Results 101 to 110 of about 49,141 (264)

Strategy of Triple‐Gradient in Binary Pixels for Flexible Pressure Sensing with High Sensitivity and Wide‐Range Linearity

Advanced Science, EarlyView.
A flexible pressure sensor with triple‐gradient design of conductivity, modulus, and dimension in binary micro‐dome pixels is proposed. Based on precisely‐designed CNT/PDMS matrix, the device exhibits a linear sensitivity of 974.1 kPa−1 across range up to 1.8 MPa (R2 > 0.99), offering an effective strategy for potential applications in healthcare ...
Yifan Liu, Xiao Xu, Fengming Hu, Yuanzhe Liang, Zidong Yin, Biao Qi, Ruolin Liu, Ziyi Dai, Jianyi Luo, Bingpu Zhou   +9 more
wiley   +1 more source

Forest Cover and Landslide Susceptibility Assessment Using a Machine Learning Approach in Northern Midland and Mountainous Region of Vietnam

Environment and Natural Resources Journal
Landslides are a major geo-environmental hazard in Vietnam’s midland and mountainous regions, further intensified by land-use pressures and climate change.
Thuong Tran, Hoa Trieu, Nathaniel Bantayan   +2 more
doaj   +1 more source

scTIDE: Deciphering Critical Transitions Through Cell‐Perturbed Manifold Graphs and Optimal Transport Conditional Flow Matching

Advanced Science, EarlyView.
scTIDE identifies single‐cell tipping points by combining manifold‐based graph representations with optimal‐transport conditional flow matching, which preserves intrinsic topology and models distributional dynamics. It supports critical‐transition detection at individual‐cell resolution, prediction of unseen cells, and dimensionality reduction and ...
Jiayuan Zhong, Bowen Niu, Yongbo Yu, Shiyang Nie, Xuerong Gu, Pei Chen, Rui Liu   +6 more
wiley   +1 more source

An Intelligent Network Traffic Analysis Module for Intrusion Detection Systems Using an Ensemble of Neural Networks

Proceedings of the International Conference on Applied Innovations in IT
This paper presents a module for the intelligent analysis of network traffic for Intrusion Detection Systems (IDS), implemented as an ensemble of three artificial neural networks (ANNs): a Multi-Layer Perceptron (MLP), a Radial Basis Function (RBF ...
Mukhamadieva Kibriyo, Mukhamadieva Zarina   +1 more
doaj   +1 more source

MLPs at the EOC: Concentration of the NTK

CoRR
We study the concentration of the Neural Tangent Kernel (NTK) $K_θ: \mathbb{R}^{m_0} \times \mathbb{R}^{m_0} \to \mathbb{R}^{m_l \times m_l}$ of $l$-layer Multilayer Perceptrons (MLPs) $N : \mathbb{R}^{m_0} \times Θ\to \mathbb{R}^{m_l}$ equipped with activation functions $ϕ(s) = a s + b \vert s \vert$ for some $a,b \in \mathbb{R}$ with the parameter $θ\
Dávid Terjék, Diego González-Sánchez
openaire   +2 more sources

Hydrogen‐Stabilized Self‐Rectifying Memristor Arrays for Reliable Multilevel Synapses in Transformer‐Based Keyword Spotting

Advanced Science, EarlyView.
A non‐filamentary self‐rectifying HfO2/TiOx resistive random‐access memory integrates H2 annealing with an incremental step pulse with verify algorithm to achieve stable and linear analog conductance modulation. The device enables low‐current 6‐bit multilevel operation while suppressing sneak current in crossbar arrays. Implemented in Transformer‐based
Seonjeong Lee, Seohyeon Ju, Won Joo Lee, Myounggon Kang, Sungjun Kim, Yoon Kim   +5 more
wiley   +1 more source

Outperforming DNN Using MLP in Water Quality Assessment for Aquaculture

Journal of Applied Informatics and Computing
Aquaculture production relies heavily on stable water quality conditions, requiring accurate and efficient assessment methods to support early environmental monitoring and sustainable management.
Mochammad Anshori, Mufid Musthofa
doaj   +1 more source

Unveiling Mechanisms of SEI Formation and Sodium Loss in Sodium Batteries via Interface Reactor Sampling

Advanced Science, EarlyView.
An “Interface Reactor” strategy boosts simulation stability by 2–3 orders of magnitude, enabling stable 100 ns molecular dynamics of electrode‐electrolyte interfaces. Distinct SEI formation mechanisms are revealed: mixed co‐formation in carbonates versus surface‐energy‐controlled NaF crystallization in ethers. Metadynamics simulations further elucidate
Zhoulin Liu, Ziliang Wang, Zherui Chen, Jianchun Sha, Fengzijun Pan, Pingyang Zhang, Yinghe Zhang   +6 more
wiley   +1 more source

Macroeconomic Determinants of Malaysia’s Exchange Rate: A Multiple Linear Regression Analysis

Journal of Computing Research and Innovation
This study uses Multiple Linear Regression (MLR) to examine how important macroeconomic factors affect Malaysia's exchange rate. The analysis covered annual data from 1990 to 2023 and focused on five main indicators—GDP at constant prices, GDP growth ...
Nur Alia Safrina Basri, Nur ‘Ainina Awang, Nur Syamimi Haji Abu Bakar, Siti Nur Zahrah Amin Burhanuddin, Zuraidah Derasit   +4 more
doaj   +1 more source

CLRe: A Synergistic Dual‐Engine Framework for One‐Step Retrosynthesis Prediction

Advanced Science, EarlyView.
CLRe uses a contrastive difficulty score to order pretrained seq2seq fine‐tuning for retrosynthesis. Reaction embeddings define the ranking score, and a cumulative easy‐to‐hard schedule expands from the easiest subset to the full training set while earlier examples remain active.
Tianhao Su, Xitao Wang, Musen Li, Guanhua Qin, Shunbo Hu, Tong‐Yi Zhang   +5 more
wiley   +1 more source