| Monte Carlo simulation for uncertainty estimation on structural data in implicit 3-D geological modeling, a guide for disturbance distribution selection and parameterization E Pakyuz-Charrier, M Lindsay, V Ogarko, J Giraud, M Jessell Solid earth 9 (2), 385-402, 2018 | 106 | 2018 |
| 3D geological structure inversion from Noddy-generated magnetic data using deep learning methods J Guo, Y Li, MW Jessell, J Giraud, C Li, L Wu, F Li, S Liu Computers & Geosciences 149, 104701, 2021 | 88 | 2021 |
| Uncertainty reduction through geologically conditioned petrophysical constraints in joint inversion J Giraud, E Pakyuz-Charrier, M Jessell, M Lindsay, R Martin, V Ogarko Geophysics 82 (6), ID19-ID34, 2017 | 86 | 2017 |
| Drillhole uncertainty propagation for three-dimensional geological modeling using Monte Carlo E Pakyuz-Charrier, J Giraud, V Ogarko, M Lindsay, M Jessell Tectonophysics 747, 16-39, 2018 | 56 | 2018 |
| Into the Noddyverse: A massive data store of 3D geological models for Machine Learning & inversion applications M Jessell, J Guo, Y Li, M Lindsay, R Scalzo, J Giraud, G Pirot, E Cripps, ... Earth System Science Data Discussions 2021, 1-19, 2021 | 52 | 2021 |
| Integration of geoscientific uncertainty into geophysical inversion by means of local gradient regularization J Giraud, M Lindsay, V Ogarko, M Jessell, R Martin, E Pakyuz-Charrier Solid Earth 10 (1), 193-210, 2019 | 49 | 2019 |
| Sensitivity of constrained joint inversions to geological and petrophysical input data uncertainties with posterior geological analysis J Giraud, V Ogarko, M Lindsay, E Pakyuz-Charrier, M Jessell, R Martin Geophysical Journal International 218 (1), 666-688, 2019 | 44 | 2019 |
| Disjoint interval bound constraints using the alternating direction method of multipliers for geologically constrained inversion: Application to gravity data V Ogarko, J Giraud, R Martin, M Jessell Geophysics 86 (2), G1-G11, 2021 | 37 | 2021 |
| Structural, petrophysical, and geological constraints in potential field inversion using the Tomofast-x v1. 0 open-source code J Giraud, V Ogarko, R Martin, M Jessell, M Lindsay Geoscientific Model Development 14 (11), 6681-6709, 2021 | 35 | 2021 |
| Topological analysis in Monte Carlo simulation for uncertainty propagation E Pakyuz-Charrier, M Jessell, J Giraud, M Lindsay, V Ogarko Solid earth 10 (5), 1663-1684, 2019 | 33* | 2019 |
| Towards plausible lithological classification from geophysical inversion: honouring geological principles in subsurface imaging J Giraud, M Lindsay, M Jessell, V Ogarko Solid Earth 11 (2), 419-436, 2020 | 31 | 2020 |
| Three-dimensional gravity anomaly data inversion in the Pyrenees using compressional seismic velocity model as structural similarity constraints R Martin, J Giraud, V Ogarko, S Chevrot, S Beller, P Gégout, M Jessell Geophysical Journal International 225 (2), 1063-1085, 2021 | 30 | 2021 |
| Generalization of level-set inversion to an arbitrary number of geologic units in a regularized least-squares framework J Giraud, M Lindsay, M Jessell Geophysics 86 (4), R623-R637, 2021 | 25* | 2021 |
| Joint inversion of attributes FM Miotti, J Giraud US Patent App. 14/732,196, 2015 | 21 | 2015 |
| Constraining 3D geometric gravity inversion with 2D reflection seismic profile using a generalized level-set approach: application to Eastern Yilgarn craton M Rashidifard, J Giraud, M Lindsay, M Jessell, V Ogarko Solid Earth Discussions 2021, 1-35, 2021 | 20 | 2021 |
| Assessing the impact of conceptual mineral systems uncertainty on prospectivity predictions MD Lindsay, AM Piechocka, MW Jessell, R Scalzo, J Giraud, G Pirot, ... Geoscience Frontiers 13 (6), 101435, 2022 | 19 | 2022 |
| Assessing and mitigating uncertainty in three-dimensional geologic models in contrasting geologic scenarios M Jessell, E Pakyuz-Charrier, M Lindsay, J Giraud, E de Kemp | 19 | 2018 |
| Integration of automatic implicit geological modelling in deterministic geophysical inversion J Giraud, G Caumon, L Grose, V Ogarko, P Cupillard EGUsphere 2023, 1-33, 2023 | 17 | 2023 |
| loopUI-0.1: indicators to support needs and practices in 3D geological modelling uncertainty quantification G Pirot, R Joshi, J Giraud, MD Lindsay, MW Jessell Geoscientific Model Development 15 (12), 4689-4708, 2022 | 17* | 2022 |
| Utilisation of probabilistic MT inversions to constrain magnetic data inversion: proof-of-concept and field application J Giraud, H Seillé, MD Lindsay, G Visser, V Ogarko, MW Jessell Solid Earth Discussions 2021, 1-33, 2021 | 12 | 2021 |