2023 - 2024 – Gibbs Sampler algorithm code optimisation in C++ and for GPUs: Geoinnova Consultores
2022 - 2023 – Seismic Tomography: A Complementary Tool for Mineral Exploration: Fondef IDeA ID2110022
2018-2019 – Estimation of mineralogical variables in SAG mill feed fines by hyperspectral analysis: INNOVAXXION-MINERA LOS PELAMBRES
2018-2019 – Drillhole logging with mixed reality: AMTC
2017-2021 – Random fields evolving temporally over spheres: Modeling, estimation, asymptotically optimal prediction, and their simulation: Fondecyt 1170290
2017-2021 – Geostatistics applied to geometallurgy and geomechanics: Fondecyt 1170101
2017-2020 – Characterizing patterns of spatio-temporal variability in snow properties through field and remotely sensed observations: Fondecyt 1171032
2017-2018 – Characterization and Predictive Metallurgical Geo-Mining Modeling: Road to the Mining of the Future: Fondef IT16M10021
2017-2018 – Evaluation of Geological Resources in Complex Geometries: Fondef ID16I10186
2017-2018 – Acceleration of geostatistical estimation and simulation algorithms using supercomputing techniques and devices.: BHP
2016-2018 – Multivariate evaluation software for geological resources in complex geometries: INNOVA-CORFO Validación y empaquetamiento. Código: 15VEIID-45639.
2016-2018 – Large-scale optimization and uncertainty: challenges in strategic mining planning, an interdisciplinary approach: Anillos de Investigación en Ciencia y Tecnología ACT1407
2016 – Acceleration of geostatistical estimation and simulation algorithms using supercomputing techniques and devices.: Codelco-El Teniente 4501634485
2016 – Modeling and study of clay content based on hyperspectral data Specialized consultancy. Minera Spence, Geology Management: BHP
2015-2016 – 3D Visualization Platform for Operational and Strategic Decision Making in Mining: INNOVA-CORFO Innovación en Productos y Procesos Basados en I+D (Prototipo). Código: 15IPPID-45679.
2015 – Fracture intensity measurement: Codelco-El Teniente 4501506079
2014-2015 – Detection and characterization of geometallurgical variables from hyperspectral images: Fondef IDeA de Ciencia Aplicada. Código: CA13I10305.
2013-2017 – Geostatistical modeling of ore bodies with heterogeneous spatial variations: Fondecyt 1130085
2013-2017 – Modeling uncertainty in the extent of geological units for mineral resource evaluation: COPEC-UC 2014.J.057
2013-2015 – Geostatistical cosimulation of grades and rock types for iron resource evaluation: VALE
2011-2014 – UFO 1.0 Flattening software in the presence of complex geometries: Yamana Gold
2010-2011 – Bivariate modeling of total copper and soluble copper: Antofagasta Minerals
2009-2013 – Multivariate Geostatistics and its Application to the Characterization of Mineral Resources: Fondecyt 1090013
2009-2012 – Multivariate Modeling for Reservoir Evaluation: INNOVA-CORFO; CODELCO.
2009-2012 – Multiple Point Geostatistics for the Evaluation of Uncertainty in Geological Attributes and Grades: Fondecyt 1090056
2006-2009 – Quantifying Uncertainty in Geological, Mining and Metallurgical Attributes: New Geostatistical Models and Implementation Issues: Fondecyt 1061103
2006-2008. – Reservoir Evaluation by Stochastic Simulation Integrating Multiple Point Statistics: Fondecyt 1061260

Projects

Recent Featured Projects & Products

HPGR Digital Twin

ESI for land appraisals

HyBEL for geometallurgy

AIGLEX

AIBOS

Recent and Previous Featured Projects

Listeria Monocytogenes Detection Using Stochastic Image Spectroscopy

SOFIA: Seismic Tomography Platform using Artificial Intelligence

Smart Roads Solutions: Artificial Intelligence-based software for mine roads

Structural characterisation and mineralogical correlation through the integration of geospatial data from the el olivo mine, til-til-til

Quantification of geological uncertainty to improve decision-making in mining operations

Proof-of-concept of quick mineralogy through hyperespectral analysis. Geology Superintendent, El Teniente Division

Simplicit: Implicit geological simulation using high performance computing

Advanced Analytics for the Secondary and Tertiary Crushing System, El Teniente Division - Development and Innovation Management

Development of Brownfield Exploration Algorithms for Division Gabriela Mistral Exploration Management CODELCO Headquarters

Development of Brownfield Exploration Algorithms for El Teniente Exploration Management Division CODELCO Headquarters.

Mineralogical and chemical characterization and quantification of tailings dams

Modeling processes of accumulation and enrichment of valuable elements in tailings dams

Robust chemometric modeling before changes in granulometric profile and ambient light, based on hyperspectral information taken from crushed material

Software to assist the early, medium and advanced stages of the mining exploration process, based on Machine Learning algorithms and supported by multiple geological and spectral characterization data

ANDES: The High-Performance Estimation and Geostatical Simulation Software

Rapid mineralogical detection and classification system based on hyperspectral analysis

UFO 2.0 Flattening software in the presence of complex geometries

Historical Projects

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