• Homepage
  • Navigation
  • Search
  • Content
  • Footer
  • Contact
  • Sitemap

Chair of Building Physics

Main Navigation

  • Homepage
  • News & Events
    • To homepage
    • Main menu
    • News & EventsSee overview
    • Upcoming Events
    • Latest Publications
    • News in Research
    • Past Events
      • To homepage
      • News & Events
      • Past EventsSee overview
      • Urban Physics Winter School
        • To homepage
        • Past Events
        • Urban Physics Winter SchoolSee overview
        • UP2015
        • UP2011
      • Physmod 2015
      • COLEB workshop
      • 18th ICNEM
      • "let the wind flow" workshop
      • CrysPoM II
      • Urban Physics Autumn School 2017
      • Display allDisplay less
  • About us
    • To homepage
    • Main menu
    • About usSee overview
    • People
    • How to Find Us
  • Research
    • To homepage
    • Main menu
    • ResearchSee overview
    • Urban Microclimate
      • To homepage
      • Research
      • Urban MicroclimateSee overview
      • Urban Climate Modelling
        • To homepage
        • Urban Microclimate
        • Urban Climate ModellingSee overview
        • Urban climate modelling at regional scale
        • Neighborhood scale urban climate modelling
        • Urban climate modelling at street canyon scale
          • To homepage
          • Urban Climate Modelling
          • Urban climate modelling at street canyon scaleSee overview
          • Urban microclimate model
          • Wind driven rain model
          • Vegetation modelling
          • Link to building energy
        • Coupling of models
      • Experimental facilities
        • To homepage
        • Urban Microclimate
        • Experimental facilitiesSee overview
        • Atmospheric boundary layer wind tunnel
          • To homepage
          • Experimental facilities
          • Atmospheric boundary layer wind tunnelSee overview
          • Street canyon buoyant flow: J. Allegrini
          • Wind flow around 9 staggered cubes: A. Kubilay
          • Coherent structures in urban flow: E. Paterna
          • Buoyant-forced cavity ventilation of BIPV: P. Mirzaei
          • Wind flow through angular oriented buildings: J. Allegrini, B. Lopez
          • Wind flow through trees: L. Manickathan
          • Laminar and turbulent cavity wind flow: M. Immer
          • Urban buoyant flow: M. Vonlanthen
        • Atmospheric boundary layer water tunnel
        • RIM tunnel
        • Wind Driven Rain measurement facility
    • Fluids and Porous Materials
      • To homepage
      • Research
      • Fluids and Porous MaterialsSee overview
      • Sorption
        • To homepage
        • Fluids and Porous Materials
        • SorptionSee overview
        • Sorption investigated with MD
        • Heat of sorption
      • Liquid redistribution
      • Rain droplets in the built environment
      • Granular media
      • Advanced imaging
      • Wicking in textile
      • LB modelling of colloids drying to create nano-porous structures
      • Applications
        • To homepage
        • Fluids and Porous Materials
        • ApplicationsSee overview
        • Hygrothermal and durability behavior of building components
        • Hygrothermal and durability behavior of heritage artefacts
          • To homepage
          • Applications
          • Hygrothermal and durability behavior of heritage artefactsSee overview
          • Moisture behaviour of PEG-treated archaeological oak
        • Drying of fresh fruits
        • Food cold chain
      • Display allDisplay less
    • Buildings and Urban Energy
      • To homepage
      • Research
      • Buildings and Urban EnergySee overview
      • Building and urban energy demand modelling
      • Renewable potential assessment
      • Energy system modelling and optimization
    • Projects
      • To homepage
      • Research
      • ProjectsSee overview
      • SNF - Wind driven rain impact of urban microclimate
      • SNF - Multiphase fluid flow
      • SNF - Nanoscale investigations of water effects on wood S2 layer
      • Past Projects
        • To homepage
        • Projects
        • Past ProjectsSee overview
        • ccem - ideas4cities
        • ccem – SECURE
        • Empa - MAMM
        • ETH- Two-phase flows in flexible porous media
        • ETH – UMEM: Urban Multiscale Energy Modelling
        • ETH - WFSC Coop
        • SNF – Asphalt
        • SNF - Heat removal
        • SNF - NFP IMES
        • SNF – Rain
        • SNF – Sorption Induced Deformations
        • SNS - IBM Colloid
        • SNS - MD Wood
        • SNSF - RePoDH
        • SNSF - Solar drying
        • SCCER - FEEB&D
        • ETH Grant - Neigbourhood resolved climate model
        • ETH Innovedum
        • ETH Grant - Forecasting rural electricity usage
    • Downloads
      • To homepage
      • Research
      • DownloadsSee overview
      • Experimental wind-driven rain database
        • To homepage
        • Downloads
        • Experimental wind-driven rain databaseSee overview
        • Geometry 1
        • Geometry 2
      • Wind-driven rain solver for OpenFOAM
      • Cavity Flow
      • hamFOAM
  • Education(active)
    • To homepage
    • Main menu
    • EducationSee overview
    • Courses
      • To homepage
      • Education
      • CoursesSee overview
      • D-ARCH - Bachelor
      • D-ARCH - Master
      • D-BAUG - Master
      • MIBS - Master of Integrated Building Systems
      • ISTP - Master in Science, Technology and Policy
    • Exams
    • Student thesis and projects
      • To homepage
      • Education
      • Student thesis and projectsSee overview
      • Urban Climate
        • To homepage
        • Student thesis and projects
        • Urban ClimateSee overview
        • 1. Large-scale flow structures across building clusters and the implication for microclimate control
        • 2. Controlling evapotranspiration of greening for better mitigating urban heat island effects
        • 4. Wind driven rain and climate change
        • 5. Aerodynamic effect of vegetation on urban microclimate
        • 6. Machine learning for understanding urban heat island
      • Fluids interaction in porous media
        • To homepage
        • Student thesis and projects
        • Fluids interaction in porous mediaSee overview
        • 4. Predicting two-phase flow properties in random porous geometries with machine learning
    • Documents download
  • Publications
    • To homepage
    • Main menu
    • PublicationsSee overview
    • Jan Carmeliet
      • To homepage
      • Publications
      • Jan CarmelietSee overview
      • Articles
      • Books
      • PhD Thesis
  • Open Positions

Services

  • Student portal
  • Alumni association
  • Staffnet
  • Contact
  • Login

Search

EN

Departments

  • ETH Zurich
  • D-MAVT
  • Chair of Building Physics

Language Selection

  • English

You are here

  • Homepage chevron_right
  • Education chevron_right
  • …
  • Student thesis and projects chevron_right
  • Fluids interaction in porous media

Fluids interaction in porous media

Childpage navigation

  • 4. Predicting two-phase flow properties in random porous geometries with machine learningchevron_right
chevron_right 4. Predicting two-phase flow properties in random porous geometries with machine learning

Additional Information

Related Content

  • chevron_rightUrban Climate
chevron_leftStudent thesis and projects

Footer

Search

Services

  • Student portal
  • Alumni association
  • Staffnet
  • Contact
  • Login

Departments

  • D-ARCH Architecture
  • D-BAUG Civil, Environmental and Geomatic Engineering
  • D-BIOL Biology
  • D-BSSE Biosystems Science and Engineering
  • D-CHAB Chemistry and Applied Biosciences
  • D-EAPS Earth and Planetary Sciences
  • D-GESS Humanities, Social and Political Sciences
  • D-HEST Health Sciences and Technology
  • D-INFK Computer Science
  • D-ITET Information Technology and Electrical Engineering
  • D-MATH Mathematics
  • D-MATL Department of Materials
  • D-MAVT Mechanical and Process Engineering
  • D-MTEC Management, Technology and Economics
  • D-PHYS Physics
  • D-USYS Environmental Systems Science

Table of contents and legal

  • Sitemap
  • Imprint
  • Accessibility Statement
  • Disclaimer & Copyright
  • Privacy Policy
© 2025  Eidgenössische Technische Hochschule Zürich
JavaScript has been disabled in your browser