Evidence map›Paper›PMID 41517230›Full record

ReviewFoods (Basel, Switzerland)2026

Mathematical Modeling and Computational Approaches for Pulsed Electric Field Processing in Food Preservation: A Comprehensive Review.

Giovanni Luzi, Khawaja Muhammad Imran Bashir, Wenjing Lyu, Man-Gi Cho, Jae-Suk Choi

Abstract readReview
In one paragraph

Review in Foods (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

5 authors.

Giovanni LuziLSTME Busan, 2B 1276 Jisa-dong, Gangseo-gu, Busan 46742, Republic of Korea.ORCID 0000-0002-6760-5421
Khawaja Muhammad Imran BashirDepartment of Seafood Science and Technology, The Institute of Marine Industry, Gyeongsang National University, 2-9, Tongyeong 53064, Republic of Korea.ORCID 0000-0002-6830-2588
Wenjing LyuDST Entwicklungszentrum für Schiffstechnik und Transportsysteme e.V., Oststraße 77, 47057 Duisburg, Germany.ORCID 0000-0002-4976-2255
Man-Gi ChoLSTME Busan, 2B 1276 Jisa-dong, Gangseo-gu, Busan 46742, Republic of Korea.
Jae-Suk ChoiDepartment of Seafood Science and Technology, The Institute of Marine Industry, Gyeongsang National University, 2-9, Tongyeong 53064, Republic of Korea.ORCID 0000-0002-8151-6054

Funding

National Research Foundation of Korea RS-2024-00335405
6 · The paper itself

Abstract

Pulsed electric field technology possesses a high potential and a bright future in food processing to inactivate microorganisms and reduce enzymatic activity. Processed food shows a higher retention of health-related compounds and an extension of the shelf-life compared to conventional pasteurization methods. This technology is gradually moving from the laboratory and pilot-plant scale to the commercial scale. In the current review, we focus on the way existing knowledge on mathematical modeling and computational approaches is structured, connected, and interpreted across scales. We start with the electroporation models, progressing from those that are derived from simple physical and chemical considerations to those that are based on more complex probabilistic approaches. They attempt to predict how electric pulses create pores in cell membranes and form the basis of kinetic inactivation models. Subsequently, we examine the most common kinetic models of microorganism inactivation, from first-order models to models based on random and probabilistic considerations. We then review the works carried out on the numerical simulations of the electric field in a continuous PEF chamber and the works related to coupled simulations of the electric, fluid flow, temperature, and inactivation kinetic field. Finally, we conclude the manuscript with a section dedicated to the current applications of the PEF process to demonstrate its effectiveness.

Indexed as

food preservationnon-thermal processingnumerical simulationspulsed electric fields

Identifiers

PMID41517230
PMCPMC12785869

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.