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OpenAlex: !!python/object/new:pyalex.api.Topic
{
   dictitems:
  "id": "https://openalex.org/T13049",
    cited_by_count: 270879
   "display_name": "Characterization of Surface Roughness in Optical Components",
    created_date: '2024-01-23'
  "description": "This cluster of papers focuses on the characterization and measurement of surface roughness in optical components, utilizing techniques such as fractal analysis, machine vision, scattering theory, and thin film analysis. The research covers topics such as surface roughness measurement, power spectral density analysis, micromorphology characterization, and the application of image processing for evaluating surface roughness.",
    description: This cluster of papers focuses on the characterization and measurement
  "keywords": [
      of surface roughness in optical components, utilizing techniques such as fractal
     "Surface Characterization",
      analysis, machine vision, scattering theory, and thin film analysis. The research
    "Roughness Measurement",
      covers topics such as surface roughness measurement, power spectral density
    "Optical Components",
      analysis, micromorphology characterization, and the application of image processing
    "Fractal Analysis",
      for evaluating surface roughness.
    "Machine Vision",
     display_name: Characterization of Surface Roughness in Optical Components
    "Scattering Theory",
     domain:
    "Thin Film Analysis",
      display_name: Physical Sciences
    "Micromorphology",
      id: https://openalex.org/domains/3
    "Power Spectral Density",
     field:
     "Image Processing"
      display_name: Engineering
  ],
      id: https://openalex.org/fields/22
  "ids": {
     id: https://openalex.org/T13049
    "openalex": "https://openalex.org/T13049",
     ids:
     "wikipedia": "https://en.wikipedia.org/wiki/Surface_roughness"
      openalex: https://openalex.org/T13049
  },
      wikipedia: https://en.wikipedia.org/wiki/Surface_roughness
  "subfield": {
     keywords:
     "id": "https://openalex.org/subfields/2206",
    - Surface Characterization
     "display_name": "Computational Mechanics"
    - Roughness Measurement
  },
     - Optical Components
  "field": {
    - Fractal Analysis
    "id": "https://openalex.org/fields/22",
    - Machine Vision
    "display_name": "Engineering"
    - Scattering Theory
  },
    - Thin Film Analysis
  "domain": {
    - Micromorphology
    "id": "https://openalex.org/domains/3",
    - Power Spectral Density
     "display_name": "Physical Sciences"
    - Image Processing
  },
    siblings:
  "siblings": [
    - display_name: Adaptive Filtering in Non-Gaussian Signal Processing
     {
       id: https://openalex.org/T11233
      "id": "https://openalex.org/T11233",
    - display_name: Analysis of Three-Dimensional Shape Structures
      "display_name": "Adaptive Filtering in Non-Gaussian Signal Processing"
       id: https://openalex.org/T10719
    },
    - display_name: Application of Extension Theory in Engineering and Innovation
    {
       id: https://openalex.org/T14262
       "id": "https://openalex.org/T10719",
    - display_name: Application of Morphological Analysis in Science and Technology
      "display_name": "Analysis of Three-Dimensional Shape Structures"
       id: https://openalex.org/T13307
    },
    - display_name: Computational Fluid Dynamics
    {
       id: https://openalex.org/T10173
       "id": "https://openalex.org/T14262",
    - display_name: Dynamics and Stability of Thin Liquid Films
      "display_name": "Application of Extension Theory in Engineering and Innovation"
       id: https://openalex.org/T12141
    },
    - display_name: Dynamics of Drop Impact on Surfaces
    {
       id: https://openalex.org/T11382
       "id": "https://openalex.org/T13307",
    - display_name: Dynamics of Granular Flow Systems
      "display_name": "Application of Morphological Analysis in Science and Technology"
       id: https://openalex.org/T10615
    },
    - display_name: Dynamics of Turbulent Combustion Systems
    {
       id: https://openalex.org/T10553
       "id": "https://openalex.org/T10173",
    - display_name: Femtosecond Laser Micromachining in Transparent Materials
      "display_name": "Computational Fluid Dynamics"
       id: https://openalex.org/T10732
    },
    - display_name: Finite Element Methods for Fluid-Structure Interaction
    {
       id: https://openalex.org/T10339
       "id": "https://openalex.org/T12141",
    - display_name: Fluid Dynamics and Engineering Applications
      "display_name": "Dynamics and Stability of Thin Liquid Films"
       id: https://openalex.org/T12565
    },
    - display_name: Fundamentals of Fluid Dynamics and Mechanics
    {
       id: https://openalex.org/T13951
       "id": "https://openalex.org/T11382",
    - display_name: Fundamentals of Heat Transfer and Numerical Methods
      "display_name": "Dynamics of Drop Impact on Surfaces"
       id: https://openalex.org/T13116
    },
    - display_name: Heat Transfer in Porous Media and Packed Beds
    {
       id: https://openalex.org/T12063
       "id": "https://openalex.org/T10615",
    - display_name: Heat Transfer to Supercritical Fluids in Channels
      "display_name": "Dynamics of Granular Flow Systems"
       id: https://openalex.org/T12567
    },
    - display_name: Inverse Radiative Heat Transfer Analysis
    {
       id: https://openalex.org/T12304
       "id": "https://openalex.org/T10553",
    - display_name: Ion Beam Surface Analysis and Nanoscale Patterning
      "display_name": "Dynamics of Turbulent Combustion Systems"
       id: https://openalex.org/T12166
    },
    - display_name: Isogeometric Analysis in Computational Engineering
    {
       id: https://openalex.org/T11245
       "id": "https://openalex.org/T10732",
    - display_name: Lattice Boltzmann Method for Complex Flows
      "display_name": "Femtosecond Laser Micromachining in Transparent Materials"
       id: https://openalex.org/T11751
    },
    - display_name: Modeling and Analysis of Laser Forming Process
    {
       id: https://openalex.org/T13965
       "id": "https://openalex.org/T10339",
    - display_name: Modeling and Optimization of Cyclone Separators
      "display_name": "Finite Element Methods for Fluid-Structure Interaction"
       id: https://openalex.org/T12540
    },
    - display_name: Multidisciplinary Research in Science and Technology
    {
       id: https://openalex.org/T14252
       "id": "https://openalex.org/T12565",
    - display_name: Optical 3D Laser Measurement Systems Optimization
      "display_name": "Fluid Dynamics and Engineering Applications"
       id: https://openalex.org/T14163
    },
    - display_name: Smoothed Particle Hydrodynamics in Fluid Dynamics
    {
       id: https://openalex.org/T11694
       "id": "https://openalex.org/T13951",
    - display_name: Theory and Applications of Compressed Sensing
      "display_name": "Fundamentals of Fluid Dynamics and Mechanics"
       id: https://openalex.org/T10500
    },
    - display_name: Thermophoresis and Thermodiffusion Studies
    {
       id: https://openalex.org/T12850
       "id": "https://openalex.org/T13116",
    - display_name: Turbulent Flows and Vortex Dynamics
      "display_name": "Fundamentals of Heat Transfer and Numerical Methods"
       id: https://openalex.org/T10360
    },
    - display_name: Vortex-Induced Vibrations in Fluid Flow
    {
      id: https://openalex.org/T11254
       "id": "https://openalex.org/T12063",
    subfield:
      "display_name": "Heat Transfer in Porous Media and Packed Beds"
      display_name: Computational Mechanics
    },
      id: https://openalex.org/subfields/2206
    {
    updated_date: '2024-05-20T05:05:54.259927'
       "id": "https://openalex.org/T12567",
    works_count: 43002
      "display_name": "Heat Transfer to Supercritical Fluids in Channels"
    },
    {
       "id": "https://openalex.org/T12304",
      "display_name": "Inverse Radiative Heat Transfer Analysis"
    },
    {
       "id": "https://openalex.org/T12166",
      "display_name": "Ion Beam Surface Analysis and Nanoscale Patterning"
    },
    {
       "id": "https://openalex.org/T11245",
      "display_name": "Isogeometric Analysis in Computational Engineering"
    },
    {
       "id": "https://openalex.org/T11751",
      "display_name": "Lattice Boltzmann Method for Complex Flows"
    },
    {
       "id": "https://openalex.org/T13965",
      "display_name": "Modeling and Analysis of Laser Forming Process"
    },
    {
       "id": "https://openalex.org/T12540",
      "display_name": "Modeling and Optimization of Cyclone Separators"
    },
    {
       "id": "https://openalex.org/T14252",
      "display_name": "Multidisciplinary Research in Science and Technology"
    },
    {
       "id": "https://openalex.org/T14163",
      "display_name": "Optical 3D Laser Measurement Systems Optimization"
    },
    {
       "id": "https://openalex.org/T11694",
      "display_name": "Smoothed Particle Hydrodynamics in Fluid Dynamics"
    },
    {
       "id": "https://openalex.org/T10500",
      "display_name": "Theory and Applications of Compressed Sensing"
    },
    {
       "id": "https://openalex.org/T12850",
      "display_name": "Thermophoresis and Thermodiffusion Studies"
    },
    {
       "id": "https://openalex.org/T10360",
      "display_name": "Turbulent Flows and Vortex Dynamics"
    },
    {
       "id": "https://openalex.org/T11254",
      "display_name": "Vortex-Induced Vibrations in Fluid Flow"
    }
  ],
  "works_count": 43475,
  "cited_by_count": 309056,
  "updated_date": "2024-08-26T05:51:21.150685",
  "created_date": "2024-01-23"
}
Retrieved from "https://geokb.wikibase.cloud/wiki/Special:MobileDiff/1126838"