Results 101 to 110 of about 4,229 (191)

SKALE: An Interpretable Multiscale Machine Learning Model for Decoding Phase‐Specific Protein Aggregation in Neurodegenerative Proteinopathies

Aggregate, Volume 7, Issue 2, February 2026.
Protein aggregation drives diverse degenerative diseases, yet its molecular origins are difficult to predict. SKALE uses interpretable machine learning to link sequence, structure, and dynamics, revealing how local structural weakening triggers aggregation.
Wei Xuan Wilson Loo, Jia Shen Sio, Keyin Yap, Yan Shan Loo, Hui Xuan Lim, Shuangyue Zhang, Huitao Liu, Chen Seng Ng   +7 more
wiley   +1 more source

Research on Feedforward-Feedback Composite Anti-Disturbance Control of Electro-Hydraulic Proportional System Based on Dead Zone Compensation

Machines
Considering the complexity and difficulty of obtaining certain parameters in the electro-hydraulic proportional control system, a precise transfer function of the system was derived through parameter identification using experimental data obtained from ...
Jianbo Dai, Haozhi Xu, Lei Si, Dong Wei, Jinheng Gu, Hang Chen   +5 more
doaj   +1 more source

Neural network‐based offset‐free model predictive control for nonlinear systems

AIChE Journal, Volume 72, Issue 2, February 2026.
Abstract This paper proposes an offset‐free model predictive control (MPC) framework for nonlinear systems modeled using neural network‐based nonlinear autoregressive models with exogenous inputs (NARX). To address plant‐model mismatch and ensure offset‐free tracking, the NARX model is augmented with an integrating disturbance model, resulting in an ...
Hesam Hassanpour, Prashant Mhaskar
wiley   +1 more source

Data‐Driven Dual‐Channel Dynamic Event‐Triggered Load Frequency Control for Multiarea Power Systems Under DoS Attacks

Energy Science &Engineering, Volume 14, Issue 2, Page 780-792, February 2026.
ABSTRACT System dynamics uncertainties and cyberattacks pose significant challenges to load frequency control in power systems. This paper presents a data‐driven load frequency control strategy for interconnected multi‐area power systems subject to denial‐of‐service attacks that disrupt both feedforward and feedback communication channels.
Yuhao Chen, Huarong Zhao, Masaki Ogura, Yi Gao, Li Peng   +4 more
wiley   +1 more source

Control Method for Improving Dynamic Characteristics of a DM-Coupled Inductor Boost Converter Using a 2D Look-Up Table

Energies
This paper proposes a control method to improve the dynamic performance of a two-phase DM (Differential Mode)-coupled boost converter designed for applications such as hybrid vehicles and railway systems. A conventional boost converter can be modified to
Seong-Wook Jeong, Dong-In Lee, Gyeong-Hyun Kwon, Han-Shin Youn   +3 more
doaj   +1 more source

Secondary Somatosensory Cortex Is Required for Learning but Not Execution of a Tactile Discrimination

European Journal of Neuroscience, Volume 63, Issue 3, February 2026.
The relationship between primary somatosensory cortex (S1) and secondary somatosensory cortex (S2) during learning is not clear. Here, we show that when confronted with a texture discrimination using the whiskers, S2 is required during learning but not after learning.
Anurag Pandey, Sungmin Kang, Nicole Pacchiarini, Hanna Wyszynska, Zena Masseri, Joseph O'Neill, Robert C. Honey, Kevin Fox   +7 more
wiley   +1 more source

Preview Feedforward Compensation: LMI Synthesis and Flight Simulation

IFAC-PapersOnLine, 2016
Abstract This paper proposes a novel synthesis technique for discrete-time preview feedforward compensation via linear matrix inequality (LMI). While an LMI synthesis condition for preview control in the previous research yields both feedback gain and preview feedforward compensation simultaneously, the proposed approach can derive feedforward ...
openaire   +1 more source

Understanding the Relationship Between Objective Attention and Subjective Perception Through Eye Tracking Methodologies of Blind Spots

Journal of Sensory Studies, Volume 41, Issue 1, February 2026.
ABSTRACT This review synthesizes recent research on the physiological blind spot as a model for studying the interplay between attention, perception, and conscious visual experience. Scanning studies from 1996 to 2025, the review focuses on eye‐tracking methodologies, predictive coding, clinical translation, and individual variability.
Alessandro Bortolotti, Riccardo Palumbo
wiley   +1 more source

Backstepping Control for Attitude Stabilization of Hexacopter Based on Nonlinear Feedforward Compensation

Shanghai Jiaotong Daxue xuebao
To address the attitude stabilization control problem of hexacopters under unknown disturbances, a nonlinear feedforward compensation backstepping control method for attitude stabilization of hexacopter is proposed.
LI Shuheng, HE Defeng, LIAO Fei, MU Jianbin
doaj   +1 more source

Feedforward Friction Compensator Design for Shake Table System

Çukurova Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi, 2019
This study deals with the design of feedforward compensator for the shake table system via Higher Order Sinusoidal Input Describing Functions (HOSIDFs) in order to reduce the performance degrading effect of the friction existing in the system. In this study, HOSIDFs are used to analyze the effect of Coulomb type friction on the output of the system ...
openaire   +3 more sources