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GPR

Gaussian Process Regression

Papers

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Showing 251–270 of 270 papers

TitleStatusHype
Automatic Classification of Irregularly Sampled Time Series with Unequal Lengths: A Case Study on Estimated Glomerular Filtration Rate—0
Autonomous Materials Discovery Driven by Gaussian Process Regression with Inhomogeneous Measurement Noise and Anisotropic Kernels—0
Bayesian full waveform inversion with sequential surrogate model refinement—0
Bayesian inversion of GPR waveforms for sub-surface material characterization: an uncertainty-aware retrieval of soil moisture and overlaying biomass properties—0
Bayesian Optimization that Limits Search Region to Lower Dimensions Utilizing Local GPR—0
BOREx: Bayesian-Optimization--Based Refinement of Saliency Map for Image- and Video-Classification Models—0
Building Robust Machine Learning Models for Small Chemical Science Data: The Case of Shear Viscosity—0
Buried object detection from B-scan ground penetrating radar data using Faster-RCNN—0
Classification of Buried Objects from Ground Penetrating Radar Images by using Second Order Deep Learning Models—0
Compact Dual-Polarized Vivaldi Antenna for Ground Penetrating Radar (GPR) Application—0
Comprehensive performance comparison among different types of features in data-driven battery state of health estimation—0
Computational modelling and data-driven homogenisation of knitted membranes—0
Conditional variational autoencoder with Gaussian process regression recognition for parametric models—0
Conformal Prediction for Manifold-based Source Localization with Gaussian Processes—0
CSI-Based Data-driven Localization Frameworking using Small-scale Training Datasets in Single-site MIMO Systems—0
Data-driven method for real-time prediction and uncertainty quantification of fatigue failure under stochastic loading using artificial neural networks and Gaussian process regression—0
Data-Driven, Parameterized Reduced-order Models for Predicting Distortion in Metal 3D Printing—0
Data Driven Prediction of Battery Cycle Life Before Capacity Degradation—0
Data-Driven Response Regime Exploration and Identification for Dynamical Systems—0
Deep Learning for Epidemiological Predictions—0
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