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Solving and learning nonlinear PDEs with Gaussian processes
Chen, Yifan, Hosseini, Bamdad, Owhadi, Houman, Stuart, Andrew M.
Published in Journal of computational physics (15.12.2021)
Published in Journal of computational physics (15.12.2021)
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Twin Gaussian Processes for Structured Prediction
Bo, Liefeng, Sminchisescu, Cristian
Published in International journal of computer vision (01.03.2010)
Published in International journal of computer vision (01.03.2010)
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Inverse Gaussian processes with correlated random effects for multivariate degradation modeling
Fang, Guanqi, Pan, Rong, Wang, Yukun
Published in European journal of operational research (01.08.2022)
Published in European journal of operational research (01.08.2022)
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Linear response theory for quantum Gaussian processes
Mehboudi, Mohammad, Parrondo, Juan M R, Acín, Antonio
Published in New journal of physics (21.08.2019)
Published in New journal of physics (21.08.2019)
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Test of the cosmic evolution using Gaussian processes
Zhang, Ming-Jian, Xia, Jun-Qing
Published in Journal of cosmology and astroparticle physics (05.12.2016)
Published in Journal of cosmology and astroparticle physics (05.12.2016)
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GROUNDED EO: Data-driven Sentinel-2 LAI and FAPAR retrieval using Gaussian processes trained with extensive fiducial reference measurements
Brown, Luke A., Fernandes, Richard, Verrelst, Jochem, Morris, Harry, Djamai, Najib, Reyes-Muñoz, Pablo, D.Kovács, Dávid, Meier, Courtney
Published in Remote sensing of environment (15.08.2025)
Published in Remote sensing of environment (15.08.2025)
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Bayesian parameter inference and uncertainty quantification for a computational pulmonary hemodynamics model using Gaussian processes
Kachabi, Amirreza, Altieri Correa, Sofia, Chesler, Naomi C., Colebank, Mitchel J.
Published in Computers in biology and medicine (01.08.2025)
Published in Computers in biology and medicine (01.08.2025)
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Bayesian optimization assisted meal bolus decision based on Gaussian processes learning and risk-sensitive control
Cai, Deheng, Liu, Wei, Ji, Linong, Shi, Dawei
Published in Control engineering practice (01.09.2021)
Published in Control engineering practice (01.09.2021)
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