Mengxuan Liu

ORCID: 0000-0003-4576-7689
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About
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Research Areas
  • Building Energy and Comfort Optimization
  • Urban Heat Island Mitigation
  • Distributed Control Multi-Agent Systems
  • Neural Networks Stability and Synchronization
  • Evacuation and Crowd Dynamics
  • BIM and Construction Integration
  • Nonlinear Dynamics and Pattern Formation
  • Air Quality and Health Impacts
  • Regional Development and Environment
  • Sustainable Building Design and Assessment
  • Remote Sensing and Land Use
  • 3D Surveying and Cultural Heritage
  • Environmental Impact and Sustainability
  • Semantic Web and Ontologies
  • Glaucoma and retinal disorders
  • Advanced Thermodynamic Systems and Engines
  • Sustainable Urban and Rural Development
  • Human Motion and Animation
  • Occupational exposure and asthma
  • Educational Technology and Assessment
  • Climate Change and Health Impacts
  • TGF-β signaling in diseases
  • QR Code Applications and Technologies
  • Cognitive Computing and Networks
  • Advanced Sensor Technologies Research

Guangxi Normal University
2024

University of Jinan
2024

Jinan University
2024

Shanghai Tongji Urban Planning and Design Institute
2021-2023

Tongji University
2021-2023

State Grid Corporation of China (China)
2023

Xi'an Jiaotong University
2022

The University of Tokyo
2022

Wuhan University of Science and Technology
2021

Hebei Agricultural University
2018

Since the number of greenhouse workers are increasing in China, this observational cross-sectional study was designed to evaluate lung function and discuss potential risk factors, provide evidence surveillance workers' health. 678 Gansu Province, China were enrolled. A questionnaire which included demographic occupational information used. Vital capacity (VC), forced vital (FVC), expiratory volume 1 s (FEV₁), FEV₁:FVC ratios (FEV₁/FVC), maximal flow after 50% FVC has not been exhaled...

10.3390/ijerph14090956 article EN International Journal of Environmental Research and Public Health 2017-08-24

This paper proposes a CNN-GRU and dual attention mechanism (DAM) hybrid neural network model (CNN-GRU-DAM) for short-time power load forecasting. First, historical data is transformed into time-series form, used as the input of model. The relevant features that affect forecasting are extracted through CNN. Then, GRU adopts an encoder-decoder framework composed DAM, where feature (FAM) encoder to mine dynamic correlation between information features. Additionally, temporal (TAM) decoder...

10.1109/acpee56931.2023.10135617 article EN 2022 7th Asia Conference on Power and Electrical Engineering (ACPEE) 2023-04-01

Refractory ceramic fibers (RCFs) can cause adverse health effects on workers’ respiratory system, yet no proper biomarkers have been used to detect early pulmonary injury of RCFs-exposed workers. This study assessed the levels two that are related in workers, and explored their relations with lung function. The exposure total dust respirable were measured simultaneously RCFs factories. TGF-β1 ceruloplasmin (CP) increased level (p < 0.05), significantly workers high (1.21 ± 0.49 ng/mL,...

10.3390/ijerph15010042 article EN International Journal of Environmental Research and Public Health 2017-12-27

This study examines the potential role of transforming growth factor-beta 3 (TGF-β3) on fibrotic response cultured human trabecular meshwork (HTM) cells. The relationships and trans-signaling interactions between TGF-β3 autotaxin (ATX) in HTM cells were also examined. levels TGF-β ATX aqueous humor (AH) patients measured by an immunoenzymetric assay. TGF-β3-induced expression fibrogenic markers, fibronectin, collagen type I alpha 1 chain, alpha-smooth muscle actin, examined quantitative...

10.3390/biom12091231 article EN cc-by Biomolecules 2022-09-03

This study aims to delve into the impact of Chinese Dream ideology on development and aesthetic characteristics park cities. Building upon their dialectical unified relationship, it seeks predict evolutionary trajectory urban modernization methods enhance residents' quality life. Focusing domestic cases city construction, research employs innovative approaches such as on-site investigations, semi-structured interviews, literature reviews. A distinctive contribution this is introduction...

10.1051/matecconf/202439501047 article EN cc-by MATEC Web of Conferences 2024-01-01

10.52842/conf.caadria.2024.1.505 article EN Proceedings of the International Conference on Computer-Aided Architectural Design Research in Asia 2024-01-01

10.52842/conf.caadria.2024.2.129 article EN Proceedings of the International Conference on Computer-Aided Architectural Design Research in Asia 2024-01-01

A reader should identify tags quickly and accurately, so an anti-collision algorithm is important part in a RFID system. Q-Algorithm hot topic algorithms. In EPC Global Class-1 Gen-2, parameter Q adopted to adjust the frame sizes dynamically, ISO/IEC 18000-6 Type C, with C makes reduction of equipment loss by lessening adjustments Q, but it compromises system efficiency. this paper, Multidimensional Q-Selection Random Tree (MQRT) proposed. It hybrid method deterministic can lessen...

10.1109/iih-msp.2013.61 article EN 2013-10-01

This patient was diagnosed with Patent Foramen Ovale (PFO) due to recurrent headaches, and her headaches improved significantly after oval foramen occlusion, but a grade 3/6 coarse murmur heard in the aortic valve auscultation area, left ventricular outflow tract stenosis suggested by cardiac ultrasound. change may be related variety of factors, suggesting that we should do good preoperative assessment patient; intraoperative operation as gentle possible reduce damage surrounding tissues;...

10.54097/2p025n11 article EN cc-by-nc International Journal of Biology and Life Sciences 2024-03-29

The construction and operation of large stadiums is an important factor affecting the sustainable development cities. stadium sustainability assessment in pre-design stage directly affects decision-making architectural design parameters. This study proposes approach multidimensional data (MDSA) to analyze spatial function, craft, energy consumption, economic performance during cycle. framework establishes a database fully reflect environmental, social attributes stadiums. On this basis,...

10.2139/ssrn.4172103 article EN SSRN Electronic Journal 2022-01-01

Abstract Under the current national comprehensive promotion and deployment of “building territorial spatial planning system supervise its implementation” background, power network construction must be based on “multi-plan integration”, in line with requirements planning. This paper puts forward scheme “early stage auxiliary decision-making tool basing multi-plan integration”. is GIS technology to realize intelligence, visualization refinement substation site path selection, which can solve...

10.1088/1755-1315/621/1/012025 article EN IOP Conference Series Earth and Environmental Science 2021-01-01

In the 'twenty-four hour city' era, how to optimize public spaces based on night behavior demands promote full-time use has become a significant issue of urban design.Taking Shanghai North Bund as an example, study collects data through site survey and questionnaire including environment elements, users' attribute behaviors.Next, sets up simulation translate interaction space into model language.Then, by setting agent particles, running fitting, obtains ideal model.Finally, sub-simulation...

10.52842/conf.caadria.2021.2.559 article EN Proceedings of the International Conference on Computer-Aided Architectural Design Research in Asia 2021-01-01
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