Results 31 to 40 of about 4,775 (181)

OLSS-Mamba: Order-Aware Low-Rank Spectral–Spatial Mamba for Hyperspectral Image Classification

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Hyperspectral image (HSI) classification requires effective spectral–spatial representation learning under limited labeled samples and constrained computational resources.
Chunchao Li, Lulu Shi, Zhuojun Xie, Bo Liu, Shenglong Li, Puhong Duan   +5 more
doaj   +1 more source

A Practical Tutorial on Physics‐Informed Networks for Pharmacometrics and Quantitative Systems Pharmacology

CPT: Pharmacometrics &Systems Pharmacology, Volume 15, Issue 10, October 2026.
ABSTRACT Inverse problems in pharmacometrics and quantitative systems pharmacology (QSP) often involve sparse, noisy data, limited measurable states, and complex dynamical systems. Traditional parameter estimation methods can struggle with ill‐posed problems, stiffness, discontinuities, and gray‐box scenarios where only part of the system dynamics is ...
Nazanin Ahmadi Daryakenari, Mohammad Kohandel   +1 more
wiley   +1 more source

SambaMixer: State of Health Prediction of Li-Ion Batteries Using Mamba State Space Models

IEEE Access
The state of health (SOH) of a Li-ion battery is determined by complex interactions among its internal components and external factors. Approaches leveraging deep learning architectures have been proposed to predict the SOH using convolutional networks ...
Jose Ignacio Olalde-Verano, Sascha Kirch, Clara Perez-Molina, Sergio Martin   +3 more
doaj   +1 more source

Mamba Hawkes Process

CoRR
Irregular and asynchronous event sequences are prevalent in many domains, such as social media, finance, and healthcare. Traditional temporal point processes (TPPs), like Hawkes processes, often struggle to model mutual inhibition and nonlinearity effectively.
Anningzhe Gao, Shan Dai, Yan Hu
openaire   +2 more sources

β‐Cyclodextrin Immobilized in Geophagic Clay Sheets for the Absorption of Dyes From Wastewater Using a Fixed‐Bed Method

Water Environment Research, Volume 98, Issue 10, October 2026.
β‐Cyclodextrin‐functionalized geophagic clay was applied in a fixed‐bed column for the removal of rhodamine B (RhB) and methyl orange (MO). RhB interacts via electrostatic attraction and hydrogen bonding, while MO undergoes cavity inclusion complexation and hydrogen bonding within the βCD structure.
Nomcebo P. Khumalo, Mukuna P. Mubiayi, Bhekie B. Mamba   +2 more
wiley   +1 more source

A seismic random noise suppression method based on CNN-Mamba

Meitian dizhi yu kantan
BackgroundSeismic random noise suppression is recognized as a key step to improve the quality of seismic data. Data-driven deep learning provides an intelligent solution for the noise suppression.
Xiujuan WEI, Xingye LIU, Huailai ZHOU
doaj   +1 more source

Infrared‐Guided Super‐Resolution of Remotely Sensed Passive Microwave Sea Surface Temperature

Journal of Geophysical Research: Machine Learning and Computation, Volume 3, Issue 5, October 2026.
Abstract High‐resolution sea surface temperature (SST) is essential for weather forecasting and climate applications. Passive microwave (MW) SST offers largely cloud‐penetrating coverage but is coarse and spatially smoothed, whereas infrared (IR) SST resolves fine‐scale structures but is frequently cloud‐obscured.
Wenjie Zhou, Xiaofeng Yang
wiley   +1 more source

Dynamic Vision Mamba

CoRR
Mamba-based vision models have gained extensive attention as a result of being computationally more efficient than attention-based models. However, spatial redundancy still exists in these models, represented by token and block redundancy. For token redundancy, we analytically find that early token pruning methods will result in inconsistency between ...
Mengxuan Wu, Zekai Li, Zhiyuan Liang, Moyang Li, Xuanlei Zhao, Samir Khaki, Zheng Zhu, Xiaojiang Peng, Konstantinos N. Plataniotis, Kai Wang 0036, Wangbo Zhao, Yang You 0001   +11 more
openaire   +2 more sources

Bitemporal Remote Sensing Change Detection With State-Space Models

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Change detection in very-high-resolution remote sensing images has gained significant attention, particularly with the rise of deep learning techniques such as convolutional neural networks and Transformers.
Lukun Wang, Qihang Sun, Jiaming Pei, Muhammad Attique Khan, Maryam M. Al Dabel, Yasser D. Al-Otaibi, Ali Kashif Bashir   +6 more
doaj   +1 more source

Machine learning we can trust: tensor algebra and the design of reliable foundation models

AI Magazine, Volume 47, Issue 3, Fall 2026.
Abstract When an AI model answers our question, can we interrogate this particular answer and receive solid reasoning? Twenty‐four centuries ago, Socrates judged understanding not by how fluently someone spoke but by whether their claims survived questioning.
Grigorios G. Chrysos
wiley   +1 more source