You can publish an open access article in this gold open access journal by paying an article processing charge (APC).
Machine Learning and Data Science in Geotechnics
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.
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.
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.
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Editor-in-Chief
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Mohammad
Rezania
University of Warwick - United Kingdom
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Mohammad
Rezania
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Assistant Editor
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Derek Guotao
MA
University of Warwick - United Kingdom
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Mahdi
Shadabfar
Sharif University of Technology - Iran
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Derek Guotao
MA
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Associate Editor
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Zili
LI
University College Cork - Republic of Ireland
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Zenon
Medina-Cetina
Texas A&M University - USA
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Dongming
ZHANG
Tongji University - P.R. China
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Wengang
ZHANG
Chongqing University - P.R. China
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Zili
LI
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Editorial Board
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Bilal
Ayyub
University of Maryland - USA
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Siau Chen (Darren)
Chian
National University of Singapore - Singapore
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Jian
DENG
Lakehead University - Canada
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Behzad
Fatahi
University of Technology, Sydney - Australia
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Maria
Ferentinou
Liverpool John Moores University - United Kingdom
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Hongwei
HUANG
Tongji University - P.R. China
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Rosalind
Hen-Jones
Robertson Geo - United Kingdom
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Yaser
Jafarian
Deltares - The Netherlands
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Andy Y F
LEUNG
The Hong Kong Polytechnic University - P.R. China
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Fang
LIU
Tongji University - P.R. China
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Elham
Mahmoudi
Deltares - The Netherlands
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Majidreza
Nazem
RMIT University - Australia
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Ali
Parsa
JK Geotechnics - Australia
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K K
Phoon
Singapore University of Technology and Design
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Takayuki
SHUKU
Okayama University - Japan
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Brian
Sheil
University of Cambridge - United Kingdom
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David
Toll
Durham University - United Kingdom
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Franz
Tschuchnigg
Graz University of Technology - Austria
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Marco
Uzielli
University of Florence - Italy
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Ze Zhou
WANG
University of Cambridge - United Kingdom
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Yadong
XUE
Tongji University - P.R. China
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Zhen-Yu
YIN
The Hong Kong Polytechnic University - P.R. China
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Jie
ZHANG
Tongji University - P.R. China
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Yi
ZHANG
Tsinghua University - P.R. China
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Bilal
Ayyub
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Publisher
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Ben
Ramster
Emerald Publishing - UK
[email protected]
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Ben
Ramster
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Journal Editorial Office (For queries related to pre-acceptance)
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Meghna
Arya
Emerald Publishing - India
[email protected]
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Meghna
Arya
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Supplier Project Manager (For queries related to post-acceptance)
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Sonali
Durge
Emerald Publishing
[email protected]
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Sonali
Durge
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.
Calls for papers
Advances in Machine Learning Applications for Underground Space
Machine Learning and Data Science in Geotechnics
The Editorial Board of Machine Learning and Data Science in Geotechnics is inviting new papers on Data-centric modelling and analysis of sustainable geotechnical systems. The aim of this special issue is to trans...
Data-centric modelling and analysis of sustainable geotechnical systems
Machine Learning and Data Science in Geotechnics
The Editorial Board of Machine Learning and Data Science in Geotechni...
Deep learning, automation, and big data analysis to reduce uncertainty in geotechnical practice
Machine Learning and Data Science in Geotechnics
The Editorial Board of Machine Learning and Data ...
A gold open-access journal from ICE Publishing. The journal’s Article publication charge (£1,250) will be waived for submissions made in the first 12 months. This period will begin when the journal’s ScholarOne website opens in April 2024.
The article processing charge (APC) will be waived for content submitted to this journal before 31st March 2025.
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 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.
The article processing charge (APC) will be waived for content submitted to this journal before 31st March 2025.
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.