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Umeå universitet
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Huvudmenyn dold.
Personalbild Pengju Liu

Pengju Liu

0000-0002-5760-2147

Kontakt

E-post
pengju.liu@umu.se
Telefon
090-786 94 98

Verksam som

Anknytning
Doktorand vid Institutionen för tillämpad fysik och elektronik
Plats
X, Håken Gullessons väg 20, Teknikhuset, TEK.D.216 Umeå universitet, 901 87 Umeå
Quantitative causal inference for uncertainty analysis in multi-scale modeling of polymer composites
Computational and Experimental Simulations in Engineering: Proceedings of ICCES 2025, Cham: Springer 2026 : 609-622
Liu, Bokai; Liu, Pengju; Olofsson, Thomas
Demand response optimization incorporating thermal comfort in single-family houses with on-site generation: a systematic review
Applied Energy, Elsevier 2026, Vol. 406
Liu, Pengju; Chokwitthaya, Chanachok; Olofsson, Thomas; et al.
Exploring mega-trend diffusion algorithms for synthetizing data associated with occupant-building interaction in IVEs
ICCREM 2024: ESG Development in the Construction Industry: proceedings of the International Conference on Construction and Real Estate Management 2024, American Society of Civil Engineers (ASCE) 2025 : 1653-1664
Chokwitthaya, Chanachok; Liu, Pengju; Lu, Weizhuo
GAT-LSTM-based prediction for occupant energy-related behavior profiles
30th International Symposium on Advancement of Construction Management and Real Estate (CRIOCM 2025), Hangzhou, November 7-9,2025.
Chokwitthaya, Chanachok; Liu, Pengju; Lu, Weizhuo
Integrating phase change materials into buildings to improve indoor thermal environment and energy efficiency: a short review
Healthy Buildings Europe 2025: Proceedings of an ISIAQ International Conference, International Society of Indoor Air Quality and Climate 2025 : 323-329
Han, Ou; Olofsson, Thomas; Puttige, Anjan Rao; et al.
Comparative analysis of heat transfer in polyurethane with phase change materials: advancing multi-scale modeling for energy efficiency
Healthy Buildings Europe 2025 Conference, Reykjavík, Iceland, June 8-11, 2025
Liu, Bokai; Liu, Pengju; Han, Ou; et al.
Explainable artificial intelligence (XAI) for material design and engineering applications: a quantitative computational framework
International Journal of Mechanical System Dynamics, John Wiley & Sons 2025, Vol. 5, (2) : 236-265
Liu, Bokai; Liu, Pengju; Lu, Weizhuo; et al.
Stochastic multiscale modeling for thermal conductivity in polymeric graphene-enhanced composites: a study in interpretable machine learning
Computational and Experimental Simulations in Engineering: Proceedings of ICCES 2024 - Volume 4, Springer Nature 2025 : 208-219
Liu, Bokai; Liu, Pengju; Lu, Weizhuo; et al.
Explainable machine learning for multiscale thermal conductivity modeling in polymer nanocomposites with uncertainty quantification
Composite structures, Elsevier 2025, Vol. 370
Liu, Bokai; Liu, Pengju; Wang, Yizheng; et al.
Many-objective energy management for a residential microgrid demand response in Sweden
ICCREM 2025: Decarbonization and Digitalization of the Built Environment-Shaping Resilience in a Changing World, Proceedings of the International Conference on Construction and Real Estate Management 2025, American Society of Civil Engineers (ASCE) 2025 : 274-283
Liu, Pengju; Chokwitthaya, Chanachok; Lu, Weizhuo
A pilot experimental study on the thermal performance of PCM-enhanced building envelopes
Energy Proceedings, Applied Energy Innovation Institute (AEii) 2025, Vol. 61
Liu, Pengju; Liu, Bokai; Han, Ou; et al.
Energy-efficient control strategy for air conditioning and mechanical ventilation system based on occupant distribution: a case study on stratum ventilation
Journal of Building Engineering, Elsevier 2025, Vol. 100
Liu, Yihang; Dang, Rui; Yang, Bin; et al.
The effect of winter prebedtime footbath on sleep quality in young men: a pilot study
Indoor Air, John Wiley & Sons 2025, Vol. 2025, (1)
Yang, Bin; Wei, Bo’an; Guo, Miao; et al.
Thermal comfort-aware demand response in residential buildings: an occupant-centric energy flexibility framework
Roomvent 2024, April 22-25, 2024, Stockholm, Sweden
Liu, Pengju
Occupant-centered human-building interactions for demand response
KBC days 2024: conference booklet, Umeå University 2024 : 43-43
Liu, Pengju; Chokwitthaya, Chanachok; Olofsson, Thomas; et al.
Construction site hazard identification and worker adverse reaction monitoring using electroencephalograms: a review
Buildings, MDPI 2024, Vol. 14, (1)
Wei, Bo’an; Yang, Bin; Zhang, Weiling; et al.
Application of computer vision technologies in indoor & outdoor environment research
The 11th International Conference on Sustainable Development in Building and Environment (SuDBE2023), 14-18th August, 2023, Alto University, Finland
Yang, Bin; Liu, Pengju
Application of non-contact detection methods in the fieldof building indoor occupant information detection
数字赋能: 2022年全国建筑院校数字建筑技术教学与研究研讨会论文集, Wuhan, China: 2022 : 647-651
Yang, Bin; Liu, Yihang; Liu, Pengju; et al.
Research on A Computer Vision-Based Sensing Techology for Occupant-Centric Control Ventilation System
The 10th International Conference on Sustainable Development in the Building and Environment（SuDBE2021), December 10th to 12th, 2021, Chongqing, China
Liu, Pengju
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