eLife

REM sleep prefrontal high-frequency oscillation chains mediate distinct cortical – hippocampal reactivation patterns compared to NREM sleep

REM (rapid eye movement) and non-REM (NREM) sleep stages contribute to systems memory consolidation in hippocampal-cortical circuits. However, the physiological mechanisms underlying REM memory ...
IEEE

Gaussian Process Regression and Linear Degradation Based RUL Prediction of DC-Link Capacitors in Electric Aircraft Powertrains

Abstract: In modern electric aircraft, DC-link capacitors are critical for voltage regulation in power converters, directly affecting the reliability and performance of onboard electrical systems.
IEEE

Hierarchical Clustering Weighted Gaussian Process Regression Low-Fidelity Model and Application in Airfoil Drag Coefficients Prediction

Abstract: Multi-fidelity modeling is a common approach for predicting the drag coefficient of airfoil, offering high accuracy and low computational cost. Low-fidelity data are acquired by simplifying ...
Scientific Research Publishing

Hayes, A. F. (2022). Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach (3rd ed.). The Guilford Press.

ABSTRACT: The purpose of this study was to establish the mediating role of job satisfaction (JS) in the relationship between job involvement (JI) and psychological well-being (PWB). A cross-sectional ...
GitHub

[Tensor Gaussian Process: Efficient Solvers for Nonlinear PDEs] (AISTATS 2026)

This repository contains the official implementation of the paper "[Tensor Gaussian Process: Efficient Solvers for Nonlinear PDEs]" accepted at AISTATS 2026. Python libraries needed for running codes ...