Evidence map›Paper›PMID 42197199›Full record

ReviewMolecules (Basel, Switzerland)2026

Oil Characterization, Molecular Modeling and Process Simulation in Petroleum Research and Industry, Opportunities, Challenges and Perspectives.

Svetlin Vasilev, Dicho Stratiev, Ivelina Shishkova, Rosen Dinkov, Dobromir Yordanov, Tamer M M Abdellatief, Sotir Sotirov, Evdokia Sotirova, Aleksandar Dimitrov, Vania Georgieva and 3 more

Abstract readReview
In one paragraph

Review in Molecules (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

Svetlin VasilevUniversity Prof. Dr. Assen Zlatarov, Professor Yakimov 1, 8010 Burgas, Bulgaria.
Dicho StratievLUKOIL Neftohim Burgas, 8104 Burgas, Bulgaria.ORCID 0000-0001-7486-0589
Ivelina ShishkovaLUKOIL Neftohim Burgas, 8104 Burgas, Bulgaria.ORCID 0000-0002-3959-9095
Rosen DinkovLUKOIL Neftohim Burgas, 8104 Burgas, Bulgaria.ORCID 0000-0002-9772-1845
Dobromir YordanovUniversity Prof. Dr. Assen Zlatarov, Professor Yakimov 1, 8010 Burgas, Bulgaria.ORCID 0000-0002-3322-9819
Tamer M M AbdellatiefSustainable Energy & Power Systems Research Centre, The Research Institute of Sciences and Engineering (RISE), University of Sharjah, Sharjah 27272, United Arab Emirates.ORCID 0000-0002-5378-3331
Sotir SotirovUniversity Prof. Dr. Assen Zlatarov, Professor Yakimov 1, 8010 Burgas, Bulgaria.ORCID 0000-0003-1292-6225
Evdokia SotirovaUniversity Prof. Dr. Assen Zlatarov, Professor Yakimov 1, 8010 Burgas, Bulgaria.
Aleksandar DimitrovUniversity Prof. Dr. Assen Zlatarov, Professor Yakimov 1, 8010 Burgas, Bulgaria.ORCID 0000-0002-2683-2222
Vania GeorgievaUniversity Prof. Dr. Assen Zlatarov, Professor Yakimov 1, 8010 Burgas, Bulgaria.
Tania PenchevaInstitute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences, Georgi Bonchev 105, 1113 Sofia, Bulgaria.ORCID 0000-0002-1439-8895
Krassimir AtanassovInstitute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences, Georgi Bonchev 105, 1113 Sofia, Bulgaria.ORCID 0000-0001-5625-071X
Radoslava NikolovaUniversity Prof. Dr. Assen Zlatarov, Professor Yakimov 1, 8010 Burgas, Bulgaria.ORCID 0000-0002-7237-957X

Funding

Prof. Assen Zlatarov University BG16RFPR002-1.014-0016-C01
6 · The paper itself

Abstract

Petroleum is a valuable mineral resource from which base fuels and innumerable materials are produced. Its optimized utilization requires a deeper understanding of its chemistry, that can be obtained by improved characterization and molecular modeling approaches. Since the introduction of the molecular modeling strategy in 1989 up to now the number of publications has increased exponentially, but a comprehensive review, that tracks the evolution in the development of molecular modeling, based on improved oil characterization methods, and process simulation in petroleum research and industry, has not appeared yet. For that reason 459 published studies, dedicated to the progress in petroleum characterization methods, which support the advance in molecular reconstitution, and to process simulation in petroleum refining, found in Scopus, American Chemical Society (ACS), Wiley, Springer, Taylor and Francis, MDPI, Google Scholar and others for the period 1989-2025 and the beginning of 2026, were reviewed. From virtual oil molecules used in the pioneering studies of molecular modeling the advance in the semi-quantitative characterization of petroleum enabled the molecular models of petroleum to become molecular-characterization-informed models. The advance in the optimization algorithms together with the progress of the hardware allowed 423-fold reduction in computation time, that enabled involvement of the molecular reconstruction models in refining process models and optimizing refining performance. The progress achieved in the molecular reconstitution of petroleum allows its application in crude oil selection in petroleum refining and for geochemistry studies.

Indexed as

molecular modelingoil characterizationpetroleumprocess simulationrefining

Identifiers

PMID42197199
PMCPMC13209526

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.