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Research article

First published 2024-7

A misfire-integrated Gaussian process (MInt-GP) emulator for energy-assisted compression ignition (EACI) engines with varying cetane number jet fuels

Sai Ranjeet Narayanan, Yi Ji, Harsh Darshan Sapra [...]

International Journal of Engine Research

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Research article

First published 2025

Computational fluid dynamics-based feed-forward control of multi-fuel energy-assisted compression ignition engines for sustainable aviation

Sai Ranjeet Narayanan, Sathya Aswath Govind Raju, Chol-Bum Mike Kweon [...]

International Journal of Engine Research

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Research article

First published 2017-10

Applying GP-EKF and GP-SCKF for non-linear state estimation and fault detection in a continuous stirred-tank reactor system

Elham Kowsari, Behrooz Safarinejadian

Transactions of the Institute of Measurement and Control

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Research article

First published 2015-8

Multi-step prediction of nonlinear Gaussian Process dynamics models with adaptive Gaussian mixtures

Jason Hardy, Frank Havlak, Mark Campbell

The International Journal of Robotics Research

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Research article

First published 2025

Minimum error entropy iterative extended Kalman filter for robust GPS/IMU/visual-integrated navigation under GPS anomalies

Zhumu Fu, Chaojie Li, Fazhan Tao [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2024-11

Non-smooth Bayesian optimization in tuning scientific applications

Hengrui Luo, Younghyun Cho, James W Demmel [...]

The International Journal of High Performance Computing Applications

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Research article

First published 2025-8

High-precision model predictive control and experiment of an unmanned surface vehicle with Gaussian process-based error model

Nailong Wu, Yuxin Fan, Jigang Wang [...]

Proceedings of the Institution of Mechanical Engineers,Part I: Journal of Systems and Control Engineering

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Research article

First published 2009-11

Designing Model Based Classifiers by Emphasizing Soft Targets

Soufiane El Jelali, Abdelouahid Lyhyaoui, Aníbal R. Figueiras-Vidal

Fundamenta Informaticae

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Research article

First published 2023-7

Combining multitask and transfer learning with deep Gaussian processes for autotuning-based performance engineering

Piotr Luszczek, Wissam M Sid-Lakhdar, Jack Dongarra

The International Journal of High Performance Computing Applications

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Research article

First published 2025

Gaussian process for wind power forecasting: Effect of training and test data size

Benkhoula Hacene, Kamel Eddine Hemsas, Hamid Bouzeboudja [...]

Wind Engineering

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