Xin Ma

10.0k total citations · 6 hit papers
168 papers, 8.0k citations indexed

About

Xin Ma is a scholar working on Management Science and Operations Research, Electrical and Electronic Engineering and Economics and Econometrics. According to data from OpenAlex, Xin Ma has authored 168 papers receiving a total of 8.0k indexed citations (citations by other indexed papers that have themselves been cited), including 75 papers in Management Science and Operations Research, 60 papers in Electrical and Electronic Engineering and 24 papers in Economics and Econometrics. Recurrent topics in Xin Ma's work include Grey System Theory Applications (74 papers), Energy Load and Power Forecasting (50 papers) and Environmental Impact and Sustainability (12 papers). Xin Ma is often cited by papers focused on Grey System Theory Applications (74 papers), Energy Load and Power Forecasting (50 papers) and Environmental Impact and Sustainability (12 papers). Xin Ma collaborates with scholars based in China, United States and United Kingdom. Xin Ma's co-authors include Wenqing Wu, Hongfang Lü, Bo Zeng, Minda Ma, Yong Wang, Lifeng Wu, Junliang Fan, Wei Cai, Xinxing Wu and Zhibin Liu and has published in prestigious journals such as SHILAP Revista de lepidopterología, Applied Physics Letters and Renewable and Sustainable Energy Reviews.

In The Last Decade

Xin Ma

156 papers receiving 7.8k citations

Hit Papers

5 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.

Hybrid decision tree-based machine learning models for short-term water quality prediction

2020 453 citations Xin Ma et al. profile →
Evaluation of CatBoost method for prediction of reference evapotranspiration in humid regions

2019 397 citations Xin Ma et al. profile →
Light Gradient Boosting Machine: An efficient soft computing model for estimating daily reference evapotranspiration with local and external meteorological data

2019 279 citations Xin Ma et al. profile →
The conformable fractional grey system model

2019 241 citations Xin Ma, Wenqing Wu et al. profile →
A novel fractional time delayed grey model with Grey Wolf Optimizer and its applications in forecasting the natural gas and coal consumption in Chongqing China

2019 238 citations Xin Ma, Mei Xie et al. Energy profile →
Provincial allocation of China's commercial building operational carbon toward carbon neutrality

2025 22 citations Minda Ma, Nan Zhou et al. Applied Energy profile →

Peers

Countries citing papers authored by Xin Ma

Since Specialization

Citations

This map shows the geographic impact of Xin Ma'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 Xin Ma with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Xin Ma more than expected).

Fields of papers citing papers by Xin Ma

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Xin Ma. 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 Xin Ma. The network helps show where Xin Ma may publish in the future.

Co-authorship network of co-authors of Xin Ma

This figure shows the co-authorship network connecting the top 25 collaborators of Xin Ma. A scholar is included among the top collaborators of Xin Ma 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 Xin Ma. Xin Ma 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

#	Work	Indexed citations
1	Provincial allocation of China's commercial building operational carbon toward carbon neutrality breakdown → 2025 ·Applied Energy ·(unknown), Minda Ma, Nan Zhou, (unknown), Zhili Ma, Yan Ran, Xin Ma	22
2	A novel unbiased multi-variable grey model 2025 ·Grey Systems Theory and Application ·(unknown), Xin Ma, (unknown), (unknown)	2
3	Time-delayed fractional grey Bernoulli model with independent fractional orders for fossil energy consumption forecasting 2025 ·Engineering Applications of Artificial Intelligence ·Xin Ma, (unknown), Wanpeng Li, Wenqing Wu	1
4	Forecasting Renewable Power Generation by Employing a Probabilistic Accumulation Non-Homogeneous Grey Model 2025 ·Energies ·(unknown), Jinsong Hu, Kelong Cheng, Wenqing Wu, Xin Ma	0
5	Forecasting fossil fuel consumption and greenhouse gas emissions using novel multi-variable grey system model with convolution integrals 2025 ·Energy ·Xin Ma, (unknown), (unknown), Wenqing Wu, Wanpeng Li	3
6	Research on novel nonlinear Bernoulli grey model with hybrid accumulation and its application in forecasting natural gas production and consumption 2025 ·Communications in Nonlinear Science and Numerical Simulation ·(unknown), Xin Ma, Wenqing Wu, (unknown)	2
7	A novel multi-fractional multivariate grey model for city air quality index prediction in China 2024 ·Expert Systems with Applications ·(unknown), Xin Ma	8
8	A Hybrid Grey System Model Based on Stacked Long Short-Term Memory Layers and Its Application in Energy Consumption Forecasting 2024 ·Processes ·(unknown), Xin Ma	0
9	Hybrid framework combining grey system model with Gaussian process and STL for CO2 emissions forecasting in developed countries 2024 ·Applied Energy ·(unknown), Xin Ma, Minda Ma, (unknown)	38
10	A novel kernel ridge grey system model with generalized Morlet wavelet and its application in forecasting natural gas production and consumption 2023 ·Energy ·Xin Ma, (unknown), Minda Ma	28
11	Multi-step ahead forecasting of daily urban gas load in Chengdu using a Tanimoto kernel-based NAR model and Whale optimization 2022 ·Energy ·(unknown), Xin Ma, (unknown), (unknown)	7
12	A novel elastic net-based NGBMC(1,n) model with multi-objective optimization for nonlinear time series forecasting 2021 ·Communications in Nonlinear Science and Numerical Simulation ·(unknown), Xin Ma, Wenqing Wu, Yong Wang, Bo Zeng	58
13	Forecasting manufacturing industrial natural gas consumption of China using a novel time-delayed fractional grey model with multiple fractional order 2020 ·Computational and Applied Mathematics ·(unknown), Xin Ma, Wanpeng Li, Wenqing Wu, (unknown)	55
14	A new-structure grey Verhulst model: Development and performance comparison 2020 ·Applied Mathematical Modelling ·Bo Zeng, (unknown), Xin Ma	110
15	Forecasting short-term solar energy generation in Asia Pacific using a nonlinear grey Bernoulli model with time power term 2020 ·Energy & Environment ·Wenqing Wu, Xin Ma, Bo Zeng, Yuanyuan Zhang, Wanpeng Li	25
16	The novel fractional discrete multivariate grey system model and its applications 2019 ·Applied Mathematical Modelling ·Xin Ma, Mei Xie, Wenqing Wu, Bo Zeng, Yong Wang, Xinxing Wu	172
17	Forecasting Japan’s Solar Energy Consumption Using a Novel Incomplete Gamma Grey Model 2019 ·Sustainability ·(unknown), Xin Ma, Kun She	9
18	A novel fractional time delayed grey model with Grey Wolf Optimizer and its applications in forecasting the natural gas and coal consumption in Chongqing China breakdown → 2019 ·Energy ·Xin Ma, Mei Xie, Wenqing Wu, Xinxing Wu, Bo Zeng	238
19	Application of a novel time-delayed polynomial grey model to predict the natural gas consumption in China 2017 ·Journal of Computational and Applied Mathematics ·Xin Ma, (unknown)	137
20	Research on a Novel Kernel Based Grey Prediction Model and Its Applications 2016 ·Mathematical Problems in Engineering ·Xin Ma	4

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.

Explore authors with similar magnitude of impact