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GPR

Gaussian Process Regression

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Showing 151–175 of 270 papers

TitleStatusHype
Gaussian Process Regression With Interpretable Sample-Wise Feature WeightsCode1
Solar photovoltaic power prediction using different machine learning methods—0
Machine Learning Based Forward Solver: An Automatic Framework in gprMaxCode0
Learning-Based Repetitive Precision Motion Control with Mismatch Compensation—0
Machine Learning-Based Assessment of Energy Behavior of RC Shear Walls—0
Automated Translation of Rebar Information from GPR Data into As-Built BIM: A Deep Learning-based Approach—0
Learning curves for Gaussian process regression with power-law priors and targets—0
Data Driven Prediction of Battery Cycle Life Before Capacity Degradation—0
Satellite galaxy abundance dependency on cosmology in Magneticum simulationsCode0
Normative Modeling using Multimodal Variational Autoencoders to Identify Abnormal Brain Structural Patterns in Alzheimer Disease—0
Time Series Forecasting Using Manifold Learning—0
Surrogate-Based Black-Box Optimization Method for Costly Molecular PropertiesCode1
Modelling Arbitrary Complex Dielectric Properties -- an automated implementation for gprMaxCode0
Moving average options: Machine Learning and Gauss-Hermite quadrature for a double non-Markovian problem—0
Select Wisely and Explain: Active Learning and Probabilistic Local Post-hoc ExplainabilityCode0
Adaptive Selection of Informative Path Planning Strategies via Reinforcement Learning—0
Active Learning for Saddle Point Calculation—0
Computational modelling and data-driven homogenisation of knitted membranes—0
EVARS-GPR: EVent-triggered Augmented Refitting of Gaussian Process Regression for Seasonal DataCode0
BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein ApproximationCode1
Robotic Inspection of Underground Utilities for Construction Survey Using a Ground Penetrating Radar—0
Empirical Models for Multidimensional Regression of Fission SystemsCode1
Adaptive Local Kernels Formulation of Mutual Information with Application to Active Post-Seismic Building Damage Inference—0
Direct Velocity Inversion of Ground Penetrating Radar Data Using GPRNetCode1
Lightweight Distributed Gaussian Process Regression for Online Machine Learning—0
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