LAUSR

Adaptive Bayesian Optimization for Fast Exploration Under Safety Constraints

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2 Published in 2023 at "IEEE Access"

DOI: 10.1109/access.2023.3271134

Abstract: The industrial field faces the problem of process optimization by finding the factors affecting the yield of the process and controlling them appropriately. However, due to limited resources such as time and money, optimization is… read more here.

Keywords: bayesian optimization; safety; evaluation budget; exploration ... See more keywords

An Adaptive Bayesian Approach With Subjective Logic Reliability Networks for Preventive Maintenance

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0 Published in 2020 at "IEEE Transactions on Reliability"

DOI: 10.1109/tr.2019.2916722

Abstract: This paper explores a Bayesian update strategy applying the experts’ subjective viewpoints concerning the wind turbines’ preventive maintenance. The approach is general enough to be employed in other than wind turbine maintenance applications. Although extant… read more here.

Keywords: reliability networks; maintenance; approach; adaptive bayesian ... See more keywords

Adaptive Bayesian algorithm for achieving a desired magneto-sensitive transition.

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0 Published in 2021 at "Optics express"

DOI: 10.1364/oe.431334

Abstract: Bayesian methods that utilize Bayes' theorem to update the knowledge of desired parameters after each measurement are used in a wide range of quantum science. For various applications in quantum science, efficiently and accurately achieving… read more here.

Keywords: adaptive bayesian; bayesian algorithm; algorithm; transition ... See more keywords

Employment of Self-Adaptive Bayesian Neural Network for Systematic Antenna Design: Improving Wireless Networks Functionalities

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1 Published in 2023 at "Micromachines"

DOI: 10.3390/mi14030594

Abstract: The performance of wireless networks is related to the optimized structure of the antenna. Therefore, in this paper, a Machine Learning (ML)-assisted new methodology named Self-Adaptive Bayesian Neural Network (SABNN) is proposed, aiming to optimize… read more here.

Keywords: neural network; wireless networks; bayesian neural; antenna ... See more keywords