Julien Berger

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 22

Top Topics

Parameter Estimation

Posterior Distribution

Bayesian Framework

Top Venues

Publications

Julien Berger, Cyrille Allery, Anaïs Machard
Assessing the wall energy efficiency design under climate change using POD reduced order model. CoRR (2022)
Julien Berger, Clemence Legros
Surface transfer coefficients estimation for heat conduction problem using the Bayesian framework. CoRR (2022)
Julien Berger, Benjamin Kadoch
Estimation of the thermal properties of an historic building wall by combining Modal Identification Method and Optimal Experiment Design. CoRR (2021)
Julien Berger, Clemence Legros, Madina Abdykarim
Dimensionless formulation and similarity to assess the main phenomena of heat and mass transfer in building porous material. CoRR (2021)
Ainagul Jumabekova, Julien Berger, Aurélie Foucquier, George S. Dulikravich
Searching an optimal experiment observation sequence to estimate the thermal properties of a multilayer wall under real climate conditions. CoRR (2021)
Ainagul Jumabekova, Julien Berger, Aurélie Foucquier
An efficient sensitivity analysis for energy performance of a building envelope: a continuous derivative based approach. CoRR (2021)
Marie-Hélène Azam, Julien Berger, Sihem Guernouti, Philippe Poullain, Marjorie Musy
Parametric PGD model used with orthogonal polynomials to assess efficiently the building's envelope thermal performance. CoRR (2021)
Julien Berger, Madina Abdykarim
Average reduced model to simulate solutions for heat and mass transfer through porous material. CoRR (2021)
Julien Berger, Suelen Gasparin, Walter Mazuroski, Nathan Mendes
An efficient two-dimensional heat transfer model for building envelopes. CoRR (2021)
Ryan van Dommelen, Julien Berger, Rubaiyet I. Haque, Marco R. Binelli, Gilberto de Freitas Siqueira, André R. Studart, Danick Briand
Fully 3D Printed Mechanical Pressure Sensors: A Comparison of Sensing Mechanisms. IEEE SENSORS (2020)
Suelen Gasparin, Julien Berger, Denys Dutykh, Nathan Mendes
An innovative method to determine optimum insulation thickness based on non-uniform adaptive moving grid. CoRR (2019)
Madina Abdykarim, Julien Berger, Denys Dutykh, Amen Agbossou
An efficient numerical method for a long-term simulation of heat and mass transfer: the case of an insulated rammed earth wall. CoRR (2019)
Julien Berger, Suelen Gasparin, Denys Dutykh, Nathan Mendes
On the comparison of three numerical methods applied to building simulation: finite-differences, RC circuit approximation and a spectral method. CoRR (2019)
Suelen Gasparin, Julien Berger, Denys Dutykh, Nathan Mendes
An adaptive simulation of nonlinear heat and moisture transfer as a boundary value problem. CoRR (2019)
Julien Berger, Denys Dutykh
Evaluation of the reliability of building energy performance models for parameter estimation. CoRR (2019)
Ainagul Jumabekova, Julien Berger, Denys Dutykh, Hervé Le Meur, Aurélie Foucquier, Mickaël Pailha, Christophe Ménézo
An efficient numerical model for liquid water uptake in porous material and its parameter estimation. CoRR (2019)
Suelen Gasparin, Julien Berger, Denys Dutykh, Nathan Mendes
An improved explicit scheme for whole-building hygrothermal simulation. CoRR (2017)
Suelen Gasparin, Julien Berger, Denys Dutykh, Nathan Mendes
Spectral Methods - Part 1: A fast and accurate approach for solving nonlinear diffusive problems. CoRR (2017)
Suelen Gasparin, Julien Berger, Denys Dutykh, Nathan Mendes
Spectral Methods - Part 2: A comparative study of reduced order models for moisture transfer diffusive problems. CoRR (2017)
Suelen Gasparin, Julien Berger, Denys Dutykh, Nathan Mendes
Numerical schemes for the solution of non-linear moisture transfer in porous materials: implicit or explicit? That is the question! CoRR (2017)
Julien Berger, Suelen Gasparin, Denys Dutykh, Nathan Mendes
How to accurately predict moisture front? CoRR (2016)
Julien Berger, Denys Dutykh, Nathan Mendes
On the optimal experimental design for heat and moisture parameter estimation. CoRR (2016)