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Onderzoeker
Astrid Tijskens
- Disciplines:Structurele ingenieurskunde, Andere burgerlijke ingenieurswetenschappen en bouwkunde
Affiliaties
- Bouwfysica en Duurzaam Bouwen (Afdeling)
Lid
Vanaf1 aug 2020 → 30 nov 2022 - Afdeling Bouwfysica (Afdeling)
Lid
Vanaf5 okt 2015 → 31 jul 2020
Projecten
1 - 1 of 1
- Neurale netwerken als metamodel voor hygrothermische simulaties van gebouwcomponenten – verbeteren van de rekentijd van probabilistische evaluatiesVanaf1 okt 2015 → 24 mrt 2021Financiering: BOF - Nieuwe Onderzoeksinitiatieven
Publicaties
1 - 9 van 9
- A convolutional neural network for the hygrothermal assessment of timber frame walls(2021)
Auteurs: Astrid Tijskens, Staf Roels, Hans Janssen
Aantal pagina's: 8 - Hygrothermal assessment of timber frame walls using a convolutional neural network(2021)
Auteurs: Astrid Tijskens, Staf Roels, Hans Janssen
- Neural Networks as Metamodel for Hygrothermal Simulations of Building Components – Reducing the Calculation Time of Probabilistic Assessments(2021)
Auteurs: Astrid Tijskens, Staf Roels, Hans Janssen
- The impact of a reduced training subspace on the prediction accuracy of neural networks for hygrothermal predictions(2020)
Auteurs: Astrid Tijskens, Hans Janssen, Staf Roels
Pagina's: 1 - 39 - Using convolutional neural networks for hygrothermal predictions to extrapolate to other external climates(2020)
Auteurs: Astrid Tijskens, Hans Janssen, Staf Roels
- Optimising convolutional neural networks to predict the hygrothermal performance of building components(2019)
Auteurs: Astrid Tijskens, Hans Janssen, Staf Roels
Pagina's: 1 - 22 - Predicting the hygrothermal behaviour of building components using neural networks(2019)
Auteurs: Astrid Tijskens, Hans Janssen, Staf Roels
- Neural networks for metamodelling the hygrothermal behaviour of building components(2019)
Auteurs: Astrid Tijskens, Staf Roels, Hans Janssen
- A simplified dynamic zone model for a probabilistic assessment of hygrothermal risks in building components(2017)
Auteurs: Astrid Tijskens, Hans Janssen, Staf Roels
Pagina's: 717 - 722