Laurent KouadioHome
Research output

Research publications

Peer-reviewed research, preprints, and technical reports spanning geophysics, machine learning, and environmental modeling.

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Journals & venues
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IP records
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Publication overview

Output per year, status of each paper, and where the work is published.

Publications per year

PublishedUnder review / preprint

By status

  • Published20
  • Under Review3

Top venues (published)

  • Journal of Applied Geophysics4
  • Journal of Environmental Management2
  • 2024 International Conference on Intelligent Computing and Next Generation Networks1
  • Computers & Geosciences1
  • Earth Science Informatics1

Selected work

Papers that best represent my research.

Journal of Environmental Management2024

Multifaceted anomaly detection framework for leachate monitoring in landfills

Liu, R.; Jiang, S.; Ou, J.; Kouadio, K. L.*; Xiong, B.

DOI
Geophysics2024

An Integrated Approach for sewage diversion: Case of Huayuan mine, Hunan Province, China

Kouadio, K. L.; Liu, J.; Liu, R.; Boukhalfa, Z.

DOI
Journal of Environmental Management2024

Machine learning-based techniques for land subsidence simulation in an urban area

Liu, J.; Liu, W.; Allechy, F. B.; Zheng, Z.; Liu, R.; Kouadio, K. L.*

DOI

All publications

Search and filter every paper, then export citations as BibTeX.

23 results · tick papers to export them

2026

  • 2026Published

    A diagnostic framework for interpreting spatiotemporal probabilistic forecasts

    Kouadio, K. L.; Liu, R.; Loukou, K. G. H.; Liu, W.; Qing, Z.; Liu, Z.

    Environmental Modelling & Software

    DOI
  • 2026Published

    A low-cost method for planar localization of leakage points in closed landfills

    Liu, R.; Liu, Y.; Jiang, S.; Yang, G.; Kouadio, K. L.

    Waste Management

    DOI
  • 2026Published

    Characterization and Modeling of Fractured Aquifers Using Electrical Resistivity Tomography in Langbabokohou, Bouake (Central Cote d'Ivoire)

    Loukou, K. G. H.; Kouame, L. N.; Kouadio, K. L.; Konan, B. R.; Assi, Y. M.

    Journal of Geoscience and Environment Protection

    DOI
  • 2026Published

    Electrical Imaging and 3D Modeling of a Discontinuous Aquifer: Insights from Toumbakro, Bouake, Cote d'Ivoire

    Loukou, K. G. H.; Kouame, L. N.; Kouadio, K. L.

    Geology, Geophysics and Environment

    DOI
  • 2026Under Review

    Physics-Informed Deep Learning Reveals Divergent Urban Land Subsidence Regimes

    Kouadio, K. L.; Liu, R.; Liu, Z.; Jiang, S.; Kouamelan, S.; Liu, W.; Qing, Z.; Zheng, Z.

    Under review — IEEE Transactions on Geoscience and Remote Sensing

2025

  • 2025Published

    A mixture learning strategy for predicting aquifer permeability coefficient K

    Kouadio, K. L.; Liu, J.; Liu, W.; Liu, R.

    Computers & Geosciences

    DOI
  • 2025Under Review

    Cluster-Aware Severity: Diagnosing Bursts of Prediction-Interval Violations

    Kouadio, K. L.; Liu, R.

    Under review — Information Sciences

  • 2025Published

    k-diagram: Rethinking Forecasting Uncertainty via Polar-Based Visualization

    Kouadio, K. L.

    Journal of Open Source Software (JOSS)

    DOI
  • 2025Published

    k-diagram: Technical Report — Derivations and Details

    Kouadio, K. L.

    Zenodo (Technical Report)

    DOI
  • 2025Under Review

    XTFT: A Next-Generation Temporal Fusion Transformer for Uncertainty-Rich Time Series Forecasting

    Kouadio, K. L.; Liu, Z.; Liu, R.; Bizimana, P. C.; Yang, G.; Liu, W.

    Under review — IEEE TPAMI

    DOI

2024

  • 2024Published

    Adaptive Hammerstein- Wiener Model for Intelligent Networks

    Kouadio, K. L.; Bizimana, P. C.

    2024 International Conference on Intelligent Computing and Next Generation Networks (ICNGN)

    DOI
  • 2024PublishedFeatured

    An Integrated Approach for sewage diversion: Case of Huayuan mine, Hunan Province, China

    Kouadio, K. L.; Liu, J.; Liu, R.; Boukhalfa, Z.

    Geophysics

    DOI
  • 2024Published

    K-Means Featurizer: A Booster for Intricate Datasets

    Kouadio, K. L.; Liu, J.; Liu, R.; Wang, Y.; Liu, W.

    Earth Science Informatics

    DOI
  • 2024PublishedFeatured

    Machine learning-based techniques for land subsidence simulation in an urban area

    Liu, J.; Liu, W.; Allechy, F. B.; Zheng, Z.; Liu, R.; Kouadio, K. L.*

    Journal of Environmental Management

    DOI
  • 2024PublishedFeatured

    Multifaceted anomaly detection framework for leachate monitoring in landfills

    Liu, R.; Jiang, S.; Ou, J.; Kouadio, K. L.*; Xiong, B.

    Journal of Environmental Management

    DOI

2023

  • 2023Published

    A novel approach for water reservoir mapping using controlled-source audio-frequency magnetotelluric in Xingning area, Hunan Province, China

    Kouadio, K. L.; Liu, R.; Malory, A. O.; Liu, W.; Liu, C.

    Geophysical Prospecting

    DOI
  • 2023Published

    Electromagnetic monitoring with local mesh for time-lapse monitoring of hydraulic fracturing

    Zhang, Z.; Liu, J.; Guo, R.; Kouadio, K. L.; Zhan, S.; Li, A.; Liu, R.

    Journal of Applied Geophysics

    DOI
  • 2023Published

    Ensemble Learning Paradigms for Flow-Rate Prediction Boosting

    Kouadio, K. L.; Liu, J.; Kouamelan, S. K.; Liu, R.

    Water Resources Management

    DOI
  • 2023Published

    watex: machine learning research in water exploration

    Kouadio, K. L.; Liu, J.; Liu, R.

    SoftwareX

    DOI

2022

  • 2022Published

    Groundwater Flow-Rate Prediction from Geo-Electrical Features using Support Vector Machines

    Kouadio, K. L.; Loukou, N. K.; Coulibaly, D.; Mi, B.; Kouamelan, S. K.; Gnoleba, S. P. D.; Zhang, H.; Xia, J.

    Water Resources Research

    DOI
  • 2022Published

    pyCSAMT: An alternative Python toolbox for groundwater exploration using controlled-source audio-frequency magnetotelluric

    Kouadio, K. L.; Liu, R.; Mi, B.; Liu, C.

    Journal of Applied Geophysics

    DOI

2021

  • 2021Published

    A pitfall of applying one-bit normalization in passive surface-wave imaging from ultra-short roadside noise

    Zhang, H.; Mi, B.; Liu, Y.; Xi, C.; Kouadio, K. L.

    Journal of Applied Geophysics

    DOI

2020

  • 2020Published

    Two-dimensional inversion of CSAMT data and three-dimensional geological mapping for groundwater exploration in Tongkeng Area, Hunan Province, China

    Kouadio, K. L.; Xu, Y.; Liu, C.; Boukhalfa, Z.

    Journal of Applied Geophysics

    DOI

Patents & software copyrights

Pending patents and registered software.

CN patent · pending

Computer-Implemented Method, System, and Storage Medium for Generating Physics-Constrained Forecast Inputs and Performing Closure-Consistent Forecasting of Urban Land Subsidence

Kouadio, K. L.

Filed Apr 2026
CN software copyright · registered

Attention-Mechanism-Based Probabilistic Forecasting Software (BAK_PF) V1.0

基于注意力机制的概率预测软件 [简称：BAK_PF] V1.0

Kouadio, K. L.

Registered Sep 2026Reg. No. 2026SR0928621Certificate No. 18142902