Skip to main content

2015 | OriginalPaper | Buchkapitel

Computer Simulation in Materials Science and Engineering

Definitions, Types, Methods, Implementation, Verification, and Validation

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Computer simulation is described as a comprehensive method for studying materials and materials systems. Computational methods used on different length and time scales for the simulation of materials structures and behavior are described along with process features involved in the implementation, verification, and validation of computer simulations. Computer simulation in the context of integrated computational materials engineering as this relates to the materials genome initiative concept for materials innovation and advanced materials development and deployment is discussed.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Abraham F, Broughton J, Bernstein N, Kaxiras E (1998) Spanning the length scales in dynamic simulation. Comput Phys 12:538–556CrossRef Abraham F, Broughton J, Bernstein N, Kaxiras E (1998) Spanning the length scales in dynamic simulation. Comput Phys 12:538–556CrossRef
Zurück zum Zitat Bathe K (1982) Finite element procedures in engineering analysis. Prentice Hall, Cambridge, UK Bathe K (1982) Finite element procedures in engineering analysis. Prentice Hall, Cambridge, UK
Zurück zum Zitat Benson DJ (1992) Computational methods in Lagrangian and Eulerial hydrocodes. Comp Methods in Appl Mech & Engr 99(2–3):235–394CrossRef Benson DJ (1992) Computational methods in Lagrangian and Eulerial hydrocodes. Comp Methods in Appl Mech & Engr 99(2–3):235–394CrossRef
Zurück zum Zitat Broughton JQ, Abrahams FF, Bernstein N, Kaxiras E (1999) Concurrent coupling of length scales; methodology and applications. Phys Rev B60:2391–2403CrossRef Broughton JQ, Abrahams FF, Bernstein N, Kaxiras E (1999) Concurrent coupling of length scales; methodology and applications. Phys Rev B60:2391–2403CrossRef
Zurück zum Zitat Bulatov VU, Abraham F, Kubin L, Devrince B, Yip S (1998) Connecting atomistic and mesoscale simulations of crystal plasticity. Nature 391:669–672CrossRef Bulatov VU, Abraham F, Kubin L, Devrince B, Yip S (1998) Connecting atomistic and mesoscale simulations of crystal plasticity. Nature 391:669–672CrossRef
Zurück zum Zitat Car R, Parinello M (1985) Unified approach for molecular dynamics and density-functional theory. Phys Rev Lett 55:2471–2474CrossRef Car R, Parinello M (1985) Unified approach for molecular dynamics and density-functional theory. Phys Rev Lett 55:2471–2474CrossRef
Zurück zum Zitat Cao W, Chen S-L, Zhang F, Wu K, Yang Y, Chang YA, Schmid-Fetzer R, Oates WA (2009) PANDAT Software with PanEngine, PanOptimizer and PanPrecipitation for multi-component phase diagram calculation and materials property simulation. CALPHAD Comp Coupling Phase Diagrams Thermochem 33:328–342CrossRef Cao W, Chen S-L, Zhang F, Wu K, Yang Y, Chang YA, Schmid-Fetzer R, Oates WA (2009) PANDAT Software with PanEngine, PanOptimizer and PanPrecipitation for multi-component phase diagram calculation and materials property simulation. CALPHAD Comp Coupling Phase Diagrams Thermochem 33:328–342CrossRef
Zurück zum Zitat Cook RD, Malkus DS, Plesha ME, Witt RJ (2001) Concepts and applications of finite element analysis, 4th edn. Lavoisier SAS, Paris Cook RD, Malkus DS, Plesha ME, Witt RJ (2001) Concepts and applications of finite element analysis, 4th edn. Lavoisier SAS, Paris
Zurück zum Zitat Cundall P, Strack O (1979) A discrete numerical model for granular assemblies. Geotechnique 29:47–65CrossRef Cundall P, Strack O (1979) A discrete numerical model for granular assemblies. Geotechnique 29:47–65CrossRef
Zurück zum Zitat Dantzig JA, Rappaz M (2009) Solidification. CRC Press/Taylor and Francis Group, LLC, Boca RatonCrossRef Dantzig JA, Rappaz M (2009) Solidification. CRC Press/Taylor and Francis Group, LLC, Boca RatonCrossRef
Zurück zum Zitat Daw MS (1988) Model of metallic cohesion: the embedded atom method. Phys Rev B 39:7441–7452CrossRef Daw MS (1988) Model of metallic cohesion: the embedded atom method. Phys Rev B 39:7441–7452CrossRef
Zurück zum Zitat Epstein J (1999) Agent-based computational models and generative social science. Complexity 4(5):41–57CrossRef Epstein J (1999) Agent-based computational models and generative social science. Complexity 4(5):41–57CrossRef
Zurück zum Zitat Grüne-Yanoff T, Weirich P (2010) Philosophy of simulation. Simul Gaming Interdiscipl J 41(1):1–31 Grüne-Yanoff T, Weirich P (2010) Philosophy of simulation. Simul Gaming Interdiscipl J 41(1):1–31
Zurück zum Zitat Hayhurst CJ, Ranson HJ, Gardner DJ, Birnbaum NK (1995) Modeling of microparticle hypervelocity oblique impacts on thick targets. Int J Impact Eng 17:375–386CrossRef Hayhurst CJ, Ranson HJ, Gardner DJ, Birnbaum NK (1995) Modeling of microparticle hypervelocity oblique impacts on thick targets. Int J Impact Eng 17:375–386CrossRef
Zurück zum Zitat Hernandez VS, Murr LE, Anchondo IA (2006) Experimental observations and computer simulations for metallic projectile fragmentation and impact crater development in thick metal targets. Int J Impact Eng 32:1981–1999CrossRef Hernandez VS, Murr LE, Anchondo IA (2006) Experimental observations and computer simulations for metallic projectile fragmentation and impact crater development in thick metal targets. Int J Impact Eng 32:1981–1999CrossRef
Zurück zum Zitat Hoogerbrugge P, Koelman J (1992) Simulating microscopic hydrodynamic phenomena with dissipative particle dynamics. Europhys Lett 19:155–160CrossRef Hoogerbrugge P, Koelman J (1992) Simulating microscopic hydrodynamic phenomena with dissipative particle dynamics. Europhys Lett 19:155–160CrossRef
Zurück zum Zitat Humphreys P, Imbert C (eds) (2010) Models, simulations and representations. Routledge Publishers, London Humphreys P, Imbert C (eds) (2010) Models, simulations and representations. Routledge Publishers, London
Zurück zum Zitat Johnson GR, Cook WH (1983) A constitutive model and data for metals subjected to large strains, high strain rates and temperatures. In: Proceedings of the 7th international symposium. O Ballistics, The Hague Johnson GR, Cook WH (1983) A constitutive model and data for metals subjected to large strains, high strain rates and temperatures. In: Proceedings of the 7th international symposium. O Ballistics, The Hague
Zurück zum Zitat Kadau K, Germann T, Lomdahl P (2004) Large-scale molecular dynamics simulation of 19 billion particles. J Modern Phys C 15:193–201CrossRef Kadau K, Germann T, Lomdahl P (2004) Large-scale molecular dynamics simulation of 19 billion particles. J Modern Phys C 15:193–201CrossRef
Zurück zum Zitat Kosloff R (1988) Time-dependent quantum-mechanical methods for molecular dynamics. J Chem Phys 92:2087–2100CrossRef Kosloff R (1988) Time-dependent quantum-mechanical methods for molecular dynamics. J Chem Phys 92:2087–2100CrossRef
Zurück zum Zitat Le Sar R (2014) Introduction to computational materials science. Cambridge University Press, Cambridge, UK Le Sar R (2014) Introduction to computational materials science. Cambridge University Press, Cambridge, UK
Zurück zum Zitat Liu GR, Liu MB (2003) Smoothed particle hydrodynamics. A meshfree particle method. Scientific, SingaporeCrossRef Liu GR, Liu MB (2003) Smoothed particle hydrodynamics. A meshfree particle method. Scientific, SingaporeCrossRef
Zurück zum Zitat Maitland G, Rigby M, Smith E, Wakeham W (1981) Intermolecular forces – their origins and determination. Clarendon Press, Oxford Maitland G, Rigby M, Smith E, Wakeham W (1981) Intermolecular forces – their origins and determination. Clarendon Press, Oxford
Zurück zum Zitat Nightingale M, Umrigar C (eds) (1999) Quantum Monte Carlo methods in physics and chemistry. Springer, New York Nightingale M, Umrigar C (eds) (1999) Quantum Monte Carlo methods in physics and chemistry. Springer, New York
Zurück zum Zitat Phillips R (2003) Crystals, defects and microstructures – modeling across scales. Cambridge University Press, Cambridge, UK Phillips R (2003) Crystals, defects and microstructures – modeling across scales. Cambridge University Press, Cambridge, UK
Zurück zum Zitat Roy S (2005) Recent advances in numerical methods for fluid dynamics and heat transfer. J Fluid Eng 127(4):629–630CrossRef Roy S (2005) Recent advances in numerical methods for fluid dynamics and heat transfer. J Fluid Eng 127(4):629–630CrossRef
Zurück zum Zitat Saal JA, Kirklin S, Aykol M, Meredig B, Wolverton C (2013) Materials design and discovery with high-throughput density functional theory: the open quantum materials database (OQMD). JOM 65(1):1501–1509CrossRef Saal JA, Kirklin S, Aykol M, Meredig B, Wolverton C (2013) Materials design and discovery with high-throughput density functional theory: the open quantum materials database (OQMD). JOM 65(1):1501–1509CrossRef
Zurück zum Zitat Steinberg DJ, Cochran SG, Guinan MW (1980) A constitutive model for metals applicable at high strain rates. J Appl Phys 51(3):1498–1502CrossRef Steinberg DJ, Cochran SG, Guinan MW (1980) A constitutive model for metals applicable at high strain rates. J Appl Phys 51(3):1498–1502CrossRef
Zurück zum Zitat Steinhauser MO (2008) Computational multiscale modeling of solids and fluids – theory and applications. Springer, Heidelberg Steinhauser MO (2008) Computational multiscale modeling of solids and fluids – theory and applications. Springer, Heidelberg
Zurück zum Zitat Steinhauser MO, Hiermaier S (2009) A review of computational methods in materials sciences: examples from shock-wave and polymer physics. Int J Mol Sci 10:5135–5216CrossRef Steinhauser MO, Hiermaier S (2009) A review of computational methods in materials sciences: examples from shock-wave and polymer physics. Int J Mol Sci 10:5135–5216CrossRef
Zurück zum Zitat Wang Y, Shang S, Chen L-Q, Liu Z-K (2013) Density functional theory-based database development and CALPHAD automation. JOM 65(1):1533–1539CrossRef Wang Y, Shang S, Chen L-Q, Liu Z-K (2013) Density functional theory-based database development and CALPHAD automation. JOM 65(1):1533–1539CrossRef
Zurück zum Zitat Winsberg E (2003) Simulated experiments: methodology for a virtual world. Phil Sci 70:105–125CrossRef Winsberg E (2003) Simulated experiments: methodology for a virtual world. Phil Sci 70:105–125CrossRef
Zurück zum Zitat Winsberg E (2010) Science in the age of computer simulation. The University of Chicago Press, ChicagoCrossRef Winsberg E (2010) Science in the age of computer simulation. The University of Chicago Press, ChicagoCrossRef
Zurück zum Zitat Zerilli FJ, Armstrong RW (1992) The effect of dislocation drag on the stress–strain behavior of fcc metals. Acta Met Mater 40:1803–1809CrossRef Zerilli FJ, Armstrong RW (1992) The effect of dislocation drag on the stress–strain behavior of fcc metals. Acta Met Mater 40:1803–1809CrossRef
Metadaten
Titel
Computer Simulation in Materials Science and Engineering
verfasst von
Lawrence E. Murr
Copyright-Jahr
2015
DOI
https://doi.org/10.1007/978-3-319-01815-7_60

    Marktübersichten

    Die im Laufe eines Jahres in der „adhäsion“ veröffentlichten Marktübersichten helfen Anwendern verschiedenster Branchen, sich einen gezielten Überblick über Lieferantenangebote zu verschaffen.