Mengjie Han

2.6k total citations · 1 hit paper
53 papers, 2.0k citations indexed

About

Mengjie Han is a scholar working on Building and Construction, Electrical and Electronic Engineering and Artificial Intelligence. According to data from OpenAlex, Mengjie Han has authored 53 papers receiving a total of 2.0k indexed citations (citations by other indexed papers that have themselves been cited), including 21 papers in Building and Construction, 13 papers in Electrical and Electronic Engineering and 8 papers in Artificial Intelligence. Recurrent topics in Mengjie Han's work include Building Energy and Comfort Optimization (19 papers), Smart Grid Energy Management (8 papers) and Energy Load and Power Forecasting (6 papers). Mengjie Han is often cited by papers focused on Building Energy and Comfort Optimization (19 papers), Smart Grid Energy Management (8 papers) and Energy Load and Power Forecasting (6 papers). Mengjie Han collaborates with scholars based in Sweden, China and Australia. Mengjie Han's co-authors include Xingxing Zhang, Song Pan, Jinshun Wu, Liang Xia, Yixuan Wei, Yong Shi, Xiaoyun Zhao, Da Yan, Yuan Jin and Xingxing Zhang and has published in prestigious journals such as SHILAP Revista de lepidopterología, Environmental Science & Technology and Renewable and Sustainable Energy Reviews.

In The Last Decade

Mengjie Han

49 papers receiving 1.9k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

A review of data-driven approaches for prediction and classification of building energy consumption

2017 602 citations Xingxing Zhang, Liang Xia et al. profile →

Peers

Mengjie Han

EEE

RESE

Massimiliano Manfren Italy

Jingjing An China

Kadir Amasyali United States

Chirag Deb India

Steven K. Firth United Kingdom

Khee Poh Lam United States

James O’Donnell Ireland

Michael D. Sohn United States

Hayati Abdullah Malaysia

Kwangbok Jeong South Korea

Massimiliano Manfren Italy

Mengjie Han

1.3k ×1.1

842 ×1.2

EEE

529 ×0.9

572 ×1.7

RESE

114 ×0.8

Citations per year, relative to Mengjie Han Mengjie Han (= 1×) peers Massimiliano Manfren

Countries citing papers authored by Mengjie Han

Since Specialization

Citations

This map shows the geographic impact of Mengjie Han's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Mengjie Han with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Mengjie Han more than expected).

Fields of papers citing papers by Mengjie Han

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Mengjie Han. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Mengjie Han. The network helps show where Mengjie Han may publish in the future.

Co-authorship network of co-authors of Mengjie Han

This figure shows the co-authorship network connecting the top 25 collaborators of Mengjie Han. A scholar is included among the top collaborators of Mengjie Han based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Mengjie Han. Mengjie Han is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Han, Mengjie, et al.. (2025). Fertilization managements mitigate microbial carbon and nitrogen limitations while preserving soil organic carbon in croplands compared to grasslands: A meta-analysis. Journal of Environmental Management. 395. 127927–127927.

Sadeghian, Paria, et al.. (2024). Testing feasibility of using a hidden Markov model on predicting human mobility based on GPS tracking data. Transportmetrica B Transport Dynamics. 12(1). 3 indexed citations

Wang, Zhenwu, et al.. (2024). A novel bayesian network-based ensemble classifier chains for multi-label classification. Complex & Intelligent Systems. 10(5). 7373–7399.

Han, Mengjie, et al.. (2024). An agent-based persuasion model using emotion-driven concession and multi-objective optimization. Autonomous Agents and Multi-Agent Systems. 38(2).

Wang, Zhenwu, et al.. (2024). Interpreting convolutional neural network by joint evaluation of multiple feature maps and an improved NSGA-II algorithm. Expert Systems with Applications. 255. 124489–124489. 1 indexed citations

Han, Mengjie, Qing Zhao, Ying‐Ping Wang, et al.. (2024). Modeling biochar effects on soil organic carbon on croplands in a microbial decomposition model (MIMICS-BC_v1.0). Geoscientific model development. 17(12). 4871–4890. 5 indexed citations

Garg, Harish, et al.. (2023). An integrated group decision-making method for the evaluation of hypertension follow-up systems using interval-valued q-rung orthopair fuzzy sets. Complex & Intelligent Systems. 9(4). 4521–4554. 12 indexed citations

Zhang, Xingxing, et al.. (2023). ChatGPT for Fast Learning of Positive Energy District (PED): A Trial Testing and Comparison with Expert Discussion Results. Buildings. 13(6). 1392–1392. 17 indexed citations

Han, Mengjie, et al.. (2023). Review of natural language processing techniques for characterizing positive energy districts. Journal of Physics Conference Series. 2600(8). 82024–82024.

10.

Zhao, Qing, Weihao Tang, Mengjie Han, et al.. (2023). Estimation of reduced greenhouse gas emission from municipal solid waste incineration with electricity recovery in prefecture- and county-level cities of China. The Science of The Total Environment. 875. 162654–162654. 19 indexed citations

11.

Huang, Pei, Ran Tu, Xingxing Zhang, et al.. (2022). Investigation of electric vehicle smart charging characteristics on the power regulation performance in solar powered building communities and battery degradation in Sweden. Journal of Energy Storage. 56. 105907–105907. 27 indexed citations

12.

Han, Mengjie, Qing Zhao, Wei Li, et al.. (2021). Global soil organic carbon changes and economic revenues with biochar application. GCB Bioenergy. 14(3). 364–377. 36 indexed citations

13.

Dong, Bing, Yapan Liu, Hannah Fontenot, et al.. (2021). Occupant behavior modeling methods for resilient building design, operation and policy at urban scale: A review. Applied Energy. 293. 116856–116856. 60 indexed citations

14.

Wang, Zhenwu, et al.. (2020). Partial Classifier Chains with Feature Selection by Exploiting Label Correlation in Multi-Label Classification. Entropy. 22(10). 1143–1143. 11 indexed citations

15.

Li, Yu, Yacine Rezgui, Annie Guerriero, et al.. (2019). Development of an adaptation table to enhance the accuracy of the predicted mean vote model. Building and Environment. 168. 106504–106504. 27 indexed citations

16.

Pan, Song, Xingxing Zhang, Liang Xia, et al.. (2018). A study on influential factors of occupant window-opening behavior in an office building in China. Building and Environment. 133. 41–50. 93 indexed citations

17.

Gu, Yaxiu, Xingxing Zhang, Jonn Are Myhren, et al.. (2018). Techno-economic analysis of a solar photovoltaic/thermal (PV/T) concentrator for building application in Sweden using Monte Carlo method. Energy Conversion and Management. 165. 8–24. 118 indexed citations

18.

Han, Mengjie, et al.. (2015). Testing the gravity p -median model empirically. SHILAP Revista de lepidopterología. 2. 124–132. 2 indexed citations

19.

Han, Mengjie, et al.. (2013). How do different densities in a network affect the optimal location of service centers. Dalarna University College Electronic Archive. 5 indexed citations

20.

Carling, Kenneth, Mengjie Han, & Johan Håkansson. (2012). Does Euclidean distance work well when the p-median model is applied in rural areas?. Annals of Operations Research. 201(1). 83–97. 22 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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