default author photo

Mikael Mangold

RISE Research Institutes of Sweden

Lund

Sweden

  • RISE Research Institutes of Sweden

SCHOLARLY PAPERS

2

DOWNLOADS

47

TOTAL CITATIONS

1

Scholarly Papers (2)

Actions:
Email selected abstracts
1.

Indoor Radon Level Prediction in the Swedish Building Stock Using Machine Learning

Number of pages: 40 Posted: 13 Jun 2023
Pei-Yu Wu, Tim Johansson, Claes Sandels, Mikael Mangold and Kristina Mjörnell
Lund University, RISE Research Institutes of Sweden, RISE Research Institutes of Sweden, RISE Research Institutes of Sweden and RISE Research Institutes of Sweden
Downloads 24 (1,399,036)
Citation 1

Abstract:

Loading...

Indoor radon, predictive modeling, XGBoost, deep learning, Building stock, Sweden

2.

Automated Building Heritage Assessment Using Street-Level Imagery

Number of pages: 43 Posted: 21 Jan 2026
Kristina Dabrock, Tim Johansson, Anna Donarelli, Mikael Mangold, Noah Pflugradt, Jann Michael Weinand and Jochen Linßen
Research Centre Jülich, RISE Research Institutes of Sweden, Uppsala University, RISE Research Institutes of Sweden, Research Centre Jülich, Karlsruhe Institute of Technology - Institute for Industrial Production (IIP) and Research Centre Jülich
Downloads 23 (1,411,822)

Abstract:

Loading...

large language models, GPT, heritage value, Energy Performance of Buildings Directive, street-level imagery, zero-shot