Sili Deng

2.5k total citations · 1 hit paper
59 papers, 1.7k citations indexed

About

Sili Deng is a scholar working on Fluid Flow and Transfer Processes, Computational Mechanics and Materials Chemistry. According to data from OpenAlex, Sili Deng has authored 59 papers receiving a total of 1.7k indexed citations (citations by other indexed papers that have themselves been cited), including 23 papers in Fluid Flow and Transfer Processes, 20 papers in Computational Mechanics and 20 papers in Materials Chemistry. Recurrent topics in Sili Deng's work include Advanced Combustion Engine Technologies (22 papers), Combustion and flame dynamics (19 papers) and Energetic Materials and Combustion (12 papers). Sili Deng is often cited by papers focused on Advanced Combustion Engine Technologies (22 papers), Combustion and flame dynamics (19 papers) and Energetic Materials and Combustion (12 papers). Sili Deng collaborates with scholars based in United States, China and Canada. Sili Deng's co-authors include Chung K. Law, Weiqi Ji, Peng Zhao, Xiaolin Zheng, Sidi Huang, Yue Jiang, Michael E. Mueller, Jiheng Zhao, Wenkai Liang and Jianan Zhang and has published in prestigious journals such as Chemical Society Reviews, Nature Communications and Nano Letters.

In The Last Decade

Sili Deng

57 papers receiving 1.7k 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.

KAN-ODEs: Kolmogorov–Arnold network ordinary differential equations for learning dynamical systems and hidden physics

2024 54 citations Sili Deng et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Sili Deng United States	23	574	497	495	451	398	59	1.7k
Quan‐De Wang China	24	590 1.0×	622 1.3×	447 0.9×	274 0.6×	175 0.4×	111	1.9k
Ziyu Wang United States	24	434 0.8×	665 1.3×	649 1.3×	380 0.8×	105 0.3×	110	1.8k
Jay P. Gore United States	30	842 1.5×	861 1.7×	1.8k 3.7×	527 1.2×	160 0.4×	167	3.4k
Yuan Gao China	27	1.0k 1.7×	283 0.6×	393 0.8×	118 0.3×	154 0.4×	130	2.3k
Mandhapati Raju United States	20	406 0.7×	698 1.4×	636 1.3×	244 0.5×	55 0.1×	41	1.6k
Min Suk Saudi Arabia	29	616 1.1×	443 0.9×	689 1.4×	481 1.1×	81 0.2×	100	2.2k
Antonio Lozano Spain	30	485 0.8×	228 0.5×	1.1k 2.2×	346 0.8×	159 0.4×	91	2.7k
Niket S. Kaisare India	22	712 1.2×	511 1.0×	727 1.5×	285 0.6×	46 0.1×	94	1.9k
Seung Wook Baek South Korea	33	496 0.9×	577 1.2×	2.3k 4.6×	1.1k 2.3×	496 1.2×	164	3.5k
Rong Feng China	20	223 0.4×	75 0.2×	408 0.8×	361 0.8×	127 0.3×	78	1.2k

Countries citing papers authored by Sili Deng

Since Specialization

Citations

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

Fields of papers citing papers by Sili Deng

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Sili Deng

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

Zhao, Peng, et al.. (2025). Comprehensive thermal-kinetic uncertainty quantification of lithium-ion battery thermal runaway via bayesian chemical reaction neural networks. Chemical Engineering Journal. 507. 160402–160402. 5 indexed citations

Chen, Zi, et al.. (2025). Progress in computational methods and mechanistic insights on the growth of carbon nanotubes. Nanoscale. 17(19). 11812–11863. 3 indexed citations

Zhan, Zhonghua, Hui Chao, Sili Deng, et al.. (2025). Review on Preprocessing Strategies, Deactivation, Thermal Safety, and Future Perspectives in Lithium-Ion Battery Recycling. Energy & Fuels. 40(3). 1474–1496. 1 indexed citations

Deng, Sili, et al.. (2025). Scientific machine learning in combustion for discovery, simulation, and control. Proceedings of the Combustion Institute. 41. 105796–105796.

Deng, Sili, et al.. (2025). LeanKAN: a parameter-lean Kolmogorov-Arnold network layer with improved memory efficiency and convergence behavior. Neural Networks. 192. 107883–107883. 2 indexed citations

Zhang, Ruizhi, et al.. (2024). 3-D full-field reconstruction of chemically reacting flow towards high-dimension conditions through machine learning. Chemical Engineering Journal. 499. 156435–156435. 2 indexed citations

Li, Qiaofeng, et al.. (2024). Uncertain lithium-ion cathode kinetic decomposition modeling via Bayesian chemical reaction neural networks. Proceedings of the Combustion Institute. 40(1-4). 105243–105243. 8 indexed citations

Deng, Sili, et al.. (2024). Learning reaction-transport coupling from thermal waves. Nature Communications. 15(1). 9930–9930. 2 indexed citations

Zhao, Peng, et al.. (2023). Accommodating physical reaction schemes in DSC cathode thermal stability analysis using chemical reaction neural networks. Journal of Power Sources. 581. 233443–233443. 13 indexed citations

10.

Deng, Sili, et al.. (2023). Multi-target active subspaces generated using a neural network for computationally efficient turbulent combustion kinetic uncertainty quantification in the flamelet regime. Combustion and Flame. 258. 113015–113015. 5 indexed citations

11.

Hu, Xueshan, Daxian Zuo, Sihui Chen, et al.. (2023). Ultrafast materials synthesis and manufacturing techniques for emerging energy and environmental applications. Chemical Society Reviews. 52(3). 1103–1128. 115 indexed citations

12.

Li, Qiaofeng, et al.. (2023). Bayesian chemical reaction neural network for autonomous kinetic uncertainty quantification. Physical Chemistry Chemical Physics. 25(5). 3707–3717. 22 indexed citations

13.

Deng, Sili, et al.. (2023). Inference of chemical kinetics and thermodynamic properties from constant-volume combustion of energetic materials. Chemical Engineering Journal. 469. 143779–143779. 7 indexed citations

14.

Bhat, M. R., et al.. (2023). Multi-component precursor droplet evaporation in spray synthesis of cathode materials. Chemical Engineering Journal. 479. 147417–147417. 10 indexed citations

15.

Zhang, Jianan, et al.. (2022). Accelerated synthesis of Li(Ni0.8Co0.1Mn0.1)O2 cathode materials using flame-assisted spray pyrolysis and additives. Journal of Power Sources. 528. 231244–231244. 16 indexed citations

16.

Zhang, Jianan, et al.. (2022). Effects of the preheating temperature on flame-assisted spray pyrolysis of nickel-rich cathode materials. Proceedings of the Combustion Institute. 39(1). 1165–1173. 8 indexed citations

17.

Zhang, Jianan, et al.. (2022). Crude glycerol and glycerol as fuels and fuel additives in combustion applications. Renewable and Sustainable Energy Reviews. 159. 112206–112206. 47 indexed citations

18.

Zhao, Hu, Dan Lu, Jiarui Wang, et al.. (2021). Raw biomass electroreforming coupled to green hydrogen generation. Nature Communications. 12(1). 2008–2008. 198 indexed citations

19.

Jiang, Yue, Sili Deng, Sungwook Hong, et al.. (2020). Synergistically Chemical and Thermal Coupling between Graphene Oxide and Graphene Fluoride for Enhancing Aluminum Combustion. ACS Applied Materials & Interfaces. 12(6). 7451–7458. 67 indexed citations

20.

Jiang, Yue, Sili Deng, Sungwook Hong, et al.. (2018). Energetic Performance of Optically Activated Aluminum/Graphene Oxide Composites. ACS Nano. 12(11). 11366–11375. 116 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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