Guillaume Pirot

BHP (Australia) — Australia

Earth and Planetary Sciences · Physical Sciences

14h-index649citations71works0.42yr avg
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Research Topics

Geological Modeling and Analysis(25), Seismic Imaging and Inversion Techniques(17), Groundwater flow and contamination studies(15), Soil Geostatistics and Mapping(12), Reservoir Engineering and Simulation Methods(12)

Publications71 total

Pseudo trans-dimensional 3-D geometrical inversion: a proof of concept using gravity data
Geophysical Journal International·2025· 1 citedOpen Access
GraphFlow v1.0: approximating groundwater contaminant transport with graph-based methods – an application to fault scenario selection
Geoscientific model development·2025Open Access
Machine learning to assess troglofauna occurrences in the northern part of Western Australia
Next research.·2025Open Access
A seamless geo-flow modelling workflow to tackle structural uncertainty using LoopStructural and MODFLOW
Environmental Modelling & Software·2025Open Access
Feature fusion-enhanced t-SNE image atlas for geophysical features discovery
Scientific Reports·2025· 2 citedOpen Access
Harnessing the power of graphs to model subglacial sediment transport networks and basal sediment evolution
2025Open Access
Reply on RC1
2025
Reply on RC2
2025
3D Trans-Dimensional Gravity Inversion with Dimensionality Reduction-Based Visualisation
2025· 1 cited
Addressing Structural Uncertainty in Groundwater Models Using a Seamless Geological-Flow Modelling Workflow
SSRN Electronic Journal·2025Open Access
GraphFlow v1.0: approximating groundwater contaminant transport with graph-based methods – an application to fault scenario selection
2024Open Access
Modelling subglacial fluvial sediment transport with a graph-based model, Graphical Subglacial Sediment Transport (GraphSSeT)
˜The œcryosphere·2024· 2 citedOpen Access
Comment on egusphere-2024-274
2024Open Access
Supplementary material to "Modelling subglacial fluvial sediment transport with a graph-based model, GraphSSeT"
2024Open Access
Modelling subglacial fluvial sediment transport with a graph-based model, GraphSSeT
2024Open Access
Identification of dykes using measure while drill data
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Assessing the impact of conceptual mineral systems uncertainty on prospectivity predictions
Geoscience Frontiers·2022· 19 citedOpen Access
loopUI-0.1: indicators to support needs and practices in 3D geological modelling uncertainty quantification
Geoscientific model development·2022· 23 citedOpen Access
Blockworlds 0.1.0: a demonstration of anti-aliased geophysics for probabilistic inversions of implicit and kinematic geological models
Geoscientific model development·2022· 13 citedOpen Access
Reply on RC1
2022Open Access
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Frequent Co-authors

Mark Jessell(17), Mark Lindsay(16), Niklas Linde(11), Philippe Renard(10), Jérémie Giraud(10), Julien Straubhaar(8), Edward Cripps(7), Vitaliy Ogarko(7), Ranee Joshi(7), Grégoire Mariethoz(6), R. Scalzo(6), David Ginsbourger(6), Carlotta Brunetti(4), Marco Bianchi(4), Eef Meerschman(3), Marc Van Meirvenne(3), Jiateng Guo(3), Yunqiang Li(3), Agnieszka M. Piechocka(3), Lachlan Grose(3)