Predictive Simulations of Materials and Devices with Quantified Uncertainties

By Alejandro Strachan

Materials Engineering, Purdue University, West Lafayette, IN

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Researchers should cite this work as follows:

  • Alejandro Strachan (2016), "Predictive Simulations of Materials and Devices with Quantified Uncertainties," https://nanohub.org/resources/22154.

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WTHR 201, Purdue University, West Lafayette, IN

Tags

  1. uncertainty quantification (UQ)
Predictive Simulations of Materials and Devices with Quantified Uncertainties
  • Predictive simulations of materials and devices with quantified uncertainties 1. Predictive simulations of mate… 0
    00:00/00:00
  • Multiscale modeling of materials 2. Multiscale modeling of materia… 39.039039039039039
    00:00/00:00
  • Application areas of interest 3. Application areas of interest 182.38238238238239
    00:00/00:00
  • NNSA PSAAP Center: PRISM 4. NNSA PSAAP Center: PRISM 252.65265265265265
    00:00/00:00
  • RF-MEMS and quantities of interest 5. RF-MEMS and quantities of inte… 413.88054721388056
    00:00/00:00
  • Physics & failure in RF-MEMS 6. Physics & failure in RF-MEMS 532.19886553219885
    00:00/00:00
  • Multi-physics, multiscale network 7. Multi-physics, multiscale netw… 635.73573573573572
    00:00/00:00
  • The physics of release voltage 8. The physics of release voltage 733.40006673340008
    00:00/00:00
  • Dielectric charging 9. Dielectric charging 847.21388054721388
    00:00/00:00
  • Multiscale modeling approach 10. Multiscale modeling approach 981.31464798131469
    00:00/00:00
  • Atomic structures of the amorphous dielectrics 11. Atomic structures of the amorp… 1008.4084084084085
    00:00/00:00
  • Property distributions & model form uncertainty 12. Property distributions & model… 1272.339005672339
    00:00/00:00
  • Point defect identification & characterization 13. Point defect identification & … 1398.2315648982317
    00:00/00:00
  • First principles predictions of defect energy levels 14. First principles predictions o… 1436.7367367367367
    00:00/00:00
  • Trap-level distribution in Si3N4 15. Trap-level distribution in Si3… 1615.7824491157826
    00:00/00:00
  • Trap-level distribution in Si3N4 16. Trap-level distribution in Si3… 1703.6369703036371
    00:00/00:00
  • Mesoscale contact mechanics model 17. Mesoscale contact mechanics mo… 1878.0780780780781
    00:00/00:00
  • Multi-physics, multiscale network 18. Multi-physics, multiscale netw… 1906.4731398064732
    00:00/00:00
  • Multiscale, multiphysics w/ quantified uncertainties 19. Multiscale, multiphysics w/ qu… 1920.3203203203204
    00:00/00:00
  • Sensitivity analysis: from atomistic to device 20. Sensitivity analysis: from ato… 2042.8094761428094
    00:00/00:00
  • Validation of dielectric charging model 21. Validation of dielectric charg… 2105.9726393059727
    00:00/00:00
  • Nanoelectronics: electrometallization cells 22. Nanoelectronics: electrometall… 2107.8078078078079
    00:00/00:00
  • Atomic simulations of eletrometallization 23. Atomic simulations of eletrome… 2222.5225225225226
    00:00/00:00
  • Atomic simulations of eletrometallization 24. Atomic simulations of eletrome… 2282.4491157824491
    00:00/00:00
  • Atomic processes of switching 25. Atomic processes of switching 2345.6122789456122
    00:00/00:00
  • Mechanism of switching 26. Mechanism of switching 2349.0824157490824
    00:00/00:00
  • Switching times and filament stability 27. Switching times and filament s… 2406.2729396062732
    00:00/00:00
  • High energy density materials 28. High energy density materials 2443.51017684351
    00:00/00:00
  • Chemical reactions in condensed phases: RDX 29. Chemical reactions in condense… 2513.48014681348
    00:00/00:00
  • Large-scale reactive MD simulations 30. Large-scale reactive MD simula… 2544.6112779446112
    00:00/00:00
  • Chemical reactions in RDX 31. Chemical reactions in RDX 2573.1398064731397
    00:00/00:00
  • Role of pore size 32. Role of pore size 2599.3326659993327
    00:00/00:00
  • Non-equilibrium chemical reactions 33. Non-equilibrium chemical react… 2711.2445779112445
    00:00/00:00
  • Response to electromagetic fields 34. Response to electromagetic fie… 2780.1134467801135
    00:00/00:00
  • Response to electromagetic fields 35. Response to electromagetic fie… 2783.3833833833837
    00:00/00:00
  • Response to electromagetic fields 36. Response to electromagetic fie… 2785.8191524858194
    00:00/00:00
  • Predictive science of materials 37. Predictive science of material… 2786.5532198865535
    00:00/00:00
  • Thanks 38. Thanks 2788.0213546880213
    00:00/00:00
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