Sibo Cheng

2.2k total citations · 1 hit paper
70 papers, 1.3k citations indexed

About

Sibo Cheng is a scholar working on Global and Planetary Change, Atmospheric Science and Computational Mechanics. According to data from OpenAlex, Sibo Cheng has authored 70 papers receiving a total of 1.3k indexed citations (citations by other indexed papers that have themselves been cited), including 21 papers in Global and Planetary Change, 19 papers in Atmospheric Science and 12 papers in Computational Mechanics. Recurrent topics in Sibo Cheng's work include Meteorological Phenomena and Simulations (18 papers), Fire effects on ecosystems (10 papers) and Climate variability and models (9 papers). Sibo Cheng is often cited by papers focused on Meteorological Phenomena and Simulations (18 papers), Fire effects on ecosystems (10 papers) and Climate variability and models (9 papers). Sibo Cheng collaborates with scholars based in United Kingdom, France and China. Sibo Cheng's co-authors include Rossella Arcucci, Yike Guo, Helin Gong, Didier Lucor, Paul Chen, Roger Ruan, Dunhui Xiao, César Quilodrán-Casas, Bertrand Iooss and Yufang Jin and has published in prestigious journals such as Environmental Science & Technology, Bioresource Technology and Oncogene.

In The Last Decade

Sibo Cheng

67 papers receiving 1.2k 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.

Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review

2023 127 citations Sibo Cheng, César Quilodrán-Casas et al. IEEE/CAA Journal of Automatica Sinica profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Sibo Cheng United Kingdom	19	233	182	175	171	169	70	1.3k
Yong Liu China	34	133 0.6×	83 0.5×	61 0.3×	87 0.5×	389 2.3×	201	3.4k
Sen Li China	24	101 0.4×	213 1.2×	36 0.2×	79 0.5×	145 0.9×	142	1.7k
Qiao Wang China	21	67 0.3×	119 0.7×	31 0.2×	114 0.7×	95 0.6×	125	1.9k
Wolf‐Gerrit Früh United Kingdom	17	99 0.4×	168 0.9×	28 0.2×	79 0.5×	84 0.5×	80	1.0k
Ling Zhang China	25	152 0.7×	238 1.3×	20 0.1×	120 0.7×	171 1.0×	267	2.6k
Hui Liu China	31	163 0.7×	57 0.3×	40 0.2×	429 2.5×	429 2.5×	204	3.9k
Marco Trapanese Italy	28	72 0.3×	115 0.6×	189 1.1×	124 0.7×	19 0.1×	109	2.2k
Zhe Song China	19	137 0.6×	55 0.3×	78 0.4×	87 0.5×	131 0.8×	52	902
Thierry A. Mara France	21	65 0.3×	42 0.2×	61 0.3×	68 0.4×	48 0.3×	44	1.5k

Countries citing papers authored by Sibo Cheng

Since Specialization

Citations

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

Fields of papers citing papers by Sibo Cheng

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Sibo Cheng

This figure shows the co-authorship network connecting the top 25 collaborators of Sibo Cheng. A scholar is included among the top collaborators of Sibo Cheng 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 Sibo Cheng. Sibo Cheng is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Wang, Jiangtao, et al.. (2025). Co-hydrothermal carbonization of lignocellulosic biomass and swine manure for humic substance abundant target products: Impacts of hydrothermal temperature and feedstock composition. Journal of environmental chemical engineering. 13(3). 116280–116280. 1 indexed citations

Cheng, Sibo, et al.. (2025). PyTorchFire: A GPU-accelerated wildfire simulator with Differentiable Cellular Automata. Environmental Modelling & Software. 188. 106401–106401. 1 indexed citations

Cheng, Sibo, et al.. (2025). Improving long-term autoregressive spatiotemporal predictions: A proof of concept with fluid dynamics. Computer Methods in Applied Mechanics and Engineering. 447. 118332–118332.

Ma, Kan, Sibo Cheng, Xianfeng Ma, et al.. (2025). Lattice misfit design and characterisation in BCC superalloys. Scripta Materialia. 267. 116802–116802. 5 indexed citations

Cheng, Sibo, et al.. (2025). Optimisation of microfluidic synthesis of silver nanoparticles via data-driven inverse modelling. Process Safety and Environmental Protection. 216. 523–530. 1 indexed citations

Cheng, Sibo, et al.. (2024). Spatially-aware diffusion models with cross-attention for global field reconstruction with sparse observations. Computer Methods in Applied Mechanics and Engineering. 435. 117623–117623. 6 indexed citations

Cheng, Sibo, et al.. (2024). Acoustic emission and machine learning algorithms for particle size analysis in gas-solid fluidized bed reactors. Particuology. 101. 155–165. 2 indexed citations

Cheng, Sibo, et al.. (2024). A novel strategy for a 7-DOF space manipulator transferring a captured target with collision avoidance. Advances in Space Research. 73(12). 6255–6273. 1 indexed citations

Quilodrán-Casas, César, Qian Li, Ningbo Zhang, et al.. (2024). Exploring unseen 3D scenarios of physics variables using machine learning-based synthetic data: An application to wave energy converters. Environmental Modelling & Software. 177. 106051–106051.

10.

Valdés, Juan Pablo, Sibo Cheng, Lyes Kahouadji, et al.. (2024). Liquid–Liquid Dispersion Performance Prediction and Uncertainty Quantification Using Recurrent Neural Networks. Industrial & Engineering Chemistry Research. 63(17). 7853–7875. 7 indexed citations

11.

Cheng, Sibo, et al.. (2024). ViTAE-SL: A vision transformer-based autoencoder and spatial interpolation learner for field reconstruction. Computer Physics Communications. 308. 109464–109464. 3 indexed citations

12.

Wang, Hanyang, et al.. (2024). Dynamical system prediction from sparse observations using deep neural networks with Voronoi tessellation and physics constraint. Computer Methods in Applied Mechanics and Engineering. 432. 117339–117339. 8 indexed citations

13.

Vasdravellis, George, et al.. (2024). Explainable AI model for predicting equivalent viscous damping in dual frame–wall resilient system. Journal of Building Engineering. 96. 110564–110564. 5 indexed citations

14.

Bocquet, Marc, et al.. (2024). Accurate deep learning-based filtering for chaotic dynamics by identifying instabilities without an ensemble. Chaos An Interdisciplinary Journal of Nonlinear Science. 34(9). 3 indexed citations

15.

Cheng, Sibo, et al.. (2024). Explainable AI models for predicting drop coalescence in microfluidics device. Chemical Engineering Journal. 481. 148465–148465. 18 indexed citations

16.

Cheng, Sibo, et al.. (2024). Multi-fidelity physics constrained neural networks for dynamical systems. Computer Methods in Applied Mechanics and Engineering. 420. 116758–116758. 20 indexed citations

17.

Zhu, Ke‐Wei, Sibo Cheng, Nina M. Kovalchuk, et al.. (2023). Analyzing drop coalescence in microfluidic devices with a deep learning generative model. Physical Chemistry Chemical Physics. 25(23). 15744–15755. 6 indexed citations

18.

Cheng, Sibo, César Quilodrán-Casas, Said Ouala, et al.. (2023). Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review. IEEE/CAA Journal of Automatica Sinica. 10(6). 1361–1387. 127 indexed citations breakdown →

19.

Cheng, Sibo, Nina M. Kovalchuk, Mark Simmons, et al.. (2022). Ensemble latent assimilation with deep learning surrogate model: application to drop interaction in a microfluidics device. Lab on a Chip. 22(17). 3187–3202. 19 indexed citations

20.

Gong, Helin, Sibo Cheng, Zhang Chen, et al.. (2022). An efficient digital twin based on machine learning SVD autoencoder and generalised latent assimilation for nuclear reactor physics. Annals of Nuclear Energy. 179. 109431–109431. 40 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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