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modeling algorithm » mining algorithm (Expand Search), sampling algorithm (Expand Search), matching algorithm (Expand Search)
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modeling algorithm » mining algorithm (Expand Search), sampling algorithm (Expand Search), matching algorithm (Expand Search)
learning algorithm » learning algorithms (Expand Search)
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Algorithmic description of the plasticity model, based on the algorithm proposed in [30].
Published 2022Subjects: -
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Algorithms used in this study.
Published 2024“…Our results showed that decisión-tres based classifiers outperformed other classification logics given the discriminative importance of some chemical elements in determining the mineral phase, which fits particularly well with the decision-making process of this type of model. …”
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datasheet1_Algorithmic Probability-Guided Machine Learning on Non-Differentiable Spaces.pdf
Published 2021“…In an algorithmic space the order of its element is given by its algorithmic probability, which arises naturally from computable processes. …”
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datasheet2_Algorithmic Probability-Guided Machine Learning on Non-Differentiable Spaces.zip
Published 2021“…In an algorithmic space the order of its element is given by its algorithmic probability, which arises naturally from computable processes. …”
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datasheet1_Algorithmic Probability-Guided Machine Learning on Non-Differentiable Spaces.pdf
Published 2021“…In an algorithmic space the order of its element is given by its algorithmic probability, which arises naturally from computable processes. …”
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datasheet2_Algorithmic Probability-Guided Machine Learning on Non-Differentiable Spaces.zip
Published 2021“…In an algorithmic space the order of its element is given by its algorithmic probability, which arises naturally from computable processes. …”
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AI-Enhanced Methods in Autonomous Systems: Large Language Models, DL Techniques, and Optimization Algorithms
Published 2024“…Within this scope, the current thesis dives into the multifaceted applications of Large Language Models (LLMs), Deep Learning (DL) techniques, and Optimization Algorithms within the realm of these autonomous systems. …”
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Asynchronous irregular firing in a (hypothetical) network processing multiple sequences in parallel.
Published 2022Subjects: -
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Data_Sheet_1_Modeling Macroscopic Material Behavior With Machine Learning Algorithms Trained by Micromechanical Simulations.CSV
Published 2019“…In this work, we suggest a new approach to develop microstructure-sensitive, yet flexible and numerically efficient macroscopic material models by using micromechanical simulations for training Machine Learning (ML) algorithms to capture the mechanical response of various microstructures under different loads. …”
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Data_Sheet_2_Modeling Macroscopic Material Behavior With Machine Learning Algorithms Trained by Micromechanical Simulations.pdf
Published 2019“…In this work, we suggest a new approach to develop microstructure-sensitive, yet flexible and numerically efficient macroscopic material models by using micromechanical simulations for training Machine Learning (ML) algorithms to capture the mechanical response of various microstructures under different loads. …”
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