Advanced Monte Carlo for Acquisition Sampling in Bayesian Optimization by Javier Garcia-Barcos, Ruben Martinez-Cantin

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Using Gaussian Processes for Metamodeling in Robust Optimization Problems by Claudemir Mota da Cruz, Fran Sérgio Lobato, Gustavo Barbosa Libotte

Subjects: “…Gaussian. Process. Metamodels. Optimization. Robust…”
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Gaussian Process Regression with a Hybrid Risk Measure for Dynamic Risk Management in the Electricity Market by Abhinav Das, Stephan Schlüter

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Integrated Gaussian Processes for Tracking by Fred Lydeard, Bashar I. Ahmad, Simon Godsill

Subjects: “…Integrated Gaussian process…”
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Modeling viscosity of commercial glass melts: Adam–Gibbs equation and Gaussian process regression by Pavel Ferkl, Preeti Malviya, Pavel Hrma, Albert A. Kruger, Ashutosh Goel

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Potential Source Density Function: A New Tool for Identifying Air Pollution Sources by In Sun Kim, Yong Pyo Kim, Daehyun Wee

Subjects: “…Gaussian process…”
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Warped matrix-variate Gaussian processes with structured kernels for multi-step-ahead driving behaviour prediction by Seiya Takano, Tomohiko Jimbo

Subjects: “…matrix-variate gaussian process…”
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Machine Learning-Based Modeling of Hot Carrier Injection in 40 nm CMOS Transistors by Xhesila Xhafa, Ali Dogus Gungordu, Mustafa Berke Yelten

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Degradation and reliability assessment of accuracy life of RV reducers by XU Hang, NIE Yixuan, WEN Dongjie, REN Jihua, HONG Zhihui

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Bayesian calibration and uncertainty quantification for a large nutrient load impact modelZenodoZenodoZenodo by Karel Kaurila, Risto Lignell, Frede Thingstad, Harri Kuosa, Jarno Vanhatalo

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A semi-supervised learning technique assisted multi-objective evolutionary algorithm for computationally expensive problems by Zijian Jiang, Chaoli Sun, Xiaotong Liu, Hui Shi, Sisi Wang

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Optimizing aerodynamic shape of benchmark problems using an improved Gaussian process regression algorithm by Youtao Xue, Yuxin Yang, Shaobo Yao, Wenwen Zhao, Lihua Chen

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Segment, Compare, and Learn: Creating Movement Libraries of Complex Task for Learning from Demonstration by Adrian Prados, Gonzalo Espinoza, Luis Moreno, Ramon Barber

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Level crossings and turning points of random hyperbolic polynomials by K. Farahmand, P. Hannigan

Subjects: “…Gaussian process…”
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A comparative framework to develop transferable species distribution models for animal telemetry data by Joshua A. Cullen, Camila Domit, Margaret M. Lamont, Christopher D. Marshall, Armando J. B. Santos, Christopher R. Sasso, Mehsin Al Ansi, Mariana M. P. B. Fuentes

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Blending physics with data using an efficient Gaussian process regression with soft inequality and monotonicity constraints by Didem Kochan, Xiu Yang

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Optimization Method of Underwater Flapping Foil Propulsion Performance Based on Gaussian Process Regression and Deep Reinforcement Learning by YANG Yinghe, WEI Handi, FAN Dixia, LI Ang

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Transforming traffic accident investigations: a virtual-real-fusion framework for intelligent 3D traffic accident reconstruction by Yanzhan Chen, Qian Zhang, Fan Yu

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Mechanical and durability properties of coal cinder concrete: Experimental study and GPR-based analysis by Ali Toghroli, Seyed Azim Hosseini, Farshid Farokhizadeh

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Sensor fusion with high‐order moments constraints using projection‐based neural network by Yousef Alipouri, Reza Rafati Bonab, Lexuan Zhong

Subjects: “…Gaussian processes…”
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