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Mohsen Sharifi

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

3

DOWNLOADS

203

TOTAL CITATIONS

1

Scholarly Papers (3)

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1.

From Data Scarcity to Scalability: Generating Realistic Building Energy Profiles with GANs

Downloads 128 (604,538)

From Data Scarcity to Scalability: Generating Realistic Building Energy Profiles with GANs

Number of pages: 24 Posted: 30 Aug 2025
Philipp Mascherbauer, Mohsen Sharifi, Francesca Conselvan, Daniel Harringer, Lukas Kranzl and Yixiao Ma
Vienna University of Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Vienna University of Technology and VITO, Flemish Institute for Technological Research
Downloads 48 (1,119,531)

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Synthetic data, GANs, machine learning, smart meter data, privacy friendly

From Data Scarcity to Scalability: Generating Realistic Building Energy Profiles with GANs

Number of pages: 24 Posted: 30 Aug 2025
Philipp Mascherbauer, Mohsen Sharifi, Francesca Conselvan, Daniel Harringer, Lukas Kranzl and Yixiao Ma
Vienna University of Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Vienna University of Technology and VITO, Flemish Institute for Technological Research
Downloads 29 (1,430,393)

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Synthetic data, GANs, machine learning, smart meter data, privacy friendly

From Data Scarcity to Scalability: Generating Realistic Building Energy Profiles with GANs

Number of pages: 41 Posted: 26 Jan 2026
Philipp Mascherbauer, Lukas Kranzl, Daniel Harringer, Francesca Conselvan, Mohsen Sharifi and Yixiao Ma
Vienna University of Technology, Vienna University of Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and VITO, Flemish Institute for Technological Research
Downloads 26 (1,473,203)

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smart meter data, electricity demand profiles, synthetic data, GANs

From Data Scarcity to Scalability: Generating Realistic Building Energy Profiles with GANs

Number of pages: 24 Posted: 17 Sep 2025
Philipp Mascherbauer, Daniel Harringer, Lukas Kranzl, Francesca Conselvan, Mohsen Sharifi and Yixiao Ma
Vienna University of Technology, affiliation not provided to SSRN, Vienna University of Technology, affiliation not provided to SSRN, affiliation not provided to SSRN and VITO, Flemish Institute for Technological Research
Downloads 25 (1,445,011)

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Synthetic data, GANs, Machine Learning, smart meter data, privacyfriendly

2.

Propagating Epistemic Uncertainties in Planning and Design of Energy Efficient Districts

Number of pages: 52 Posted: 20 Feb 2025
Mohsen Sharifi, Amin Kouti, Mohammad Haris Shamsi, Rui Guo and Dirk Saelens
affiliation not provided to SSRN, affiliation not provided to SSRN, University College London, KU Leuven and KU Leuven
Downloads 51 (1,086,013)
Citation 1

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Data-driven Energy Modeling, Epistemic Uncertainty, Dempster-Shafer Theory, Energy Efficient Districts, Urban Building Energy Modeling

3.

Neighbourhood-Scale Renovation Planning: A Risk-Aware Optimisation Framework under Climate and Market Uncertainty

Number of pages: 41 Posted: 03 Mar 2026
Amin Kouti, Dirk Lauwaet, Rainer Härtl and Mohsen Sharifi
affiliation not provided to SSRN, Vlaamse Instelling voor Technologisch Onderzoek, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 24 (1,459,862)

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Data-driven energy modelingUrban Building Energy ModelingUrban energy transitionTechno-economic uncertainty