ER - TY - JOUR AU - Javili, A. AU - Steinmann, P. AU - Mosler, J. PY - 2017 DA - 2017// TI - Micro-to-macro transition accounting for general imperfect interfaces JO - Comput Methods Appl Mech Eng VL - 317 UR - https://doi.org/10.1016/j.cma.2016.12.025 DO - 10.1016/j.cma.2016.12.025 ID - Javili2017 ER - TY - JOUR AU - Ottosen, N. S. AU - Ristinmaa, M. AU - Mosler, J. PY - 2016 DA - 2016// TI - Framework for non-coherent interface models at finite displacement jumps and finite strains JO - J Mech Phys Solids VL - 90 UR - https://doi.org/10.1016/j.jmps.2016.02.034 DO - 10.1016/j.jmps.2016.02.034 ID - Ottosen2016 ER - TY - STD TI - Rezaei S, Mianroodi J R, Khaledi K, Reese S. A nonlocal method for modeling interfaces: numerical simulation of decohesion and sliding at grain boundaries. Comput Methods Appl Mech Eng. 2019. ID - ref9 ER - TY - JOUR AU - Rezaei, S. AU - Jaworek, D. AU - Mianroodi, J. R. AU - Wulfinghoff, S. AU - Reese, S. PY - 2019 DA - 2019// TI - Atomistically motivated interface model to account for coupled plasticity and damage at grain boundaries JO - J Mech Phys Solids VL - 124 UR - https://doi.org/10.1016/j.jmps.2018.10.015 DO - 10.1016/j.jmps.2018.10.015 ID - Rezaei2019 ER - TY - JOUR AU - Meyers, M. A. AU - Mishra, A. AU - Benson, D. J. PY - 2006 DA - 2006// TI - Mechanical properties of nanocrystalline materials JO - Progr Mater Sci VL - 51 UR - https://doi.org/10.1016/j.pmatsci.2005.08.003 DO - 10.1016/j.pmatsci.2005.08.003 ID - Meyers2006 ER - TY - JOUR AU - Wei, Y. AU - Su, C. AU - Anand, L. PY - 2006 DA - 2006// TI - A computational study of the mechanical behavior of nanocrystalline fcc metals JO - Acta Mater VL - 54 UR - https://doi.org/10.1016/j.actamat.2006.03.007 DO - 10.1016/j.actamat.2006.03.007 ID - Wei2006 ER - TY - JOUR AU - Möller, J. J. AU - Bitzek, E. AU - Janisch, R. AU - Hassan, H. AU - Hartmaier, A. PY - 2018 DA - 2018// TI - Fracture ab initio: a force-based scaling law for atomistically informed continuum models JO - J Mater Res VL - 33 UR - https://doi.org/10.1557/jmr.2018.384 DO - 10.1557/jmr.2018.384 ID - Möller2018 ER - TY - JOUR AU - Ma, A. AU - Roters, F. AU - Raabe, D. PY - 2006 DA - 2006// TI - On the consideration of interactions between dislocations and grain boundaries in crystal plasticity finite element modeling—theory, experiments, and simulations JO - Acta Mater VL - 54 UR - https://doi.org/10.1016/j.actamat.2006.01.004 DO - 10.1016/j.actamat.2006.01.004 ID - Ma2006 ER - TY - JOUR AU - Beers, P. R. M. AU - McShane, G. J. AU - Kouznetsova, V. G. AU - Geers, M. G. D. PY - 2013 DA - 2013// TI - Grain boundary interface mechanics in strain gradient crystal plasticity JO - J Mech Phys Solids VL - 61 UR - https://doi.org/10.1016/j.jmps.2013.08.011 DO - 10.1016/j.jmps.2013.08.011 ID - Beers2013 ER - TY - JOUR AU - Xu, T. AU - Stewart, R. AU - Fan, J. AU - Zeng, X. AU - Yao, A. PY - 2016 DA - 2016// TI - Bridging crack propagation at the atomistic and mesoscopic scale for bcc-fe with hybrid multiscale methods JO - Eng Fract Mech VL - 155 UR - https://doi.org/10.1016/j.engfracmech.2015.12.015 DO - 10.1016/j.engfracmech.2015.12.015 ID - Xu2016 ER - TY - JOUR AU - Warner, D. H. AU - Sansoz, F. AU - Molinari, J. F. PY - 2006 DA - 2006// TI - Atomistic based continuum investigation of plastic deformation in nanocrystalline copper JO - Int J Plast VL - 22 UR - https://doi.org/10.1016/j.ijplas.2005.04.014 DO - 10.1016/j.ijplas.2005.04.014 ID - Warner2006 ER - TY - JOUR AU - Elzas, A. AU - Thijsse, B. PY - 2019 DA - 2019// TI - Cohesive laws describing the interface behaviour of iron/precipitate interfaces under mixed loading conditions JO - Mech Mater VL - 129 UR - https://doi.org/10.1016/j.mechmat.2018.10.010 DO - 10.1016/j.mechmat.2018.10.010 ID - Elzas2019 ER - TY - JOUR AU - Farkas, D. AU - Petegem, S. V. AU - Derlet, P. M. AU - Swygenhoven, H. V. PY - 2005 DA - 2005// TI - Dislocation activity and nano-void formation near crack tips in nanocrystalline Ni JO - Acta Mater VL - 53 UR - https://doi.org/10.1016/j.actamat.2005.02.012 DO - 10.1016/j.actamat.2005.02.012 ID - Farkas2005 ER - TY - JOUR AU - Qiu, R. -. Z. AU - Li, C. -. C. AU - Fang, T. -. H. PY - 2017 DA - 2017// TI - Mechanical properties and crack growth behavior of polycrystalline copper using molecular dynamics simulation JO - Phys Script VL - 92 UR - https://doi.org/10.1088/1402-4896/aa7c2c DO - 10.1088/1402-4896/aa7c2c ID - Qiu2017 ER - TY - JOUR AU - Molinari, J. -. F. AU - Aghababaei, R. AU - Brink, T. AU - Frérot, L. AU - Milanese, E. PY - 2018 DA - 2018// TI - Adhesive wear mechanisms uncovered by atomistic simulations JO - Friction VL - 6 UR - https://doi.org/10.1007/s40544-018-0234-6 DO - 10.1007/s40544-018-0234-6 ID - Molinari2018 ER - TY - JOUR AU - Swygenhoven, H. AU - Derlet, P. M. PY - 2001 DA - 2001// TI - Grain-boundary sliding in nanocrystalline fcc metals JO - Phys Rev B VL - 64 UR - https://doi.org/10.1103/PhysRevB.64.224105 DO - 10.1103/PhysRevB.64.224105 ID - Swygenhoven2001 ER - TY - JOUR AU - Schiøtz, J. AU - Jacobsen, K. W. PY - 2003 DA - 2003// TI - A maximum in the strength of nanocrystalline copper JO - Science VL - 301 UR - https://doi.org/10.1126/science.1086636 DO - 10.1126/science.1086636 ID - Schiøtz2003 ER - TY - JOUR AU - Bitzek, E. AU - Kermode, J. R. AU - Gumbsch, P. PY - 2015 DA - 2015// TI - Atomistic aspects of fracture JO - Int J Fract VL - 191 UR - https://doi.org/10.1007/s10704-015-9988-2 DO - 10.1007/s10704-015-9988-2 ID - Bitzek2015 ER - TY - JOUR AU - Beyerlein, I. J. AU - Xu, S. AU - Llorca, J. AU - El-Awady, J. A. AU - Mianroodi, J. R. AU - Svendsen, B. PY - 2019 DA - 2019// TI - Alloy design for mechanical properties: conquering the length scales JO - MRS Bull VL - 44 UR - https://doi.org/10.1557/mrs.2019.67 DO - 10.1557/mrs.2019.67 ID - Beyerlein2019 ER - TY - JOUR AU - Mianroodi, J. R. AU - Svendsen, B. PY - 2015 DA - 2015// TI - Atomistically determined phase-field modeling of dislocation dissociation, stacking fault formation, dislocation slip, and reactions in fcc systems JO - J Mech Phys Solids VL - 77 UR - https://doi.org/10.1016/j.jmps.2015.01.007 DO - 10.1016/j.jmps.2015.01.007 ID - Mianroodi2015 ER - TY - JOUR AU - Mianroodi, J. R. AU - Shanthraj, P. AU - Kontis, P. AU - Gault, B. AU - Svendsen, B. AU - Raabe, D. PY - 2019 DA - 2019// TI - Atomistic phase field chemomechanical modeling of solute segregation and dislocation-precipitate interaction in Ni–Al–Co JO - Acta Mater VL - 175 UR - https://doi.org/10.1016/j.actamat.2019.06.008 DO - 10.1016/j.actamat.2019.06.008 ID - Mianroodi2019 ER - TY - JOUR AU - Giesa, T. AU - Pugno, N. M. AU - Wong, J. Y. AU - Kaplan, D. L. AU - Buehler, M. J. PY - 2014 DA - 2014// TI - What’s inside the box?—length-scales that govern fracture processes of polymer fibers JO - Adv Mater VL - 26 UR - https://doi.org/10.1002/adma.201303323 DO - 10.1002/adma.201303323 ID - Giesa2014 ER - TY - JOUR AU - Andric, P. AU - Curtin, W. A. PY - 2017 DA - 2017// TI - New theory for mode i crack-tip dislocation emission JO - J Mech Phys Solids VL - 106 UR - https://doi.org/10.1016/j.jmps.2017.06.006 DO - 10.1016/j.jmps.2017.06.006 ID - Andric2017 ER - TY - JOUR AU - Gur, S. AU - Sadat, M. R. AU - Frantziskonis, G. N. AU - Bringuier, S. AU - Zhang, L. AU - Muralidharan, K. PY - 2019 DA - 2019// TI - The effect of grain-size on fracture of polycrystalline silicon carbide: a multiscale analysis using a molecular dynamics-peridynamics framework JO - Comput Mater Sci VL - 159 UR - https://doi.org/10.1016/j.commatsci.2018.12.038 DO - 10.1016/j.commatsci.2018.12.038 ID - Gur2019 ER - TY - JOUR AU - Spearot, D. E. AU - Jacob, K. I. AU - McDowell, D. L. PY - 2004 DA - 2004// TI - Non-local separation constitutive laws for interfaces and their relation to nanoscale simulations JO - Mech Mater VL - 36 UR - https://doi.org/10.1016/j.mechmat.2003.08.002 DO - 10.1016/j.mechmat.2003.08.002 ID - Spearot2004 ER - TY - JOUR AU - Zhou, X. W. AU - Zimmerman, J. A. AU - Reedy, E. D. AU - Moody, N. R. PY - 2008 DA - 2008// TI - Molecular dynamics simulation based cohesive surface representation of mixed mode fracture JO - Mech Mater VL - 40 UR - https://doi.org/10.1016/j.mechmat.2008.05.001 DO - 10.1016/j.mechmat.2008.05.001 ID - Zhou2008 ER - TY - JOUR AU - Paliwal, B. AU - Cherkaoui, M. PY - 2013 DA - 2013// TI - An improved atomistic simulation based mixed-mode cohesive zone law considering non-planar crack growth JO - Int J Solids Struct VL - 50 UR - https://doi.org/10.1016/j.ijsolstr.2013.06.002 DO - 10.1016/j.ijsolstr.2013.06.002 ID - Paliwal2013 ER - TY - JOUR AU - Elzas, A. AU - Thijsse, B. PY - 2016 DA - 2016// TI - Dislocation impacts on iron/precipitate interfaces under shear loading JO - Modell Simul Mater Sci Eng VL - 24 UR - https://doi.org/10.1088/0965-0393/24/8/085006 DO - 10.1088/0965-0393/24/8/085006 ID - Elzas2016 ER - TY - JOUR AU - Yamakov, V. AU - Saether, E. AU - Phillips, D. R. AU - Glaessgen, E. H. PY - 2006 DA - 2006// TI - Molecular-dynamics simulation-based cohesive zone representation of intergranular fracture processes in aluminum JO - J Mech Phys Solids VL - 54 UR - https://doi.org/10.1016/j.jmps.2006.03.004 DO - 10.1016/j.jmps.2006.03.004 ID - Yamakov2006 ER - TY - JOUR AU - Yamakov, V. AU - Saether, E. AU - Glaessgen, E. H. PY - 2008 DA - 2008// TI - Multiscale modeling of intergranular fracture in aluminum: constitutive relation for interface debonding JO - J Mater Sci VL - 43 UR - https://doi.org/10.1007/s10853-008-2823-7 DO - 10.1007/s10853-008-2823-7 ID - Yamakov2008 ER - TY - JOUR AU - Fu, X. Q. AU - Liang, L. H. AU - Wei, Y. G. PY - 2019 DA - 2019// TI - Modeling of atomistic scale shear failure of Ag/MgO interface with misfit dislocation network JO - Comput Mater Sci VL - 170 UR - https://doi.org/10.1016/j.commatsci.2019.109151 DO - 10.1016/j.commatsci.2019.109151 ID - Fu2019 ER - TY - JOUR AU - Mudunuru, M. K. AU - Panda, N. AU - Karra, S. AU - Srinivasan, G. AU - Chau, V. T. AU - Rougier, E. AU - Hunter, A. AU - Viswanathan, H. S. PY - 2019 DA - 2019// TI - Surrogate models for estimating failure in brittle and quasi-brittle materials JO - Appl Sci VL - 9 UR - https://doi.org/10.3390/app9132706 DO - 10.3390/app9132706 ID - Mudunuru2019 ER - TY - JOUR AU - Versino, D. AU - Tonda, A. AU - Bronkhorst, C. A. PY - 2017 DA - 2017// TI - Data driven modeling of plastic deformation JO - Comput Methods Appl Mech Eng VL - 318 UR - https://doi.org/10.1016/j.cma.2017.02.016 DO - 10.1016/j.cma.2017.02.016 ID - Versino2017 ER - TY - JOUR AU - Oishi, A. AU - Yagawa, G. PY - 2017 DA - 2017// TI - Computational mechanics enhanced by deep learning JO - Comput Methods Appl Mech Eng VL - 327 UR - https://doi.org/10.1016/j.cma.2017.08.040 DO - 10.1016/j.cma.2017.08.040 ID - Oishi2017 ER - TY - JOUR AU - Capuano, G. AU - Rimoli, J. J. PY - 2019 DA - 2019// TI - Smart finite elements: a novel machine learning application JO - Comput Methods Appl Mech Eng VL - 345 UR - https://doi.org/10.1016/j.cma.2018.10.046 DO - 10.1016/j.cma.2018.10.046 ID - Capuano2019 ER - TY - JOUR AU - Bock, F. E. AU - Aydin, R. C. AU - Cyron, C. J. AU - Huber, N. AU - Kalidindi, S. R. AU - Klusemann, B. PY - 2019 DA - 2019// TI - A review of the application of machine learning and data mining approaches in continuum materials mechanics JO - Front Mater VL - 6 UR - https://doi.org/10.3389/fmats.2019.00110 DO - 10.3389/fmats.2019.00110 ID - Bock2019 ER - TY - JOUR AU - Salehi, H. AU - Burgueño, R. PY - 2018 DA - 2018// TI - Emerging artificial intelligence methods in structural engineering JO - Eng Struct VL - 171 UR - https://doi.org/10.1016/j.engstruct.2018.05.084 DO - 10.1016/j.engstruct.2018.05.084 ID - Salehi2018 ER - TY - JOUR AU - Kirchdoerfer, T. AU - Ortiz, M. PY - 2016 DA - 2016// TI - Data-driven computational mechanics JO - Comput Methods Appl Mech Eng VL - 304 UR - https://doi.org/10.1016/j.cma.2016.02.001 DO - 10.1016/j.cma.2016.02.001 ID - Kirchdoerfer2016 ER - TY - JOUR AU - Kirchdoerfer, T. AU - Ortiz, M. PY - 2017 DA - 2017// TI - Data driven computing with noisy material data sets JO - Comput Methods Appl Mech Eng VL - 326 UR - https://doi.org/10.1016/j.cma.2017.07.039 DO - 10.1016/j.cma.2017.07.039 ID - Kirchdoerfer2017 ER - TY - JOUR AU - Nguyen, L. T. K. AU - Keip, M. -. A. PY - 2018 DA - 2018// TI - A data-driven approach to nonlinear elasticity JO - Comput Struct VL - 194 UR - https://doi.org/10.1016/j.compstruc.2017.07.031 DO - 10.1016/j.compstruc.2017.07.031 ID - Nguyen2018 ER - TY - JOUR AU - Eggersmann, R. AU - Kirchdoerfer, T. AU - Reese, S. AU - Stainier, L. AU - Ortiz, M. PY - 2019 DA - 2019// TI - Model-free data-driven inelasticity JO - Comput Methods Appl Mech Eng VL - 350 UR - https://doi.org/10.1016/j.cma.2019.02.016 DO - 10.1016/j.cma.2019.02.016 ID - Eggersmann2019 ER - TY - JOUR AU - Haj-Ali, R. AU - Pecknold, D. A. AU - Ghaboussi, J. AU - Voyiadjis, G. Z. PY - 2001 DA - 2001// TI - Simulated micromechanical models using artificial neural networks JO - J Eng Mech VL - 127 UR - https://doi.org/10.1061/(ASCE)0733-9399(2001)127:7(730) DO - 10.1061/(ASCE)0733-9399(2001)127:7(730) ID - Haj-Ali2001 ER - TY - JOUR AU - Reimann, D. AU - Nidadavolu, K. AU - Hassan, H. AU - Vajragupta, N. AU - Glasmachers, T. AU - Junker, P. AU - Hartmaier, A. PY - 2019 DA - 2019// TI - Modeling macroscopic material behavior with machine learning algorithms trained by micromechanical simulations JO - Front Mater UR - https://doi.org/10.3389/fmats.2019.00181 DO - 10.3389/fmats.2019.00181 ID - Reimann2019 ER - TY - JOUR AU - Liu, Z. AU - Wu, C. T. AU - Koishi, M. PY - 2019 DA - 2019// TI - A deep material network for multiscale topology learning and accelerated nonlinear modeling of heterogeneous materials JO - Comput Methods Appl Mech Eng VL - 345 UR - https://doi.org/10.1016/j.cma.2018.09.020 DO - 10.1016/j.cma.2018.09.020 ID - Liu2019 ER - TY - JOUR AU - Unger, J. F. AU - Könke, C. PY - 2009 DA - 2009// TI - Neural networks as material models within a multiscale approach JO - Comput Struct VL - 87 UR - https://doi.org/10.1016/j.compstruc.2008.12.003 DO - 10.1016/j.compstruc.2008.12.003 ID - Unger2009 ER - TY - JOUR AU - Hashash, Y. M. A. AU - Jung, S. AU - Ghaboussi, J. PY - 2004 DA - 2004// TI - Numerical implementation of a neural network based material model in finite element analysis JO - Int J Numer Methods Eng VL - 59 UR - https://doi.org/10.1002/nme.905 DO - 10.1002/nme.905 ID - Hashash2004 ER - TY - JOUR AU - Fritzen, F. AU - Kunc, O. PY - 2018 DA - 2018// TI - Two-stage data-driven homogenization for nonlinear solids using a reduced order model JO - Eur J Mech A Solids VL - 69 UR - https://doi.org/10.1016/j.euromechsol.2017.11.007 DO - 10.1016/j.euromechsol.2017.11.007 ID - Fritzen2018 ER - TY - STD TI - Kunc O, Fritzen F. Generation of energy-minimizing point sets on spheres and their application in mesh-free interpolation and differentiation. Adv Comput Math (accepted for publication, Sep. 8, 2019),2019;1–27. ID - ref54 ER - TY - JOUR AU - Wang, K. AU - Sun, W. PY - 2018 DA - 2018// TI - A multiscale multi-permeability poroplasticity model linked by recursive homogenizations and deep learning JO - Comput Methods Appl Mech Eng VL - 334 UR - https://doi.org/10.1016/j.cma.2018.01.036 DO - 10.1016/j.cma.2018.01.036 ID - Wang2018 ER - TY - JOUR AU - Lu, X. AU - Giovanis, D. G. AU - Yvonnet, J. AU - Papadopoulos, V. AU - Detrez, F. AU - Bai, J. PY - 2018 DA - 2018// TI - A data-driven computational homogenization method based on neural networks for the nonlinear anisotropic electrical response of graphene/polymer nanocomposites JO - Comput Mech VL - 64 UR - https://doi.org/10.1007/s00466-018-1643-0 DO - 10.1007/s00466-018-1643-0 ID - Lu2018 ER - TY - JOUR AU - Fritzen, F. AU - Fernández, M. AU - Larsson, F. PY - 2019 DA - 2019// TI - On-the-fly adaptivity for nonlinear twoscale simulations using artificial neural networks and reduced order modeling JO - Front Mater VL - 6 UR - https://doi.org/10.3389/fmats.2019.00075 DO - 10.3389/fmats.2019.00075 ID - Fritzen2019 ER - TY - JOUR AU - Wang, K. AU - Sun, W. PY - 2019 DA - 2019// TI - Meta-modeling game for deriving theory-consistent, microstructure-based traction-separation laws via deep reinforcement learning JO - Comput Methods Appl Mech Eng VL - 346 UR - https://doi.org/10.1016/j.cma.2018.11.026 DO - 10.1016/j.cma.2018.11.026 ID - Wang2019 ER - TY - JOUR AU - Mishin, Y. AU - Farkas, D. AU - Mehl, M. AU - Papaconstantopoulos, D. PY - 1999 DA - 1999// TI - Interatomic potentials for monoatomic metals from experimental data and ab initio calculations JO - Phys Rev B VL - 59 UR - https://doi.org/10.1103/PhysRevB.59.3393 DO - 10.1103/PhysRevB.59.3393 ID - Mishin1999 ER - TY - JOUR AU - Sheppard, D. AU - Terrell, R. AU - Henkelman, G. PY - 2008 DA - 2008// TI - Optimization methods for finding minimum energy paths JO - J Chem Phys VL - 128 UR - https://doi.org/10.1063/1.2841941 DO - 10.1063/1.2841941 ID - Sheppard2008 ER - TY - JOUR AU - Bussi, G. AU - Donadio, D. AU - Parrinello, M. PY - 2007 DA - 2007// TI - Canonical sampling through velocity rescaling JO - J Chem Phys VL - 126 UR - https://doi.org/10.1063/1.2408420 DO - 10.1063/1.2408420 ID - Bussi2007 ER - TY - JOUR AU - Admal, N. C. AU - Tadmor, E. B. PY - 2010 DA - 2010// TI - A unified interpretation of stress in molecular systems JO - J Elast VL - 100 UR - https://doi.org/10.1007/s10659-010-9249-6 DO - 10.1007/s10659-010-9249-6 ID - Admal2010 ER - TY - JOUR AU - Thompson, A. P. AU - Plimpton, S. J. AU - Mattson, W. PY - 2009 DA - 2009// TI - General formulation of pressure and stress tensor for arbitrary many-body interaction potentials under periodic boundary conditions JO - J Chem Phys VL - 131 UR - https://doi.org/10.1063/1.3245303 DO - 10.1063/1.3245303 ID - Thompson2009 ER - TY - JOUR AU - Plimpton, S. PY - 1995 DA - 1995// TI - Fast parallel algorithms for short-range molecular JO - Dynamics VL - 117 UR - https://doi.org/10.1006/jcph.1995.1039 DO - 10.1006/jcph.1995.1039 ID - Plimpton1995 ER - TY - JOUR AU - Stukowski, A. PY - 2010 DA - 2010// TI - Visualization and analysis of atomistic simulation data with OVITO-the Open Visualization Tool JO - Modell Simul Mater Sci Eng VL - 18 UR - https://doi.org/10.1088/0965-0393/18/1/015012 DO - 10.1088/0965-0393/18/1/015012 ID - Stukowski2010 ER - TY - STD TI - Géron A. Neural networks and deep learning, 2019. ID - ref66 ER - TY - STD TI - He K, Zhang X, Ren S, Sun J. Deep residual learning for image recognition. In: Proceedings of the IEEE conference on computer vision and pattern recognition (CVPR). 2016; p. 770–8: https://doi.org/10.1109/CVPR.2016.90. ID - ref67 ER - TY - STD TI - Huang G, Liu Z, Van Der Maaten L, Weinberger KQ. Densely connected convolutional networks. Proceedings of the IEEE conference on computer vision and pattern recognition (CVPR). 2017; p. 2261–9: https://doi.org/10.1109/cvpr.2017.243. ID - ref68 ER - TY - STD TI - Kingma D P, Ba J L. Adam: A method for stochastic optimization. In: 3rd international conference on learning representations, ICLR 2015—conference track proceedings, p. 1–15. 2015. arXiv:1412.6980. UR - http://arxiv.org/abs/1412.6980 ID - ref69 ER - TY - JOUR AU - Jung, S. AU - Ghaboussi, J. PY - 2006 DA - 2006// TI - Neural network constitutive model for rate-dependent materials JO - Comput Struct VL - 84 UR - https://doi.org/10.1016/j.compstruc.2006.02.015 DO - 10.1016/j.compstruc.2006.02.015 ID - Jung2006 ER - TY - JOUR AU - Ahmed, N. AU - Hartmaier, A. PY - 2011 DA - 2011// TI - Mechanisms of grain boundary softening and strain-rate sensitivity in deformation of ultrafine-grained metals at high temperatures JO - Acta Mater VL - 59 UR - https://doi.org/10.1016/j.actamat.2011.03.056 DO - 10.1016/j.actamat.2011.03.056 ID - Ahmed2011 ER - TY - JOUR AU - Li, X. AU - Roth, C. C. AU - Mohr, D. PY - 2019 DA - 2019// TI - Machine-learning based temperature- and rate-dependent plasticity model: application to analysis of fracture experiments on dp steel JO - Int J Plast VL - 118 UR - https://doi.org/10.1016/j.ijplas.2019.02.012 DO - 10.1016/j.ijplas.2019.02.012 ID - Li2019 ER - TY - JOUR AU - Broedling, N. C. AU - Hartmaier, A. AU - Gao, H. PY - 2006 DA - 2006// TI - A combined dislocation–cohesive zone model for fracture in a confined ductile layer JO - Int J Fract VL - 140 UR - https://doi.org/10.1007/s10704-005-6025-x DO - 10.1007/s10704-005-6025-x ID - Broedling2006 ER -