Publications from GERAD

The fruit of our labor

Cahiers du GERAD

Collection of technical reports and working papers, testimony to the strength and productivity of our group.

Scientific Publications

Repository of all the categories of scientific publications produced by our members over the years.

Newsletter

Semi-annual magazine popularizing scientific research carried out by our members and summary of our recent activities.

Recent Cahiers

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G-2024-67 Interpolation-free deep learning for meteorological downscaling on unaligned grids across multiple domains with application to wind power
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As climate change intensifies, the shift to cleaner energy sources becomes increasingly urgent. With wind energy production set to accelerate, reliable win...

G-2024-63 Learning stable Koopman embeddings for identification and control
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This paper introduces new model parameterizations for learning dynamical systems from data via the Koopman operator, and studies their properties. Whereas mo...

G-2024-62 Coordination of electrical drilling machines in open-pit mines: A constraint programming approach
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This article addresses the efficient coordination of multiple electrical drill rigs in open-pit mines, considering unique constraints such as continuous powe...

G-2024-60 Quadratic optimal control of graphon Q-noise linear systems
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The modelling of linear quadratic Gaussian optimal control problems on large complex networks is intractable computationally. Graphon theory provides an appr...

G-2024-57 On global fragmentation metrics as proxy for network blocking: Correlation, detection and prediction
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Elastic Optical Networks (EONs) are challenged by spectrum fragmentation, which can obstruct the establishment of new connections. While the concept of fragm...

Recent Scientific Publications

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A stochastic integer programming approach to reserve staff scheduling with preferences
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A unifying framework for selective routing problems
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A survey of contextual optimization methods for decision making under uncertainty
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Recently there has been a surge of interest in operations research~(OR) and the machine learning~(ML) community in combining prediction algorithms and optimi...

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Evaluation of counterparty credit risk under netting agreements
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Modeling hydrogen markets: Energy system model development status and decarbonization scenario results
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