Hans Janssen

发表

Using convolutional neural networks for hygrothermal predictions to extrapolate to other external climates

Astrid Tijskens, Hans Janssen, Staf Roels, 2020, E3S Web of Conferences.

Neural networks to predict the hygrothermal response of building components in a probabilistic framework

Staf Roels, Astrid Tijskens, Hans Janssen, 2018 .

The application of computed tomography for characterizing the pore structure of building materials

Hans Janssen, Steven Claes, Wouter Van De Walle, 2020, Journal of Building Physics.

Annex 55, Reliability of Energy Efficient Building Retrofitting - Probability Assessment of Performance and Cost, (RAP-RETRO): Probabilistic Tools

Staf Roels, Carl-Eric Hagentoft, Payel Das, 2015 .

Quasi-Monte Carlo based uncertainty analysis: Sampling efficiency and error estimation in engineering applications

Dirk Nuyens, Staf Roels, Hans Janssen, 2019, Reliab. Eng. Syst. Saf..

Optimising Convolutional Neural Networks to Predict the Hygrothermal Performance of Building Components

Staf Roels, Astrid Tijskens, Hans Janssen, 2019, Energies.

Explainable deep convolutional learning for intuitive model development by non–machine learning domain experts

Johan A. K. Suykens, Sundaravelpandian Singaravel, Philipp Geyer, 2020, Design Science.

IEA Annex 41 whole building heat, air, moisture response: Closing seminar, Nordic Building Physics Conference

Hugo Hens, Carsten Rode, Hans Janssen, 2008 .

Predicting the hygrothermal behaviour of building components using neural networks

Staf Roels, Astrid Tijskens, Hans Janssen, 2019 .

Hygrothermal assessment of timber frame walls using a convolutional neural network

Staf Roels, Astrid Tijskens, Hans Janssen, 2021 .

Hygric buffering capacities of uncoated and coated gypsum board

Jan Carmeliet, Staf Roels, Jfl Jan Diepens, 2005 .

Moisture transfer across the interface between brick and mortar joint

Hans Janssen, Hannelore Derluyn, Peter Moonen, 2008 .

Wind-driven rain as a boundary condition for HAM simulations: Analysis of simplified modelling approaches

Jan Carmeliet, Staf Roels, Bje Bert Blocken, 2007 .

Impact, absorption and evaporation of raindrops on building facades

Staf Roels, Masaru Abuku, Hans Janssen, 2009 .

Gypsum efflorescence on clay brick masonry: Field survey and literature study

Jan Elsen, Hans Janssen, Jelena Todorović, 2014 .

State of the art on historic building insulation materials and retrofit strategies

Dagnija Blumberga, Ruut Hannele Peuhkuri, Andra Blumberga, 2016 .

Can books and textiles help in controlling the indoor relative humidity

Dominique Derome, Hans Janssen, Hannelore Derluyn, 2007 .

Validation of a coupled heat, vapour and liquid moisture transport model for porous materials implemented in CFD

Arnold Janssens, Marijke Steeman, M. Van Belleghem, 2014 .

AN ONSET TO WHOLE BUILDING HYGROTHERMAL MODELLING UNDER WIND-DRIVEN RAIN LOADS

Staf Roels, Masaru Abuku, Hans Janssen, 2009 .

In situ determination of the moisture buffer potential of room enclosures

Staf Roels, Evy Vereecken, Hans Janssen, 2011 .

Adaptive Kronrod–Patterson integration of non‐linear finite element matrices

Hans Janssen, H. Janssen, 2010 .

Hygroscopic Behavior of Paper and Books

Dominique Derome, Hans Janssen, Hannelore Derluyn, 2007 .

Validation of a 3D Pore Scale Prediction Model for the Thermal Conductivity of Porous Building Materials

Wouter Van De Walle, Hans Janssen, H. Janssen, 2017, Proceedings of the Thirty-third International Thermal Conductivity Conference and Proceedings of the Twenty-first International Thermal Expansion Symposium.

Modeling of the Hygrothermal Interactions between the Indoor Environment and the Building Envelope

Carsten Rode, Morten Hjorslev Hansen, Hans Janssen, 2010 .

CONSERVATIVE MODELLING OF THE MOISTURE AND HEAT TRANSFER IN BUILDING COMPONENTS UNDER ATMOSPHERIC EXCITATION

Jan Carmeliet, Bje Bert Blocken, Hans Janssen, 2007 .

Influence of the Convective Surface Transfer Coefficients on the Heat, Air, and Moisture (HAM) Building Performance

Carsten Rode, Hans Janssen, Paul Wilhelmus Maria Hermanus Steskens, 2009 .

Final report of the IEA Annex 41 Whole Building Heat Air and Moisture response - Subtask 4: Applications – Indoor climate, energy, durability

Hans Janssen, 2008 .

Impact of wind-driven rain on historic brick wall buildings in a moderately cold and humid climate: Numerical analyses of mould growth risk, indoor climate and energy consumption

Staf Roels, Masaru Abuku, Hans Janssen, 2009 .

The dependable characterisation of the moisture buffer potential of interior elements

Staf Roels, Hans Janssen, 2008 .

The Influence of Soil Moisture in the Unsaturated Zone on the Heat Loss from Buildings via the Ground

Jan Carmeliet, Hugo Hens, Hans Janssen, 2002 .

Hysteresis and moisture buffering of wood

Jan Carmeliet, Hans Janssen, J. Carmeliet, 2005 .

Characterization of fracture patterns and hygric properties for moisture flow modelling in cracked concrete

Monika Woloszyn, Carsten Rode, Jean-Jacques Roux, 2012 .

Quasi-Monte-Carlo-based probabilistic assessment of wall heat loss

Dirk Nuyens, Staf Roels, Hans Janssen, 2017 .

Inverse hygric property determination based on dynamic measurements and swarm-intelligence optimisers

Staf Roels, Evy Vereecken, Hans Janssen, 2018 .

On the modelling of runoff of driving rain on a capillary active surface

Jan Carmeliet, Bert Blocken, Hans Janssen, 2002 .

An improved moisture diffusivity model for porous building materials

Hans Janssen, Jan Carmeliet, Hannelore Derluyn, 2007 .

Experimental study of dynamic effects in moisture transfer in building materials

Hans Janssen, Rudolf Plagge, Gregor Albrecht Scheffler, 2016 .