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Nouredine Melab

university of lille
French Institute for Research in Computer Science and Automation
Laboratoire d'Informatique Fondamentale de Lille

172

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2778

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A performance-oriented comparative study of the Chapel high-productivity language to conventional programming environments.

2022 | PMAM@PPoPP
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Towards Chapel-based Exascale Tree Search Algorithms: dealing with multiple GPU accelerators

2021 HPCS | International Conference on High Performance Computing and Simulation
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Space Partitioning with multiple models for Parallel Bayesian Optimization

2021
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Evolution Control Ensemble Models for Surrogate-Assisted Evolutionary Algorithms

2021 HiPC | IEEE International Conference on High Performance Computing, Data, and Analytics
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Adaptive Space Partitioning for Parallel Bayesian Optimization

2021
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Multi-fidelity modeling with different input domain definitions using deep Gaussian processes

2021 Structural and Multidisciplinary Optimization
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Towards Dynamic Selection of Evolution Controls in Parallel Bayesian Neural Network-assisted Genetic Algorithm

2020
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Many-Core Branch-and-Bound for GPU Accelerators and MIC Coprocessors

2020
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MDO Related Issues: Multi-Objective and Mixed Continuous/Discrete Optimization

2020
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Multi-fidelity modeling with different input domain definitions using Deep Gaussian Processes.

2020 arXiv: Learning
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