3029-0414

Machine Learning and Data Science in Geotechnics

Emerald (MCB UP)

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Your prioritized action plan

Ordered by how many DOIs each fix touches — start here, not with every error at once.

1

Attach ORCID iDs across 22 articles

ORCID iDs strengthen author disambiguation and institutional reporting.

High impact22 DOIs
2

Add abstracts to 3 articles

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Low impact3 DOIs
3

Add license metadata to 3 records

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Low impact3 DOIs

DOIs for this ISSN

Showing the top 5 of 22 DOIs, ordered by correction priority.

# Title Missing Priority Citations
1 Editorial: Here to bridging tradition and innovation: a prel… (10.1108/mlag-12-2025-011)
Abstract ORCID License
22.58 1
2 Progression of artificial intelligence/machine learning in g… (10.1108/mlag-10-2024-0010)
ORCID
17.47 4
3 Predicting soil stress–strain behaviour with bidirectional l… (10.1108/mlag-08-2024-0007)
ORCID
15.05 3
4 Application of generative AI to automate numerical analysis… (10.1108/mlag-09-2024-0008)
ORCID
11.93 2
5 Large language models for automated grading in geotechnics (10.1108/mlag-01-2025-0001)
ORCID
7.53 1
6 Optimising sample size for normality testing in geotechnical… (10.1108/mlag-03-2025-0008)
ORCID
7.53 1
7 A comparative analysis of deterministic and probabilistic ap… (10.1108/mlag-05-2024-0001)
ORCID
7.53 1
8 Prediction of pipe-jacking forces using a physics-constraine… (10.1108/mlag-06-2024-0004)
ORCID
7.53 1
9 Prediction of efficiency of the filled-trench in layered soi… (10.1108/mlag-08-2024-0006)
ORCID
7.53 1
10 Lessons learned from training an MLP model using layered fea… (10.1108/mlag-12-2025-0022)
ORCID
7.53 1
11 A meta model for time-variant reliability analysis of unsatu… (10.1108/mlag-01-2025-0003)
ORCID
0.00 0
12 State-of-the-art review on predicting stabilized soil proper… (10.1108/mlag-02-2025-0004)
ORCID
0.00 0
13 Digital twin applications in geotechnical engineering: a sys… (10.1108/mlag-02-2025-0005)
0.00 2
14 Active learning-driven ensemble framework for efficient and… (10.1108/mlag-02-2025-0006)
ORCID
0.00 0
15 Maximum entropy principle in geotechnical engineering: a sta… (10.1108/mlag-03-2025-0009)
ORCID
0.00 0
16 Development of neural network-based surrogate models in geot… (10.1108/mlag-04-2025-0011)
ORCID
0.00 0
17 A datacentric long term rockburst intensity prediction for u… (10.1108/mlag-04-2025-0014)
ORCID
0.00 0
18 Dispersion quality of graphene nanoplatelets in cementitious… (10.1108/mlag-05-2025-0015)
ORCID
0.00 0
19 Effects of sample preparation on triaxial compression tests… (10.1108/mlag-05-2025-0016)
ORCID
0.00 0
20 Global sensitivity analysis and Bayesian calibration of an a… (10.1108/mlag-05-2025-0017)
ORCID
0.00 0
21 Probabilistic bit selection using bit performance data, boot… (10.1108/mlag-11-2024-0011)
ORCID
0.00 0
22 Publisher’s note (10.1108/mlag-11-2025-0021)
Abstract References ORCID License
0.00 0