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GPR

Papers archive 2025-07-28

archive papers tagged: 270 · with a code link: 62 · where Syntology ran a sample: 3 (2 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (3 of 270 tagged: 2 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument)

Page 2 of 3: papers 101 to 200 of 270, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Marginalization Consistent Probabilistic Forecasting of Irregular Time Series via Mixture of Separable flows
  11 Jun 2024 0 repositories listed
• Iterative Learning Control of Fast, Nonlinear, Oscillatory Dynamics (Preprint)
  30 May 2024 0 repositories listed
• Efficient Two-Stage Gaussian Process Regression Via Automatic Kernel Search and Subsampling
  22 May 2024 0 repositories listed
• Soil analysis with machine-learning-based processing of stepped-frequency GPR field measurements: Preliminary study
  24 Apr 2024 0 repositories listed
• Enhancing Predictive Accuracy in Pharmaceutical Sales Through An Ensemble Kernel Gaussian Process Regression Approach
  15 Apr 2024 0 repositories listed
• Kernel Multigrid: Accelerate Back-fitting via Sparse Gaussian Process Regression
  20 Mar 2024 0 repositories listed
• Bayesian Optimization that Limits Search Region to Lower Dimensions Utilizing Local GPR
  13 Mar 2024 0 repositories listed
• A novel data generation scheme for surrogate modelling with deep operator networks
  24 Feb 2024 0 repositories listed
• Gaussian-process-regression-based method for the localization of exceptional points in complex resonance spectra
  7 Feb 2024 0 repositories listed
• Sparse discovery of differential equations based on multi-fidelity Gaussian process
  22 Jan 2024 0 repositories listed
• Real-Time Asphalt Pavement Layer Thickness Prediction Using Ground-Penetrating Radar Based on a Modified Extended Common Mid-Point (XCMP) Approach
  7 Jan 2024 0 repositories listed
• Bayesian inversion of GPR waveforms for sub-surface material characterization: an uncertainty-aware retrieval of soil moisture and overlaying biomass properties
  13 Dec 2023 0 repositories listed
• KF-PLS: Optimizing Kernel Partial Least-Squares (K-PLS) with Kernel Flows
  11 Dec 2023 0 repositories listed
• On the variants of SVM methods applied to GPR data to classify tack coat characteristics in French pavements: two experimental case studies
  6 Dec 2023 0 repositories listed
• Optimal Data Generation in Multi-Dimensional Parameter Spaces, using Bayesian Optimization
  4 Dec 2023 0 repositories listed
• A Gaussian Process Based Method with Deep Kernel Learning for Pricing High-dimensional American Options
  13 Nov 2023 0 repositories listed
• Novel models for fatigue life prediction under wideband random loads based on machine learning
  13 Nov 2023 0 repositories listed
• Density-based User Representation using Gaussian Process Regression for Multi-interest Personalized Retrieval
  31 Oct 2023 0 repositories listed
• Guaranteed Coverage Prediction Intervals with Gaussian Process Regression
  24 Oct 2023 0 repositories listed
• Enhanced Human-Robot Collaboration using Constrained Probabilistic Human-Motion Prediction
  5 Oct 2023 0 repositories listed
• Comprehensive performance comparison among different types of features in data-driven battery state of health estimation
  27 Aug 2023 0 repositories listed
• Learning-based Control for PMSM Using Distributed Gaussian Processes with Optimal Aggregation Strategy
  26 Jul 2023 0 repositories listed
• Spectral-Bias and Kernel-Task Alignment in Physically Informed Neural Networks
  12 Jul 2023 0 repositories listed
• Bayesian tomography using polynomial chaos expansion and deep generative networks
  9 Jul 2023 0 repositories listed
• Practical Privacy-Preserving Gaussian Process Regression via Secret Sharing
  26 Jun 2023 0 repositories listed
• A Depth-Adaptive Filtering Method for Effective GPR Tree Roots Detection in Tropical Area
  30 May 2023 0 repositories listed
• A machine learning approach to the prediction of heat-transfer coefficients in micro-channels
  28 May 2023 0 repositories listed
• Conditional variational autoencoder with Gaussian process regression recognition for parametric models
  16 May 2023 0 repositories listed
• PIQI: Perceptual Image Quality Index based on Ensemble of Gaussian Process Regression
  16 May 2023 0 repositories listed
• CSI-Based Data-driven Localization Frameworking using Small-scale Training Datasets in Single-site MIMO Systems
  22 Apr 2023 0 repositories listed
• MVP-SEG: Multi-View Prompt Learning for Open-Vocabulary Semantic Segmentation
  14 Apr 2023 0 repositories listed
• Data-Driven Response Regime Exploration and Identification for Dynamical Systems
  7 Apr 2023 0 repositories listed
• Model Reference Gaussian Process Regression: Data-Driven State Feedback Controller
  17 Mar 2023 0 repositories listed
• Frequency-domain Blind Quality Assessment of Blurred and Blocking-artefact Images using Gaussian Process Regression model
  5 Mar 2023 0 repositories listed
• Quantification of Damage Using Indirect Structural Health Monitoring
  24 Jan 2023 0 repositories listed
• An LMI Framework for Contraction-based Nonlinear Control Design by Derivatives of Gaussian Process Regression
  20 Jan 2023 0 repositories listed
• Neural network with optimal neuron activation functions based on additive Gaussian process regression
  13 Jan 2023 0 repositories listed
• Plant species richness prediction from DESIS hyperspectral data: A comparison study on feature extraction procedures and regression models
  5 Jan 2023 0 repositories listed
• Air Quality Prediction - A Study Using Neural Network Based Approach
  26 Dec 2022 0 repositories listed
• Diameter Estimation of Cylindrical Metal Bar Using Wideband Dual-Polarized Ground-Penetrating Radar
  26 Dec 2022 0 repositories listed
• Machine learning for accelerating the discovery of high performance low-cost solar cells: a systematic review
  26 Dec 2022 0 repositories listed
• Empirical Asset Pricing via Ensemble Gaussian Process Regression
  2 Dec 2022 0 repositories listed
• A Gaussian Process Regression based Dynamical Models Learning Algorithm for Target Tracking
  25 Nov 2022 0 repositories listed
• Underground Diagnosis Based on GPR and Learning in the Model Space
  25 Nov 2022 0 repositories listed
• The loss of the property of locality of the kernel in high-dimensional Gaussian process regression on the example of the fitting of molecular potential energy surfaces
  21 Nov 2022 0 repositories listed
• Modern GPR Target Recognition Methods
  2 Nov 2022 0 repositories listed
• BOREx: Bayesian-Optimization--Based Refinement of Saliency Map for Image- and Video-Classification Models
  31 Oct 2022 0 repositories listed
• Improving the Anomaly Detection in GPR Images by Fine-Tuning CNNs with Synthetic Data
  21 Oct 2022 0 repositories listed
• GPR-Net: Multi-view Layout Estimation via a Geometry-aware Panorama Registration Network
  20 Oct 2022 0 repositories listed
• Locally Smoothed Gaussian Process Regression
  18 Oct 2022 0 repositories listed
• Accelerating the Evolutionary Algorithms by Gaussian Process Regression with ε-greedy acquisition function
  13 Oct 2022 0 repositories listed
• Over-the-Air Gaussian Process Regression Based on Product of Experts
  5 Oct 2022 0 repositories listed
• Multi-objective hyperparameter optimization with performance uncertainty
  9 Sep 2022 0 repositories listed
• A Predictive Chance Constraint Rebalancing Approach to Mobility-on-Demand Services
  7 Sep 2022 0 repositories listed
• Assesment of material layers in building walls using GeoRadar
  25 Aug 2022 0 repositories listed
• Building Robust Machine Learning Models for Small Chemical Science Data: The Case of Shear Viscosity
  23 Aug 2022 0 repositories listed
• Reduced-order modeling for parameterized large-eddy simulations of atmospheric pollutant dispersion
  2 Aug 2022 0 repositories listed
• A Deep Learning-Based GPR Forward Solver for Predicting B-Scans of Subsurface Objects
  13 Jul 2022 0 repositories listed
• Tractable Data Enriched Distributionally Robust Chance-Constrained CVR
  7 Jul 2022 0 repositories listed
• Photoelectric Factor Prediction Using Automated Learning and Uncertainty Quantification
  17 Jun 2022 0 repositories listed
• Accurate Tree Roots Positioning and Sizing over Undulated Ground Surfaces by Common Offset GPR Measurements
  27 May 2022 0 repositories listed
• Dual-Cross-Polarized GPR Measurement Method for Detection and Orientation Estimation of Shallowly Buried Elongated Object
  17 May 2022 0 repositories listed
• Learning to Remove Clutter in Real-World GPR Images Using Hybrid Data
  17 May 2022 0 repositories listed
• A hybrid data driven-physics constrained Gaussian process regression framework with deep kernel for uncertainty quantification
  13 May 2022 0 repositories listed
• High Dimensional Bayesian Optimization with Kernel Principal Component Analysis
  28 Apr 2022 0 repositories listed
• Accurate Molecular-Orbital-Based Machine Learning Energies via Unsupervised Clustering of Chemical Space
  21 Apr 2022 0 repositories listed
• Active-learning-based non-intrusive Model Order Reduction
  8 Apr 2022 0 repositories listed
• PAGP: A physics-assisted Gaussian process framework with active learning for forward and inverse problems of partial differential equations
  6 Apr 2022 0 repositories listed
• SFCW GPR tree roots detection enhancement by time frequency analysis in tropical areas
  6 Apr 2022 0 repositories listed
• Impact of Information Flow Topology on Safety of Tightly-coupled Connected and Automated Vehicle Platoons Utilizing Stochastic Control
  29 Mar 2022 0 repositories listed
• Slice-Connection Clustering Algorithm for Tree Roots Recognition in Noisy 3D GPR Data
  8 Mar 2022 0 repositories listed
• Multi-model Ensemble Analysis with Neural Network Gaussian Processes
  8 Feb 2022 0 repositories listed
• Global Optimization Networks
  2 Feb 2022 0 repositories listed
• A Probabilistic Framework for Dynamic Object Recognition in 3D Environment With A Novel Continuous Ground Estimation Method
  27 Jan 2022 0 repositories listed
• Adaptive Outlier Detection for Power MOSFETs Based on Gaussian Process Regression
  25 Jan 2022 0 repositories listed
• Estimating the Direction and Radius of Pipe from GPR Image by Ellipse Inversion Model
  25 Jan 2022 0 repositories listed
• Mapping the Buried Cable by Ground Penetrating Radar and Gaussian-Process Regression
  25 Jan 2022 0 repositories listed
• Adaptive Transfer Learning for Plant Phenotyping
  14 Jan 2022 0 repositories listed
• Estimating Parameters of the Tree Root in Heterogeneous Soil Environments via Mask-Guided Multi-Polarimetric Integration Neural Network
  27 Dec 2021 0 repositories listed
• Solar photovoltaic power prediction using different machine learning methods
  26 Nov 2021 0 repositories listed
• Learning-Based Repetitive Precision Motion Control with Mismatch Compensation
  19 Nov 2021 0 repositories listed
• Machine Learning-Based Assessment of Energy Behavior of RC Shear Walls
  16 Nov 2021 0 repositories listed
• Automated Translation of Rebar Information from GPR Data into As-Built BIM: A Deep Learning-based Approach
  28 Oct 2021 0 repositories listed
• Learning curves for Gaussian process regression with power-law priors and targets
  23 Oct 2021 0 repositories listed
• Data Driven Prediction of Battery Cycle Life Before Capacity Degradation
  19 Oct 2021 0 repositories listed
• Normative Modeling using Multimodal Variational Autoencoders to Identify Abnormal Brain Structural Patterns in Alzheimer Disease
  10 Oct 2021 0 repositories listed
• Time Series Forecasting Using Manifold Learning
  7 Oct 2021 0 repositories listed
• Moving average options: Machine Learning and Gauss-Hermite quadrature for a double non-Markovian problem
  25 Aug 2021 0 repositories listed
• Adaptive Selection of Informative Path Planning Strategies via Reinforcement Learning
  14 Aug 2021 0 repositories listed
• Active Learning for Saddle Point Calculation
  10 Aug 2021 0 repositories listed
• Computational modelling and data-driven homogenisation of knitted membranes
  12 Jul 2021 0 repositories listed
• Robotic Inspection of Underground Utilities for Construction Survey Using a Ground Penetrating Radar
  3 Jun 2021 0 repositories listed
• Adaptive Local Kernels Formulation of Mutual Information with Application to Active Post-Seismic Building Damage Inference
  24 May 2021 0 repositories listed
• Lightweight Distributed Gaussian Process Regression for Online Machine Learning
  11 May 2021 0 repositories listed
• Making decisions in the dark basement of the brain: A look back at the GPR model of action selection and the basal ganglia
  29 Apr 2021 0 repositories listed
• Towards 3D Metric GPR Imaging Based on DNN Noise Removal and Dielectric Estimation
  21 Apr 2021 0 repositories listed
• Detecting Label Noise via Leave-One-Out Cross-Validation
  21 Mar 2021 0 repositories listed
• Data-driven method for real-time prediction and uncertainty quantification of fatigue failure under stochastic loading using artificial neural networks and Gaussian process regression
  11 Mar 2021 0 repositories listed
• A Novel Non-Invasive Estimation of Respiration Rate from Photoplethysmograph Signal Using Machine Learning Model
  18 Feb 2021 0 repositories listed
• The Orientation Estimation of Elongated Underground Objects via Multi-Polarization Aggregation and Selection Neural Network
  29 Jan 2021 0 repositories listed