Faculty profile
Roussos Dimitrakopoulos
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Research
Latest papers
Joint stochastic optimisation of stope layout, production scheduling and access network.
Mining technology (Abingdon, Eng.) · 2024
A reinforcement learning approach for selecting infill drilling locations considering long-term production planning in mining complexes with supply uncertainty.
Mining technology (Abingdon, Eng.) · 2024 · senior author
High-order simulation of geological domains and effects on stochastic long-term planning of mining complexes.
Mining technology (Abingdon, Eng.) · 2024 · senior author
Latest funding
- $135,000
From mine to client: improving the performance, robustness and resilience of mineral supply chain logistics systems
NSERC · 2022 · Co-investigator
- $264,000
Towards an integrated, self-learning stochastic mining complex framework and new digital technologies for the sustainable development of mineral resources
NSERC · 2021 · Principal investigator
- $800,000
Sustainable Mineral Resource Development and Optimization under Uncertainty
NSERC · 2018 · Principal investigator
10 publications.
Joint stochastic optimisation of stope layout, production scheduling and access network.
Penadillo C, Dimitrakopoulos R, Kumral M
A reinforcement learning approach for selecting infill drilling locations considering long-term production planning in mining complexes with supply uncertainty.
Levinson Z, Dimitrakopoulos R
High-order simulation of geological domains and effects on stochastic long-term planning of mining complexes.
Morales D, Dimitrakopoulos R
A New Non-stationary High-order Spatial Sequential Simulation Method.
Haji Abolhassani AA, Dimitrakopoulos R, Ferrie FP, Yao L
Training Image Free High-Order Stochastic Simulation Based on Aggregated Kernel Statistics.
Yao L, Dimitrakopoulos R, Gamache M
High-Order Sequential Simulation via Statistical Learning in Reproducing Kernel Hilbert Space.
Yao L, Dimitrakopoulos R, Gamache M
Optimizing Infill Drilling Decisions Using Multi-Armed Bandits: Application in a Long-Term, Multi-Element Stockpile.
Dirkx R, Dimitrakopoulos R
A New Computational Model of High-Order Stochastic Simulation Based on Spatial Legendre Moments.
Yao L, Dimitrakopoulos R, Gamache M
High-Order Spatial Simulation Using Legendre-Like Orthogonal Splines.
Minniakhmetov I, Dimitrakopoulos R, Godoy M
Simultaneous Stochastic Optimization of Mining Complexes and Mineral Value Chains.
Goodfellow R, Dimitrakopoulos R
From mine to client: improving the performance, robustness and resilience of mineral supply chain logistics systems
Principal investigators: Lamghari, Amina A
Keywords: data analytics; digital intelligence; information technology; logistics and transport; mineral supply chains; optimisation; uncertainty and risk management
Towards an integrated, self-learning stochastic mining complex framework and new digital technologies for the sustainable development of mineral resources
Principal investigators: Dimitrakopoulos, Roussos
Keywords: strategic mine planning; mine production scheduling; ore reserve assessment; stochastic simulation & geostatistics; risk quantification; stochastic optimization; high-order spatial models; mineral supply and market demand; orebody modelling; sustainable utilization of mineral resources
Sustainable Mineral Resource Development and Optimization under Uncertainty
Principal investigators: Dimitrakopoulos, Roussos
Keywords: Mineral resources; geostatistical simulation; mine production planning; simultaneous optimization; mining complexes; orebody modeling; uncertainty quantification; machine learning; sustainability
Sustainable Mineral Resource Development and Optimization under Uncertainty
Principal investigators: Dimitrakopoulos, Roussos
Sustainable Mineral Resource Development and Optimization under Uncertainty
Principal investigators: Dimitrakopoulos, Roussos
Smart mining complexes: large-scale stochastic optimization, high-order simulation and self-learning decision support systems for sustainable development of mineral resources
Principal investigators: Dimitrakopoulos, Roussos - Georgios
New technology contributions to the sustainable development of mineral resources: Developing a holistic stochastic simulation - optimization paradigm
Principal investigators: Dimitrakopoulos, Roussos
Sustainable mineral resource development and optimization with uncertainty
Principal investigators: Dimitrakopoulos, Roussos
Stochastic models and optimization for mine planning with uncertain mineral supply and demand - towards sustainable mineral resource development
Principal investigators: Dimitrakopoulos, Roussos
Developing New Probabilistic Network Flow Framework and High-Order Stochastic Models for Open Pit Mine Design and Production Scheduling
Principal investigators: Dimitrakopoulos, Roussos
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
Frequent collaborators
- Michel Gamache and Roussos Dimitrakopoulos: 3 shared papers
- Mustafa Kumral and Roussos Dimitrakopoulos: 1 shared paper
- Mining and Meterials Engineering
- Mathématiques et génie industriel
- Mining and Materials Engineering
Co-authors at McGill University, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
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