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M. Karlsson

3 papers hereh-index 17982 citations70 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • eess.SY2
  • cs.LG1
same name
  • M. Karlsson — 36 papers, h 21
  • M. Karlsson — 35 papers, h 50
  • M. Karlsson — 16 papers, h 22
  • M. Karlsson — 7 papers, h 26
  • M. Karlsson — 4 papers
  • M. Karlsson — 2 papers, h 22

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedLeveraging Deep Learning and Digital Twins to Improve Energy Performance of Buildings

23 citations · 23 across the 3 of their papers we have counts for

collaborators

3 papers

eess.SY2024

Parametric Digital Twins for Preserving Historic Buildings: A Case Study at Löfstad Castle in Östergötland, Sweden

Zhongjun Ni, Jelrik Hupkes, Petra Eriksson +3

This study showcases the digitalization of Löfstad Castle in Sweden to contribute to preserving its heritage values. The castle and its collections are deteriorating due to an inap…

eess.SY2024

Edge-based Parametric Digital Twins for Intelligent Building Indoor Climate Modeling

Zhongjun Ni, Chi Zhang, Magnus Karlsson +1

Digital transformation in the built environment generates vast data for developing data-driven models to optimize building operations. This study presents an integrated solution ut…

cs.LG2023★ 23 cited

Leveraging Deep Learning and Digital Twins to Improve Energy Performance of Buildings

Zhongjun Ni, Chi Zhang, Magnus Karlsson +1

Digital transformation in buildings accumulates massive operational data, which calls for smart solutions to utilize these data to improve energy performance. This study has propos…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.