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Research article

First published 2021-12

Delamination area quantification in composite structures using Gaussian process regression and auto-regressive models

Jessé Paixão, Samuel da Silva, Eloi Figueiredo [...]

Journal of Vibration and Control

Open access

Research article

First published 2024-12

System fragility analysis of highway bridge using multi-output Gaussian process regression surrogate model

Taisei Saida, Muhammad Rashid, Mayuko Nishio

Advances in Structural Engineering

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Research article

First published 2019-5

Multivariate Gaussian process regression for nonlinear modelling with colored noise

Xiaodan Hong, Biao Huang, Yongsheng Ding [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2024-4

A two-stage Gaussian process regression model for remaining useful prediction of bearings

Jin Cui, Licai Cao, Tianxiao Zhang

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

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Research article

First published 2025

A causal graph-enhanced Gaussian process regression for modeling engine-out NOx

Shrenik Zinage, Ilias Bilionis, Peter Meckl

International Journal of Engine Research

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Research article

First published 2021-12

Car-Following Described by Blending Data-Driven and Analytical Models: A Gaussian Process Regression Approach

Ignasi Echaniz Soldevila, Victor L. Knoop, Serge Hoogendoorn

Transportation Research Record: Journal of the Transportation Research Board

Open access

Research article

First published 2018-9

Integrated optimization model in wire electric discharge machining using Gaussian process regression and wolf pack algorithm approach while machining SiCp/Al composite

Jun Ma, Wuyi Ming, Jinguang Du [...]

Advances in Mechanical Engineering

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Research article

First published 2022-9

Probabilistic machine learning for detection of tightening torque in bolted joints

Luccas P Miguel, Rafael de O Teloli, Samuel da Silva [...]

Structural Health Monitoring

Open access

Research article

First published 2019-1

Study on the prediction of the contamination symptoms in the fermentation process of Chlortetracycline based on soft sensor modeling method

Yumei Sun, Lingtong Tang, Qiaoyan Sun [...]

Technology and Health Care

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Research article

First published 2025-3

A Bayesian computational technique for learning the airflow resistance of acoustical fibrous materials at high temperatures

Thamasha Samarasinghe, Sumudu Herath

Building Acoustics

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