You can publish an open access article in this gold open access journal by paying an article processing charge (APC).

Author guidelines

Manuscript preparation guidelines for journal authors - Engineering

Our engineering journal titles report the latest research and current practice for the benefit of the international civil engineering profession and related disciplines. We also cover historical research and lessons learned from past events. Each paper is independently assessed and peer-reviewed.

All of our engineering titles broadly follow the guidelines below. More specific instructions may be found on the journal homepage of the title that you are submitting to.

Types of content

  • Paper (including research, case study or project papers). A Research article is an original presentation of findings from an investigation. A case study looks at the effects of the implementation of, for example, a system and analyses it, in context of the situation.
  • State-of-the-art review. A state-of-the-art review is an up-to-date summary of knowledge on a particular subject or issue and represents an overview of recent developments.
  • Briefing articles. Short, topical updates, which are not sufficiently comprehensive or novel to be submitted as a research article. Typically, briefings are used to provide authoritative updates of relevant technical, regulatory and professional developments. They can introduce new ideas, explain new legislation, reflect on industry trends, provide the background to a new product or service, discuss anniversaries and events, or simply report a short case history.
  • Book review. A book review provides a short description of an academic title and evaluates its quality and contribution to the field in question.
  • Discussion. This article format allows reader to comment on previously published papers. Authors of the paper being discussed are given the right to reply. All correspondence is peer-reviewed by a member of the Editorial Board or Panel.
  • Letters (Géotechnique Letters only, 2,000 words max). Géotechnique Letters seeks the presentation of novel or emerging ideas and designs, current case studies or the results arising from recently completed research or work in progress that may be of immediate interest to the wider geotechnical community. The shorter format encourages the rapid publication of articles.

Length (excluding abstract and reference list)

  • Research articles have a maximum length of 5,000 words (excluding article title, abstract and reference list).
  • Briefing articles have a word count limit of 2,000.
  • Across all journals there is a word count limit of 500 for discussions and book reviews.
  • Géotechnique research articles have a page limit corresponding to 12 published journal pages, combining all aspects of the paper (See here for more details). 

If your article exceeds these restrictions, you can upload the additional information as supplementary data. Please note, that this is only published online and not in the print version of the journal. You can find out more information by reading our supplementary information policy.

Format and elements of submitted texts

Please prepare your main text document in Microsoft Word, text should be double-line spaced, line numbered and pages should be numbered. We have a template available should you need it.

ScholarOne cannot build a PDF from LaTeX. Authors are asked to upload a PDF of their article, and then LaTeX files as supplementary ones (not for review).

Please note that the style that you submit your paper in (e.g. any additional italics or bold fonts, bullet points, etc.) may be changed on publication to accommodate our house style.

Style

Language:

  • The text should be written in UK English, in the third person and all spelling follow the latest edition of The Concise Oxford English Dictionary, with a preference for ‘s’ rather than ‘z’ spellings, e.g. specialise.
  • The manuscript should be able to be readily understood by a civil engineer and avoid any colloquialisms.
  • The terms, including nomenclature and abbreviations, and style should be consistent throughout the text. Please bear this in mind when collaborating with other authors on the text.
  • Referring directly to the names of individuals, organisations, products or services is forbidden unless essential to the comprehension of the manuscript. Gratuitous flattery or derogatory remarks about any person/organisation should not be included.
  • Principal participants in a project should be listed separately in a table or acknowledgement at the end of the text. If a person/client is involved, you should seek their permission to detail the project.
  • We do not accept footnotes.
  • Symbols and Units: SI and derived units should be used, including for historical structures.
  • Abbreviations: the use of internationally recognised abbreviations is allowed in the text provided they are defined on first use. Abbreviations should not be used in the title unless a commonly used, non-specialist term. Any abbreviations which can be pronounced as a word (i.e. acronyms) should generally have an upper-case initial only (e.g. Defra). Symbols for chemical elements and compounds should not be used as abbreviations unless in the context of a chemical equation. In particular, ‘carbon dioxide’ should not be abbreviated to ‘CO2’ or ‘carbon’.
  • Use bullet points rather than numbered lists.
  • Text should be 1.5 spacing or double spaced.

Emerald’s Policy on AI Usage

Emerald’s overarching principles of AI usage:

1) Authors and peer reviewers are responsible and accountable for the accuracy and integrity of their work.

2) AI tools and technology must be used responsibly and transparently.

3) AI tools and technology should not replace human involvement in the publication process but instead supplement it.

Copywriting (creating, drafting, or writing) any part of a submission using generative AI tools and technology to generate new material is not permitted.

Copy-editing (correcting, editing, formatting, modifying, or refining) all or part of an author’s own original existing work using generative AI tools and technology the content to improve its structure and the clarity of the language and grammar is permitted, ensuring users adhere to the following overarching principles.

Emerald’s full policy, including examples of use cases can be found on our Publishing Ethics page.

Guide

The following is a detailed manuscript preparation guide for research articles to ICE Publishing’s engineering titles; however, they can, in the most part, be used as a basis for other article types amending to concur with the word limit and premise of the formats, as appropriate.

First Page

On the first page of your main text document please provide:

  • The date that the text was written or revised
  • Title of paper (please see below for guidance on titles)
  • Full names and post-nominal letters of author(s)
  • Positions, affiliations and ORCID number of author(s)
  • Contact address and email addresses of all authors
  • Number of words in the main text (excluding abstract and references) and the number of figures and tables.
  • Please DO NOT include your personal telephone number on the title page.

Title

Titles are limited to 90 characters, including spaces. Please avoid the use of any abbreviations, acronyms or formulae. Titles should clearly reflect the content of the manuscript and any search terms that readers may use should be considered and incorporated.

Abstract

Please provide a 150–200 word summary of the submission (briefings, research articles and letters only). This should be a concise reflection of the aims, findings, conclusions and any interesting or important results. Take care to incorporate any terms that may be used by potential interested readers to improve the article’s discoverability online (search engine optimisation). This should contain no references; abbreviations that are not commonly used should be defined (for the benefit of the non-specialist reader) at first use.

List of notations

Please provide a list of symbols and definitions used in the text that would be helpful for the reader.

Keywords

These are used for indexing your article on ICE Virtual Library (this website). Please select a minimum of three keywords from this MS Excel file (if it displays as symbols on a webpage, try opening them in a browser other than Internet Explorer). When you submit your article, you may also type in keywords not on this list.

Introduction

A concise, accurate, but not exhaustive, summary of current knowledge, with reference to relevant previous and recent works in the field should be presented. This should be accompanied with the aims of and justification for the work contained in the submitted manuscript.

Main Text

The methods and processes applied to investigate and achieve the aims should be communicated in sufficient detail that readers could repeat the work successfully. The results should be reported clearly and logically, must be interpreted accurately and discussed fairly. Figures/tables can be used to support these findings, but data must not be reproduced in more than one form.

It is a requirement that all research articles include a section at the end of the main text that highlights the contribution of the findings to the field and any potential applications.

All research articles, case studies and project papers should discuss how the work relates to mitigation of or adaptation to climate change. Where relevant, a section on health and safety should be included.

Figures

In general, we recommend one figure per 500 words of text.

Examples of figures and guidance on filetypes can be seen on our Figure Guidance page. For specific advice and step by step guidance on accepted file formats and our figure requirements please open, download and save our figure guidelines PDF.

All figures are published in colour online. The following four journals also have a black and white printed version: Bridge Engineering, Géotechnique, Ground Improvement and Magazine of Concrete Research. This should be considered when trying to convey information through colour, use greyscale where necessary. If you wish, you can pay a charge of 750 GBP for colour printing. To do so, send this form to the journal office.

If reproducing or adapting figures from other published work, this must be referenced in the caption and appropriate permissions sought. Please see our copyright page for more information.

Conclusions

A concise summary of the findings or, in the instance of case studies or project papers, the lessons learned. No new information should be introduced here. If necessary, you should explain here the applicability / relevance of your article to readers in other countries.

Research papers must explain the practical relevance and potential applications of the work described. This is important to readers working in civil engineering and related practice.

Similarly, case studies and project papers must highlight the relevance of the work described and summarise the lessons learned. As with research papers, they must also include relevant references to demonstrate how previous research and practice has been used. These references could be standards, codes or relevant past ICE Publishing journal papers.

Appendices

Additional information, such as tables or mathematical calculations/derivations can be included and should be clearly referred to, from the main text, as belonging to the appendix. These will be included in the print and online versions of the article.

Acknowledgements

Please provide details from those (individuals and institutions) other than co-authors that contributed to the paper. Additional details required by funding bodies can be placed here too, as well as information about the source of the work (i.e., based on a presentation etc.)

References

Please add a list of literature cited in the manuscript at the end of the text. Harvard style (author, date) referencing is used in engineering papers. Further details about Harvard referencing.

Unpublished material should not be included in the Reference list.

  • If an article has been submitted but not yet accepted, it should only be cited within the text and not the reference list. For example, at the first citation ‘(see ‘Title of publication’ by Author, submitted to Journal’). Subsequent citations can be presented as ‘Author (submitted)’ or ‘(Author, submitted)’.
  • If an article has been submitted and accepted but is not yet published, it should be included in the reference list with 'in press' at the end. A DOI number should be included where possible. 

Mathematical equations

Only relevant equations should be included in the main text and should be numbered – anything else can be added as an appendix or as supplementary information. Simple, single line equations can be written using word; an equation editor program is required for more complex formulae.

Figures and tables caption list: Please supply a figure caption list at the end of your main text document. Figures and tables must be mentioned in the text in consecutive order, but as different sets (i.e., Figure 1, Table 1 etc.) All figures must have a brief title accompanied with a short description that can be able to be understood without reference to the main text.

Author Photos

Authors are encouraged to provide a passport style photograph of themselves. These will be published only if a file for every named author is provided.

Corresponding Authors

We only permit one corresponding author per submission. Co-authors can be added, and their email addresses and institutions must be provided. 

Supplementary information

Additional information, data and other material that may enhance the manuscript but is not necessary to the conclusions can be uploaded as supplementary material. Any reference to supplementary information in the main text should be referred to as, e.g., Figure S1. Further details, please read our supplementary information policy.

Next steps

Once you have completed your manuscript preparation, please go through this submission checklist. When you are ready, please upload your MS Word document text, and separate high-resolution image files, to the journal submission website. All of our titles use ReView, a manuscript management system - all articles must be uploaded through this.

We have more instructions on how to submit your article. This will save you emailing large files through to us. Please do not submit all of your files as one PDF. You will receive a confirmation email once you have successfully submitted your paper online.

Copyright Information

Information on copyright, including text extracts and the reuse of permission published elsewhere, can be found via our Copyright and Permissions page

If you have any queries, please contact the editorial office.

Editorial team

Mohammad Rezania

Meet our editor

Mohammad Rezania is a Reader in Civil Engineering and Director of Applied Geomechanics Laboratory at the School of Engineering of the University of Warwick, UK.

 

Mohammad is an internationally recognised, highly cited, and award-winning researcher. His research primarily centres on topics related to ground engineering and geomechanics. His main research focus is applied research on addressing the most challenging practical issues that industries, particularly from resources, renewable energy, sustainable construction and mining sectors, face when dealing with different geo-materials.

In the large data analysis field, he has done pioneering work on development and application of artificial intelligence (AI), machine learning (ML) and stochastic methods in civil engineering. Mohammad’s research in this area leveraged AI, ML and large data analysis to develop new high-precision predictive models for complex civil engineering problems.

He is Vice-Chair of the International Society of Soil Mechanics and Foundation Engineering (ISSMGE) technical committee on “Machine Learning and Big Data in Geotechnics” (TC309), representing the ML-focused geotechnical community in the ISSMGE and organising TC’s activities in different conferences, workshops, and symposiums. Mohammad has also contributed to various research projects during his academic career, such as leading a team from twelve universities and industry partners across Europe in the RFCS project MINRESCUE.

In addition to his new role as the Editor-in-Chief of Machine Learning and Data Science in Geotechnics (Emerald), he has also served as a Guest Editor and Associate Editor for a number of journals including the journal of Smart Construction and Sustainable Cities.

He has extensively published in many top-ranked journals and international conferences, with a current total of 1,700+ citations from over 100 publications as of early-2024.

  • Editor-in-Chief

    • Mohammad Rezania
      University of Warwick - United Kingdom
  • Assistant Editor

    • Derek Guotao MA
      University of Warwick - United Kingdom
    • Mahdi Shadabfar
      Sharif University of Technology - Iran
  • Associate Editor

    • Zili LI
      University College Cork - Republic of Ireland
    • Dr Negin Yousefpour
      University of Melbourne - Australia
    • Dongming ZHANG
      Tongji University - P.R. China
    • Wengang ZHANG
      Chongqing University - P.R. China
  • Editorial Board

    • Bilal Ayyub
      University of Maryland - USA
    • Siau Chen (Darren) Chian
      National University of Singapore - Singapore
    • Jian DENG
      Lakehead University - Canada
    • Behzad Fatahi
      University of Technology, Sydney - Australia
    • Maria Ferentinou
      Liverpool John Moores University - United Kingdom
    • Hongwei HUANG
      Tongji University - P.R. China
    • Rosalind Hen-Jones
      Robertson Geo - United Kingdom
    • Yaser Jafarian
      Deltares - The Netherlands
    • Andy Y F LEUNG
      The Hong Kong Polytechnic University - P.R. China
    • Fang LIU
      Tongji University - P.R. China
    • Elham Mahmoudi
      Ruhr-Universität Bochum - Germany
    • Majidreza Nazem
      RMIT University - Australia
    • Ali Parsa
      JK Geotechnics - Australia
    • K K Phoon
      Singapore University of Technology and Design
    • Takayuki SHUKU
      Okayama University - Japan
    • Brian Sheil
      University of Cambridge - United Kingdom
    • David Toll
      Durham University - United Kingdom
    • Franz Tschuchnigg
      Graz University of Technology - Austria
    • Marco Uzielli
      University of Florence - Italy
    • Ze Zhou WANG
      University of Cambridge - United Kingdom
    • Yadong XUE
      Tongji University - P.R. China
    • Zhen-Yu YIN
      The Hong Kong Polytechnic University - P.R. China
    • Jie ZHANG
      Tongji University - P.R. China
    • Yi ZHANG
      Southeast University - P.R. China
  • Publisher

  • Journal Editorial Office (For queries related to pre-acceptance)

  • Supplier Project Manager (For queries related to post-acceptance)

Indexing & metrics

Publication timeline

Time to first decision

35

days

Time to first decision

35

days

Further information

Time to first decision, expressed in days, the "first decision" occurs when the journal’s editorial team reviews the peer reviewers’ comments and recommendations. Based on this feedback, they decide whether to accept, reject, or request revisions for the manuscript.

Data is taken from submissions between 1st April 2024 and 31st March 2025

Acceptance rate

54.5

%

Acceptance rate

54.5

%

Further information

The acceptance rate is a measurement of how many manuscripts a journal accepts for publication compared to the total number of manuscripts submitted expressed as a percentage %

Data is taken from submissions between 1st April 2024 and 31st March 2025.


Usage

Downloads

2437

Articles

Downloads

2437

Articles

Further information

This figure is the total amount of downloads for all articles published early cite in the last 12 months

 

(Last updated: April 2025)

This journal is included in the following abstract and indexing services:

  • Directory of Open Access Journals (DOAJ) 

  • EBSCO Discovery Service

  • Summons (Proquest)

  • Google Scholar

  • WorldCat

Reviewers

Reviewer information


Peer review process

This journal engages in a double-anonymous peer review process, which strives to match the expertise of a reviewer with the submitted manuscript. Reviews are completed with evidence of thoughtful engagement with the manuscript, provide constructive feedback, and add value to the overall knowledge and information presented in the manuscript.

Mission

The mission of the peer review process is to achieve excellence and rigour in scholarly publications and research.

Vision

Our vision is to give voice to professionals in the subject area who contribute unique and diverse scholarly perspectives to the field.

Values

The journal values diverse perspectives from the field and reviewers who provide critical, constructive, and respectful feedback to authors. Reviewers come from a variety of organizations, careers, and backgrounds from around the world.

Ethics

All invitations to review, abstracts, manuscripts, and reviews should be kept confidential. Reviewers must not share their review or information about the review process with anyone without the agreement of the editors and authors involved, even after publication. This also applies to other reviewers’ “comments to author” which are shared with you on decision.


Resources to guide you through the review process

Discover practical tips and guidance on all aspects of peer review in our reviewers' section. See how being a reviewer could benefit your career, and discover what's involved in shaping a review.

More reviewer information


Calls for papers & news

Calls for papers

Closes:
25 Feb 2027

Practical Machine Learning for Sustainable Geotechnical Engineering

Machine Learning and Data Science in Geotechnics

Submit your manuscript here!IntroductionThe rapid evolution of machine learning (ML) and data science is transforming the l...

Guest editor(s):
Dr Meghdad Bagheri
Practical Machine Learning for Sustainable Geotechnical Engineering

News

Thank you to the 2024 Reviewers!

The publishing and editorial teams would like to thank the following for their invaluable service as 2024 reviewers for Machine Learning and Data Science in Geotechnics. We are very grateful for all the contributions made! It is w...

27/08/2025
Thank you to the 2024 Reviewers!

As a gold open access journal, article processing charges (APCs) apply. These are currently £1250/$1500/€1440.

ISSN: 3029-0422
eISSN: 3029-0422

You can publish an open access article in this gold open access journal by paying an article processing charge (APC).

Aims and scope

Machine Learning and Data Science in Geotechnics (MLaG) aims to disseminate original contributions in the emerging fields of machine learning, artificial intelligence, big data analysis, and statistical approaches, with a focus on addressing various geotechnical engineering challenges.

Submitted papers should explicitly or implicitly utilise and/or develop these themes to tackle specific geotechnical engineering scenarios or applications. The journal encourages contributions that leverage these advanced methods to achieve more sustainable geotechnical solutions. As such, submissions addressing improved resilience of infrastructure, minimizing resource use, enhancing efficiency, and promoting long-term sustainability in geotechnical practices are particularly welcomed.

The scope of the journal encompasses geotechnical problems ranging from micro-scale concerns, such as coupled effects in soils as multiphase materials, to large-scale challenges, including different infrastructure or geostructures like tunnels, slopes, embankments, bridges, foundations, railways, mines and geoenvironmental systems.

Transparency statement for Machine Learning and Data Science in Geotechnics

  1. Journal Ownership: Machine Learning and Data Science in Geotechnics is owned and published by Emerald Publishing.
  2. Peer Review Process: The journal operates a double-anonymous peer review model. All articles undergo an initial assessment by the journal editor. If they are suitable for consideration, articles will then be reviewed by a minimum of two external reviewers to assess suitability for publication. Final responsibility for editorial decisions rests with the Editor-in-Chief of the journal.
  3. Editorial team/contact information: Contact details for the editorial team can be found on the journal homepage. Queries may also be directed to Emerald’s Publishing team as follows: Ben Ramsden [email protected]
  4. Copyright: All articles in the journal are published Open Access under a Creative Commons Attribution license (CC BY-4.0). This allows authors to retain copyright of their work whilst others can share, use and build upon this work created on the basis that appropriate attribution is given.
  5. Author Fees: Article Processing Charges (APCs) apply and details can be found in the author guidelines section of the journal homepage.
  6. Allegations of Misconduct: All journals published by Emerald are members of and subscribe to the principles of the Committee on Publication Ethics. In the event of any allegation of research or publication misconduct, the publisher and editor will adhere to COPE guidelines in dealing with such allegations.
  7. Conflicts of interest: Authors are asked to declare any financial or ethical conflicts of interest upon submitting their work to the journal. Difficult cases will be referred to the Committee on Publishing Ethics (COPE) for advice.
  8. Frequency: The journal operates a continuous publication model whereby articles will be published as the final and complete version of record upon acceptance.
  9. Access: All journal articles are published Open Access on EmeraldInsight.com under a CCBY 4.0 licence (please see section 4).
  10. Advertising: The journal does not accept direct advertising.
  11. Archiving: Emerald provides perpetual access for all e-journal content by working with digital preservation schemes Portico, LOCKSS and CLOCKSS.
  12. Direct marketing: On occasion, the journal will use direct marketing activities (primarily email campaigns) to raise awareness of the journal and to invite authors to submit articles. Marketing activities are conducted by Emerald.
     

This statement was updated by Ben Ramsden (Emerald Publishing) on 12th November 2024.

sustainable

This title is aligned with our sustainable structures and infrastructures goal

We recognise the transformative power of sustainable engineering, design and building practices in creating a world where our planet and its inhabitants can thrive.

SDG 3 Good health & well-being
SDG 6 Clean water & sanitation
SDG 7 Affordable & clean energy
SDG 9 Industry, innovation & infrastructure
SDG 11 Sustainable cities & communities
SDG 12 Responsible consumption & production
SDG 13 Climate action
Find out about our sustainable structures and infrastructures goal