Modeling and interpolation of the ambient magnetic field by Gaussian processes

15 September 2015

Arno Solin

Simo Särkkä

Papers citing "Modeling and interpolation of the ambient magnetic field by Gaussian processes"

20 / 20 papers shown

Title
Physics-Informed Variational State-Space Gaussian Processes Oliver Hamelijnck Arno Solin Theodoros Damoulas 36 0 0 20 Sep 2024
Stochastic Inference of Plate Bending from Heterogeneous Data: Physics-informed Gaussian Processes via Kirchhoff-Love Theory I. Kavrakov Gledson Rodrigo Tondo Guido Morgenthal AI4CE 64 1 0 21 May 2024
Large-scale magnetic field maps using structured kernel interpolation for Gaussian process regression Clara Menzen Marnix Fetter Manon Kok 25 1 0 25 Oct 2023
A spectrum of physics-informed Gaussian processes for regression in engineering E. Cross T. Rogers D. J. Pitchforth S. Gibson Matthew R. Jones 29 8 0 19 Sep 2023
Memory-Based Dual Gaussian Processes for Sequential Learning Paul E. Chang Prakhar Verma S. T. John Arno Solin Mohammad Emtiyaz Khan GP 38 4 0 06 Jun 2023
Gaussian processes at the Helm(holtz): A more fluid model for ocean currents Renato Berlinghieri Brian L. Trippe David R. Burt Ryan Giordano K. Srinivasan Tamay Ozgokmen Junfei Xia Tamara Broderick 23 10 0 20 Feb 2023
Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations Andreas Besginow Markus Lange-Hegermann 37 11 0 26 Aug 2022
Physics-informed machine learning for Structural Health Monitoring E. Cross S. Gibson M. R. Jones D. J. Pitchforth S. Zhang T. Rogers AI4CE 61 35 0 30 Jun 2022
Optimal Multi-robot Formations for Relative Pose Estimation Using Range Measurements C. C. Cossette Mohamed Fouad Shalaby David Saussié Jérôme Le Ny James Richard Forbes 50 18 0 27 May 2022
On boundary conditions parametrized by analytic functions Markus Lange-Hegermann D. Robertz 34 5 0 06 May 2022
Magnetic Field Prediction Using Generative Adversarial Networks Stefan Pollok Nataniel Olden-Jorgensen P. S. Jørgensen Rasmus Bjørk GAN AI4CE 29 15 0 14 Mar 2022
Incorporating Sum Constraints into Multitask Gaussian Processes Philipp Pilar Carl Jidling Thomas B. Schon Niklas Wahlström TPM 24 3 0 03 Feb 2022
Uncertainty Quantification and Experimental Design for Large-Scale Linear Inverse Problems under Gaussian Process Priors Cédric Travelletti D. Ginsbourger N. Linde 35 3 0 08 Sep 2021
Hierarchical Non-Stationary Temporal Gaussian Processes With $L^1$ -Regularization Zheng Zhao Rui Gao Simo Särkkä 25 0 0 20 May 2021
Grey-box models for wave loading prediction D. J. Pitchforth T. Rogers U. T. Tygesen E. Cross 11 32 0 10 May 2021
Matérn Gaussian processes on Riemannian manifolds Viacheslav Borovitskiy Alexander Terenin P. Mostowsky M. Deisenroth 22 120 0 17 Jun 2020
Scalable Magnetic Field SLAM in 3D Using Gaussian Process Maps Manon Kok Arno Solin 25 67 0 05 Apr 2018
Using Inertial Sensors for Position and Orientation Estimation Manon Kok Jeroen D. Hol Thomas B. Schon 23 446 0 20 Apr 2017
Linearly constrained Gaussian processes Carl Jidling Niklas Wahlström A. Wills Thomas B. Schon 19 98 0 02 Mar 2017
Inertial Odometry on Handheld Smartphones Arno Solin Santiago Cortés Reina Esa Rahtu Arno Solin 19 54 0 01 Mar 2017