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Materials Design With Molecular Dynamics: Novel Properties in Martensitic Alloys Through Free Energy Landscape Engineering

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서명/저자사항Materials Design With Molecular Dynamics: Novel Properties in Martensitic Alloys Through Free Energy Landscape Engineering.
개인저자Reeve, Samuel Temple.
단체저자명Purdue University. Materials Engineering.
발행사항[S.l.]: Purdue University., 2018.
발행사항Ann Arbor: ProQuest Dissertations & Theses, 2018.
형태사항176 p.
기본자료 저록Dissertation Abstracts International 80-01B(E).
Dissertation Abstract International
ISBN9780438368934
학위논문주기Thesis (Ph.D.)--Purdue University, 2018.
일반주기 Source: Dissertation Abstracts International, Volume: 80-01(E), Section: B.
Adviser: Alejandro Strachan.
요약Novel properties in martensitic alloys are predicted using molecular dynamics (MD) simulations, the uncertainty from input models in MD is explored and quantified, and new data infrastructure for MD is developed.
요약The possible regimes of material properties are extended through free energy landscape engineering (FELE), where coherent, epitaxial integration of two materials at the nanoscale can result in metamaterials with fundamentally different behavior.
요약Beginning from simpler models, functional uncertainty quantification (FunUQ) is developed to directly address the errors between multiple interatomic models. Functional derivatives describe the sensitivity to local changes to the input function
요약Improvements for community use of MD simulations is finally presented through use of the nanoHUB online collaboration and cloud computing platform to improve a growing materials data infrastructure (MDI). Tools which introduce unfamiliar users t
요약To conclude, future possibilities and challenges with FELE are considered within martensitic materials and beyond, extension of FunUQ to complex interatomic models and applicability to other materials modeling is examined, and new directions in
일반주제명Materials science.
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