Results 201 to 210 of about 7,858,530 (320)

Response Theory for Locally Gapped Systems. [PDF]

J Stat Phys
Henheik J, Wessel T.
europepmc   +1 more source

Artificial intelligence in preclinical epilepsy research: Current state, potential, and challenges

Epilepsia Open, EarlyView.
Abstract Preclinical translational epilepsy research uses animal models to better understand the mechanisms underlying epilepsy and its comorbidities, as well as to analyze and develop potential treatments that may mitigate this neurological disorder and its associated conditions. Artificial intelligence (AI) has emerged as a transformative tool across
Jesús Servando Medel‐Matus, Cesar Santana‐Gomez, Ruby G. Escalante, Dominique Duncan, Pedro F. Viana, Giulia Sofia Cereda, Naoto Kuroda, Aristea S. Galanopoulou   +7 more
wiley   +1 more source

On the Lavrentiev Gap for Manifold-Valued Maps. [PDF]

J Geom Anal
Antonini CA, De Filippis F, Pacchiano Camacho C.   +2 more
europepmc   +1 more source

EEG CONNECT: A proposed reporting checklist for EEG‐based connectivity studies in clinical epilepsy research

Epilepsia Open, EarlyView.
Abstract EEG‐based connectivity analysis has emerged as a promising approach for investigating brain network dynamics in clinical epilepsy research. However, the diversity of analytical approaches, preprocessing pipelines, and reporting practices poses challenges to reproducibility and clinical translation.
Naoto Kuroda, Ethan Firestone, Giulia Sofia Cereda, Jesús Servando Medel‐Matus, Pedro F. Viana, Aristea S. Galanopoulou, Eishi Asano   +6 more
wiley   +1 more source

A metric counterpart of the Gu-Yung formula. [PDF]

Rev Mat Complut
Buccheri S, Górny W.
europepmc   +1 more source

Limit theorems for integrated local empirical characteristic exponents from noisy high-frequency data with application to volatility and jump activity estimation

, 2018
J. Jacod, Viktor Todorov
semanticscholar   +1 more source

Physics‐Based Encoder‐Only Transformer for Structural Hysteresis Prediction and Dynamic Analysis

Earthquake Engineering &Structural Dynamics, EarlyView.
ABSTRACT Accurate modeling of structural hysteresis is a critical task for ensuring the safety of structures through reliable response predictions. However, conventional hysteresis models often struggle to represent diverse hysteresis characteristics observed in real‐world structures, as the manual selection of a model form may not assure validity and ...
Jongha Joo, Jaehwan Jeon, Junho Song
wiley   +1 more source

Inverse-Probability-Weighted Kernel Estimation of Regression Derivatives Under Missing-at-Random Responses for Stationary Ergodic Processes. [PDF]

Entropy (Basel)
Bouzebda S, Didi S.
europepmc   +1 more source

Bayesian Multivariate Two‐Stage Volatility‐Return Models (MTS‐VR)

Journal of Forecasting, EarlyView.
ABSTRACT This paper develops a class of models to capture the joint dynamics of asset returns and multivariate volatility. Owing to its two‐stage construction, this class is referred to as the multivariate two‐stage volatility‐return (MTS‐VR) model.
Zhenglyu Huang, Jennifer S. K. Chan, Gareth W. Peters   +2 more
wiley   +1 more source

Time‐Varying Structural Approximate Dynamic Factor Model

Journal of Forecasting, EarlyView.
ABSTRACT This study proposes a time‐varying structural approximate dynamic factor (TVS‐ADF) model by extending the approximate dynamic factor (ADF) model in state‐space form. The TVS‐ADF model considers time‐varying coefficients and a time‐varying variance–covariance matrix of its innovation terms to capture complex economic dynamics.
Ziyan Zhao, Qingfeng Liu
wiley   +1 more source