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Weizhuo Lu

Umeå University

Samhallsvetarhuset, Plan 2

Umea University

Umeå, SE 901 87

Sweden

SCHOLARLY PAPERS

11

DOWNLOADS

574

TOTAL CITATIONS

3

Scholarly Papers (11)

1.

Deep Learning-Based Multi-Scale Modeling of Thermal Conductivity in Polyurethane with Phase Change Materials Via Neural Operators

Number of pages: 34 Posted: 22 Jan 2024
Umeå University, Tsinghua University, affiliation not provided to SSRN, Umeå University, Bauhaus University - Institute of Structural Mechanics, Umeå University, affiliation not provided to SSRN and Umeå University
Downloads 188 (403,391)

Abstract:

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Fourier Neural Operator, Phase Change Materials, Thermal properties, Multi-scale modelling, building energy, Indoor comfort

2.

A Co-Simulation Framework for simulating Occupant Behavior Influence on Energy Use and Flexibility in Multi-Building Setups

Number of pages: 17 Posted: 10 Nov 2025 Last Revised: 21 Mar 2026
Umeå University, University of Gävle, Umeå University and Umeå University
Downloads 70 (875,328)

Abstract:

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Occupant Behavior, Building Simulation, Energy Flexibility, Co-Simulation, Building Energy

3.

Projecting climate resilience of urban building stocks: A data-augmented archetype approach for future Nordic climates

Number of pages: 45 Posted: 02 Dec 2025
Umeå University, Umeå University, affiliation not provided to SSRN, Fujian University of Technology and Umeå University
Downloads 52 (1,052,702)

Abstract:

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Climate change, urban building stocks, Archetype approach, Data-augmented framework, Climate adaptation, occupant behaviour

4.

Comparison of Mive and Survey for Observing Thermal-Driven Occupant Behavior: Experiment-Based Evidence

Number of pages: 56 Posted: 18 Aug 2023
Umeå University, Umeå University, Umeå University and Umeå University
Downloads 49 (1,074,648)

Abstract:

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Occupant behavior, Virtual human-building interaction, Immersive virtual environment, Mixed-immersive virtual environment, Survey, ITC-SOPI, Thermal-driven occupant behavior

5.

Occupant-Centric Stochastic Many-Objective Home Energy Management with PV Uncertainty under Sweden’s Effect-Based Tariff

Number of pages: 46 Posted: 18 Jan 2026 Last Revised: 26 Jan 2026
Umeå University, Umeå University, Umeå University and Umeå University
Downloads 46 (1,121,190)

Abstract:

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Home energy management system, Occupant-centric, Uncertainty, Optimization, Demand response, Robustness analysis

6.

Improved Energy Retrofit Decision Making Through Enhanced Bottom-Up Building Stock Modelling

Number of pages: 24 Posted: 29 Mar 2024
Umeå University, Umeå University, Umeå University, Umeå University and Umeå University
Downloads 43 (1,145,425)
Citation 3

Abstract:

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Energy efficiency, building stock modelling, bottom-up, heterogeneity, Data Fusion, incomplete data, record linkage, inverse modelling

7.

Exploring the Occupant Behavior in Buildings with Energy-Efficient Renovation: A Hybrid Virtual-Physical Experimental Approach

Number of pages: 46 Posted: 03 Feb 2024
Umeå University, Umeå University and Umeå University
Downloads 40 (1,183,237)

Abstract:

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Occupant behavior, Building renovation, Energy-efficient transition, Office building

8.

Transfer the Evaluation of Energy-Efficient Building Retrofitting: A Sweden-China Empirical Study

Number of pages: 44 Posted: 18 Aug 2023
Harbin Institute of Technology, Harbin Institute of Technology, Harbin Institute of Technology, Umeå University and Umeå University
Downloads 37 (1,222,651)

Abstract:

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Energy-Efficient, Building Retrofitting, Transfer Learning, Data-Driven Model

9.

Multiscale Modeling of Thermal Properties in Polyurethane Incorporated With Phase Change Materials Composites: A Case Study

18th Healthy Buildings Europe Conference, 11th – 14th June 2023, Aachen, Germany
Number of pages: 7 Posted: 18 Sep 2023
Umeå University, Umeå University, Bauhaus-Universität Weimar, Zhengzhou University, Zhengzhou University, Xi'an Jiaotong University (XJTU) and Umeå University
Downloads 31 (1,304,549)

Abstract:

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Polyurethane (PU), Phase Change Materials (PCMs), Thermal properties, Multiscale modelling, Building energy

10.

Housing adaptation falls behind the rapid warming in cold regions: Evidence from the 2025 Nordic Heatwave

Number of pages: 37 Posted: 24 Apr 2026
Umeå University, Harbin Institute of Technology, Harbin Institute of Technology, Fujian University of Technology, Umeå University and Umeå University
Downloads 18 (1,481,165)

Abstract:

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climate change, residential building, resident, climate adaptation, cold-climate region

11.

Deep uncertainty analysis to characterise regional climate for building stock transition: A Nordic empirical study

Number of pages: 38
Umeå University, Harbin Institute of Technology, Umeå University, Umeå University and Umeå University
Downloads 0

Abstract:

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regional climate, deep uncertainty, building stock, energy-efficient transition, climate-resilience transition