Darius Roman

715 total citations · 1 hit paper
9 papers, 541 citations indexed

About

Darius Roman is a scholar working on Automotive Engineering, Electrical and Electronic Engineering and Control and Systems Engineering. According to data from OpenAlex, Darius Roman has authored 9 papers receiving a total of 541 indexed citations (citations by other indexed papers that have themselves been cited), including 6 papers in Automotive Engineering, 3 papers in Electrical and Electronic Engineering and 2 papers in Control and Systems Engineering. Recurrent topics in Darius Roman's work include Advanced Battery Technologies Research (6 papers), Advancements in Battery Materials (3 papers) and Maritime Transport Emissions and Efficiency (2 papers). Darius Roman is often cited by papers focused on Advanced Battery Technologies Research (6 papers), Advancements in Battery Materials (3 papers) and Maritime Transport Emissions and Efficiency (2 papers). Darius Roman collaborates with scholars based in United Kingdom, Malaysia and Netherlands. Darius Roman's co-authors include David Flynn, Valentin Robu, Saurabh Saxena, Michael Pecht, Gulshan Singh and J. Swingler and has published in prestigious journals such as IEEE Access, Energies and Nature Machine Intelligence.

In The Last Decade

Darius Roman

9 papers receiving 522 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 pipeline for battery state-of-health estimation

2021 418 citations Darius Roman, Saurabh Saxena et al. Nature Machine Intelligence profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Darius Roman United Kingdom	7	428	394	110	80	36	9	541
Xinrong Huang China	15	584 1.4×	553 1.4×	125 1.1×	53 0.7×	44 1.2×	34	702
Jianping Wen China	4	397 0.9×	394 1.0×	80 0.7×	37 0.5×	63 1.8×	9	556
Yihuan Li China	9	412 1.0×	377 1.0×	130 1.2×	57 0.7×	24 0.7×	17	527
Muhammad Junaid Alvi Pakistan	7	334 0.8×	376 1.0×	89 0.8×	28 0.3×	21 0.6×	15	521
S. Tamilselvi India	10	167 0.4×	303 0.8×	100 0.9×	60 0.8×	38 1.1×	34	493
Jungsoo Kim South Korea	13	514 1.2×	479 1.2×	144 1.3×	66 0.8×	29 0.8×	18	628
Taiqiang Cao China	6	171 0.4×	270 0.7×	115 1.0×	30 0.4×	31 0.9×	22	374
Xiaowei Zhao China	12	646 1.5×	553 1.4×	190 1.7×	60 0.8×	21 0.6×	27	769
Chaofeng Pan China	17	797 1.9×	662 1.7×	208 1.9×	67 0.8×	50 1.4×	49	895

Countries citing papers authored by Darius Roman

Since Specialization

Citations

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

Fields of papers citing papers by Darius Roman

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Darius Roman

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

All Works

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9 of 9 papers shown

1.

Roman, Darius, et al.. (2024). Machine Learning Pipeline for Power Electronics State of Health Assessment and Remaining Useful Life Prediction. IEEE Access. 12. 136727–136746. 2 indexed citations

2.

Saxena, Saurabh, Darius Roman, Valentin Robu, David Flynn, & Michael Pecht. (2021). Battery Stress Factor Ranking for Accelerated Degradation Test Planning Using Machine Learning. Energies. 14(3). 723–723. 25 indexed citations

3.

Roman, Darius, et al.. (2021). Deep Learning Pipeline for State-of-Health Classification of Electromagnetic Relays. Data Archiving and Networked Services (DANS). 1–7. 3 indexed citations

4.

Roman, Darius, et al.. (2021). A Machine Learning Degradation Model for Electrochemical Capacitors Operated at High Temperature. IEEE Access. 9. 25544–25553. 18 indexed citations

5.

Roman, Darius, Saurabh Saxena, Valentin Robu, Michael Pecht, & David Flynn. (2021). Machine learning pipeline for battery state-of-health estimation. Nature Machine Intelligence. 3(5). 447–456. 418 indexed citations breakdown →

6.

Roman, Darius, et al.. (2020). Prognostics and Health Management for the Optimization of Marine Hybrid Energy Systems. Energies. 13(18). 4676–4676. 36 indexed citations

7.

Roman, Darius, et al.. (2020). AI-Driven Maintenance Support for Downhole Tools and Electronics Operated in Dynamic Drilling Environments. IEEE Access. 8. 78683–78701. 24 indexed citations

8.

Roman, Darius, et al.. (2019). Optimisation of hybrid energy systems for maritime vessels. The Journal of Engineering. 2019(17). 4516–4521. 7 indexed citations

9.

Roman, Darius, et al.. (2017). A review of the role of prognostics in predicting the remaining useful life of assets. 135–135. 8 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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