Personal profile
Biography
Vitaliy is an applied mathematician who holds a PhD degree in Computational Physics. His research interests include design and development of high-performance computational algorithms in application to geophysical inversion, and computational geology. He is the lead developer of the Tomofast-x software framework, a powerful 3D parallel inversion platform designed for single-domain and joint inversion of gravity, gravity gradiometry (FTG), and magnetic data—including multi-component magnetic and remanent magnetization vector inversions. Tomofast-x supports the incorporation of petrophysical and structural constraints, enabling more geologically realistic inversion outcomes. It is optimized for both shared and distributed memory systems, allowing it to scale from desktop machines to supercomputers. The platform also includes parallel wavelet compression of the sensitivity kernel for reduced memory usage and improved performance, and it supports inversion over complex surface topography. These capabilities make Tomofast-x a versatile and efficient tool for large-scale geophysical problems across a range of geological settings. For more details see https://github.com/TOMOFAST/Tomofast-x
In 2021, Vitaliy joined the Centre for Exploration Targeting to work on the MinEx project Recovery of stratigraphic data from drillhole databases. This project aims to recover stratigraphic information from legacy geological survey drillhole databases. Legacy and new drillhole data are a key constraint for geological understanding and subsequent building of 3D geological models. Company databases held by Australian Geological Surveys often contain complexly coded lithological information, but limited stratigraphic data. In this project I developed Open Source algorithms to automate the extraction of lithological and stratigraphic information with associated uncertainty quantification. The code is available at: https://github.com/Loop3D/litho2strat
Fingerprint
- 1 Similar Profiles
Collaborations and top research areas from the last five years
-
Automated stratigraphic interpretation from drillhole lithological descriptions with uncertainty quantification: litho2strat 1.0
Ogarko, V. & Jessell, M., 30 Jan 2026, In: Geoscientific Model Development. 19, 2, p. 1007-1025 19 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Pseudo trans-dimensional 3-D geometrical inversion: a proof of concept using gravity data
Giraud, J., Ogarko, V., Caumon, G., Pirot, G., Portes, L., Cupillard, P. & Herrero, J., 1 Mar 2026, In: Geophysical Journal International. 244, 3, 27 p., ggaf501.Research output: Contribution to journal › Article › peer-review
Open Access1 Link opens in a new tab Citation (Scopus) -
3D Trans-Dimensional Gravity Inversion with Dimensionality Reduction-Based Visualisation
Giraud, J., Portes, L., Rashidifard, M., Lindsay, M., Ogarko, V., Caumon, G., Cupillard, P., Pirot, G. & Jessell, M., 2025, 1st EAGE Conference on the Future of Mineral Exploration: Challenges and Opportunities. European Association of Geoscientists and Engineers, EAGEResearch output: Chapter in Book/Conference paper › Conference paper › peer-review
-
Gravity data inversion of the Pyrenees range using Taguchi sensitivity analysis and ADMM bound constraints based on seismic data
Martin, R., Ogarko, V., Giraud, J., Plazolles, B., Angrand, P., Rousse, S. & Macouin, M., Jan 2025, In: Geophysical Journal International. 240, 1, p. 829-858 30 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Link opens in a new tab Citations (Scopus) -
Gravity-derived Antarctic bathymetry using the Tomofast-x open-source code: a case study of Vincennes Bay
Bird, L. A., Ogarko, V., Ailleres, L., Grose, L., Giraud, J., McCormack, F. S., Gwyther, D. E., Roberts, J. L., Jones, R. S. & MacKintosh, A. N., 27 Aug 2025, In: Cryosphere. 19, 8, p. 3355-3380 26 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Link opens in a new tab Citations (Scopus)
Datasets
-
GeoMos community: Zenodo Community
Giraud, J. (Creator), Ogarko, V. (Creator), Grose, L. (Creator), Caumon, G. (Creator), Cupillard, P. (Creator), Jessell, M. (Creator) & Martin, R. (Creator), Zenodo, 31 Oct 2023
https://zenodo.org/communities/geomos/records?q=&l=list&p=1&s=10
Dataset
-
Yerrida Basin Geophysical Modeling - Input data and inverted models.
Giraud, J. (Creator), Lindsay, M. (Creator) & Ogarko, V. (Creator), Zenodo, 1 May 2018
DOI: 10.5281/zenodo.1238216, https://zenodo.org/record/1238216
Dataset
-
Tomofast-x 2.0 inversion source code
Vitaliy Ogarko (Contributor), Kim Frankcombe (Contributor), Taige Liu (Contributor), Jeremie Giraud (Contributor), Roland Martin (Contributor) & Mark Jessell (Contributor), Zenodo, 4 Oct 2023
Dataset
-
Input and output datasets for the testing of joint inversion code(s) and sensitivity analysis.
Jeremie Giraud (Contributor), Ogarko, V. (Contributor), Pakyuz-Charrier, E. (Contributor), Jessell, M. (Creator), Lindsay, M. (Creator) & Martin, R. (Creator), Zenodo, 4 Jan 2018
Dataset
-
Constraining 3D geometric gravity inversion with 2D reflection seismic profile using a generalized level-set approach: application to Eastern Yilgarn craton
Rashidifard, M. (Creator), Giraud, J. (Creator), Lindsay, M. (Creator), Jessell, M. (Creator) & Ogarko, V. (Creator), Zenodo, 2021
DOI: 10.5281/zenodo.4748194, https://zenodo.org/record/4748194
Dataset
Projects
- 1 Active
-
Loop 3D Linkage-2
Jessell, M. (Investigator 01), Ogarko, V. (Investigator 02) & Pirot, G. (Investigator 03)
ARC Australian Research Council
1/03/23 → 19/04/26
Project: Research
Prizes
-
MinEx CRC 2019-2020 publication prize
Giraud, J. (Recipient), Jessell, M. (Recipient), Lindsay, M. (Recipient) & Ogarko, V. (Recipient), 9 Nov 2020
Prize