Patrick Lauer
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View article: Inverse modelling of pyrolization kinetics with ensemble learning methods
Inverse modelling of pyrolization kinetics with ensemble learning methods Open
To simulate fire spread, especially the pyrolysis process – the thermal decomposition of a solid material – must be predicted. Yet, needed material dependent reaction kinetic parameters cannot be directly measured. Common methods infer the…
View article: Training data set for inverse pyrolysis machine learning
Training data set for inverse pyrolysis machine learning Open
For dataset description see https://doi.org/10.5281/zenodo.6606247
View article: Training data set for inverse pyrolysis machine learning
Training data set for inverse pyrolysis machine learning Open
For dataset description see https://doi.org/10.5281/zenodo.6606247
View article: Pyrolysis Model Data Set Contribution for the MaCFP Workshop April 2021 - Dataset
Pyrolysis Model Data Set Contribution for the MaCFP Workshop April 2021 - Dataset Open
This is a contribution of material parameters for pyolysis modelling, to the MaCFP Workshop in April 2021. This repository contains the input files for the inverse modelling process (IMP), the data bases with the IMP results, the analysis …
View article: Pyrolysis Model Data Set Contribution for the MaCFP Workshop April 2021 - Dataset
Pyrolysis Model Data Set Contribution for the MaCFP Workshop April 2021 - Dataset Open
This is a contribution of material parameters for pyolysis modelling, to the MaCFP Workshop in April 2021. This repository contains the input files for the inverse modelling process (IMP), the data bases with the IMP results, the analysis …
View article: Pyrolysis Model Data Set Contribution for the MaCFP Workshop April 2021 - Dataset
Pyrolysis Model Data Set Contribution for the MaCFP Workshop April 2021 - Dataset Open
This is a contribution of material parameters for pyolysis modelling, to the MaCFP Workshop in April 2021. This repository contains the input files for the inverse modelling process (IMP), the data bases with the IMP results, the analysis …
View article: Pyrolysis Model Data Set Contribution for the MaCFP Workshop April 2021 - Dataset
Pyrolysis Model Data Set Contribution for the MaCFP Workshop April 2021 - Dataset Open
This is a contribution of material parameters for pyolysis modelling, to the MaCFP Workshop in April 2021. This repository contains the input files for the inverse modelling process (IMP), the data bases with the IMP results, the analysis …
View article: FireDynamics/propti: Bug fixes
FireDynamics/propti: Bug fixes Open
PROPTI is an interface tool that couples simulation models with algorithms to solve the inverse problem of material parameter estimation in a modular way. It is designed with flexibility in mind and can communicate with arbitrary algorithm…
View article: thouska/spotpy: v.1.5.14
thouska/spotpy: v.1.5.14 Open
Relase Notes New algorithm NSGAii [#246] Bugfix in generalizedLikelihoodFunction [#257] Bugfix in pickle file of sceua [#258] New documentation slides [#259]
View article: Role of the Cost Function for Material Parameter Estimation - Data Set
Role of the Cost Function for Material Parameter Estimation - Data Set Open
Dataset for the contribution "Role of the Cost Function for Material Parameter Determination" to the "Fire and Evacuation Modeling Technical Conference" (FEMTC) 2020. It contains: the complete data of each IMP run, simulations of the best …
View article: Role of the Cost Function for Material Parameter Estimation - Data Set
Role of the Cost Function for Material Parameter Estimation - Data Set Open
################################################################################################## Attention: We found an error in our optimisation template, related to the results that are provided in figure 2. We are working on fixing th…
View article: Role of the Cost Function for Material Parameter Estimation - Data Set
Role of the Cost Function for Material Parameter Estimation - Data Set Open
################################################################################################## Attention: We found an error in our optimisation template, related to the results that are provided in figure 2. We are working on fixing th…
View article: Application Cases of Inverse Modelling with the PROPTI Framework - Data Set
Application Cases of Inverse Modelling with the PROPTI Framework - Data Set Open
Contents Set of simulation data, supplementary for a paper submitted to (published: 15 June 2019) the Fire Safety Journal, with the title "Application Cases of Inverse Modelling with the PROPTI Framework". See also our project at ResearchG…
View article: Application Cases of Inverse Modelling with the PROPTI Framework - Data Set
Application Cases of Inverse Modelling with the PROPTI Framework - Data Set Open
Contents Set of simulation data, supplementary for a paper submitted to (published: 15 June 2019) the Fire Safety Journal, with the title "Application Cases of Inverse Modelling with the PROPTI Framework". See also our project at ResearchG…
View article: Application Cases of Inverse Modelling with the PROPTI Framework - Data Set
Application Cases of Inverse Modelling with the PROPTI Framework - Data Set Open
Contents Set of simulation data, supplementary for a paper submitted to the Fire Safety Journal, with the title "Application Cases of Inverse Modelling with the PROPTI Framework". This repository contains the complete input data for each I…
View article: PROPTI - An Generalised Inverse Modelling Framework - Data Set
PROPTI - An Generalised Inverse Modelling Framework - Data Set Open
Contents Data set supplementary to the conference paper "PROPTI - A Generalised Inverse Modelling Framework", presented at the 3rd European Symposium on Fire Safety Science, ESFSS 2018 in Nancy, France. Technical Information Each ZIP archi…
View article: PROPTI - An Generalised Inverse Modelling Framework - Data Set
PROPTI - An Generalised Inverse Modelling Framework - Data Set Open
Contents Data set supplementary to the conference paper "PROPTI - A Generalised Inverse Modelling Framework", presented at the 3rd European Symposium on Fire Safety Science, ESFSS 2018 in Nancy, France. Technical Information Each ZIP archi…
View article: PROPTI – A Generalised Inverse Modelling Framework
PROPTI – A Generalised Inverse Modelling Framework Open
Simulation of pyrolysis involves the knowledge of reaction kinetics and thermo-physical parameters, which are in general not directly measurable. Inverse modelling provides means to deduce the needed parameters from experimental data. This…
View article: Performance of optimization algorithms for deriving material data from bench scale tests
Performance of optimization algorithms for deriving material data from bench scale tests Open
In this work the performance of optimization algorithms forinferring material parameters for fire modeling from bench scale tests iscompared to each other.The well known Shuffled Complex Evolution algorithm (SCE) is compared to Artificial …