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Median Filters for Multiphase Interfacial Motions
Median Filters for Multiphase Interfacial Motions
Median Filters for Multiphase Interfacial Motions

상세정보

자료유형  
 학위논문 서양
최종처리일시  
20260202105221
ISBN  
9798291566237
DDC  
510
저자명  
Guo, Jiajia.
서명/저자  
Median Filters for Multiphase Interfacial Motions
발행사항  
[Sl] : University of Michigan, 2025
발행사항  
Ann Arbor : ProQuest Dissertations & Theses, 2025
형태사항  
127 p
주기사항  
Source: Dissertations Abstracts International, Volume: 87-02, Section: B.
주기사항  
Advisor: Esedoḡlu, Selim;Shahani, Ashwin J.
학위논문주기  
Thesis (Ph.D.)--University of Michigan, 2025.
초록/해제  
요약In this thesis, we investigate and enhance two types of algorithms-threshold dynamics and level set methods-for simulating the mean curvature motion of interface networks under varying surface tensions and mobility conditions. This motion can be understood as an L2 gradient descent of an energy functional, where the "area" of interfaces is weighted by functions that depend on surface tensions. Our ultimate objective is to develop robust and efficient algorithms to simulate these interfacial dynamics effectively.The core contribution of this thesis is the establishment of a precise connection between median filter (sorting-based) level set schemes and threshold dynamics. This connection facilitates the development of level set methods informed by recent advances in threshold dynamics, enabling simulation of the mean curvature motion of interface networks under varying surface tension and mobility conditions. We then extend these median filters to an anisotropic wetting/dewetting scenario where one of the three phases remains stationary while triple junctions form at their intersections. This scenario serves as a testbed for examining complex triple junction conditions due to anisotropy. Numerical evidence supports the correct angle condition at these junctions, encouraging further exploration into fully anisotropic multiphase flow dynamics.Additionally, building on this connection between level set methods and threshold dynamics, we develop a median filter scheme that is second-order accurate in time and monotone, ensuring convergence to viscosity solutions within established theoretical frameworks.
일반주제명  
Mathematics
일반주제명  
Applied mathematics
일반주제명  
Computational physics
키워드  
Median filters
키워드  
Threshold dynamics
키워드  
Level set methods
키워드  
Monotone scheme
키워드  
Multiphase interfacial motions
키워드  
High order
기타저자  
University of Michigan Applied and Interdisciplinary Mathematics
기본자료저록  
Dissertations Abstracts International. 87-02B.
전자적 위치 및 접속  
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MARC

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■1001  ▼aGuo,  Jiajia.
■24510▼aMedian  Filters  for  Multiphase  Interfacial  Motions
■260    ▼a[Sl]▼bUniversity  of  Michigan▼c2025
■260  1▼aAnn  Arbor▼bProQuest  Dissertations  &  Theses▼c2025
■300    ▼a127  p
■500    ▼aSource:  Dissertations  Abstracts  International,  Volume:  87-02,  Section:  B.
■500    ▼aAdvisor:  Esedoḡlu,  Selim;Shahani,  Ashwin  J.
■5021  ▼aThesis  (Ph.D.)--University  of  Michigan,  2025.
■520    ▼aIn  this  thesis,  we  investigate  and  enhance  two  types  of  algorithms-threshold  dynamics  and  level  set  methods-for  simulating  the  mean  curvature  motion  of  interface  networks  under  varying  surface  tensions  and  mobility  conditions.  This  motion  can  be  understood  as  an  L2  gradient  descent  of  an  energy  functional,  where  the  "area"  of  interfaces  is  weighted  by  functions  that  depend  on  surface  tensions.  Our  ultimate  objective  is  to  develop  robust  and  efficient  algorithms  to  simulate  these  interfacial  dynamics  effectively.The  core  contribution  of  this  thesis  is  the  establishment  of  a  precise  connection  between  median  filter  (sorting-based)  level  set  schemes  and  threshold  dynamics.  This  connection  facilitates  the  development  of  level  set  methods  informed  by  recent  advances  in  threshold  dynamics,  enabling  simulation  of  the  mean  curvature  motion  of  interface  networks  under  varying  surface  tension  and  mobility  conditions.  We  then  extend  these  median  filters  to  an  anisotropic  wetting/dewetting  scenario  where  one  of  the  three  phases  remains  stationary  while  triple  junctions  form  at  their  intersections.  This  scenario  serves  as  a  testbed  for  examining  complex  triple  junction  conditions  due  to  anisotropy.  Numerical  evidence  supports  the  correct  angle  condition  at  these  junctions,  encouraging  further  exploration  into  fully  anisotropic  multiphase  flow  dynamics.Additionally,  building  on  this  connection  between  level  set  methods  and  threshold  dynamics,  we  develop  a  median  filter  scheme  that  is  second-order  accurate  in  time  and  monotone,  ensuring  convergence  to  viscosity  solutions  within  established  theoretical  frameworks.
■590    ▼aSchool  code:  0127.
■650  4▼aMathematics
■650  4▼aApplied  mathematics
■650  4▼aComputational  physics
■653    ▼aMedian  filters
■653    ▼aThreshold  dynamics
■653    ▼aLevel  set  methods
■653    ▼aMonotone  scheme
■653    ▼aMultiphase  interfacial  motions
■653    ▼aHigh  order
■690    ▼a0405
■690    ▼a0216
■690    ▼a0364
■71020▼aUniversity  of  Michigan▼bApplied  and  Interdisciplinary  Mathematics.
■7730  ▼tDissertations  Abstracts  International▼g87-02B.
■790    ▼a0127
■791    ▼aPh.D.
■792    ▼a2025
■793    ▼aEnglish
■85640▼uhttp://www.riss.kr/pdu/ddodLink.do?id=T17359829▼nKERIS▼z이  자료의  원문은  한국교육학술정보원에서  제공합니다.

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