Sihem Guernouti

Bayesian inference for estimating thermal properties of a historic building wall

Julien Berger, Helcio R. B. Orlande, Nathan Mendes et al. · Building and Environment · 2016 · 53 citations

Built Environment, Engineering, Uncertainty Quantification +8

Identifying urban morphological archetypes for microclimate studies using a clustering approach

Mitali Yeshwant Joshi, Auline Rodler, Marjorie Musy et al. · Building and Environment · 2022 · 52 citations · Full text

Urban Geography, Clustering Approach, Data Science +10

Factors governing the development of moisture disorders for integration into building performance simulation

Julien Berger, Sihem Guernouti, Monika Woloszyn et al. · Journal of Building Engineering · 2015 · 48 citations

Built Environment, Building Performance Simulation, Building Performance +9

Thermal behaviour of a building in its environment: Modelling, experimentation, and comparison

Auline Rodler, Sihem Guernouti, Marjorie Musy et al. · Energy and Buildings · 2018 · 34 citations · Full text

Built Environment, Engineering, Thermal Behaviour +12

Bayesian inference method for in situ thermal conductivity and heat capacity identification: Comparison to ISO standard

Auline Rodler, Sihem Guernouti, Marjorie Musy · Construction and Building Materials · 2018 · 28 citations

Bayesian Statistics, Engineering, Situ Thermal Conductivity +14