Crop type mapping based on Satellite Image Time Series (SITS) is a cornerstone of large-scale agricultural monitoring. However, existing methods often struggle in agricultural landscapes characterized by field fragmentation and crop phenological variability, where inter-class boundary ambiguity and intra-class phenolog...
Wei Cui, Kaimin Sun, Yu Duan et al.· ISPRS Journal of Photogramme...· 0 citations
Abstract Sustainable extraction of bioactive compounds from Amazonian fruits is essential for green chemistry, but integrated kinetic, thermodynamic, economic, and sustainability assessments for Myrciaria dubia (camu–camu) phenolics remain limited. This study investigated phenolic extraction from camu–camu pulp using n...
André Gomes Mesquita, Adriny dos Santos Miranda Lobato, Ianê Valente Pires et al.· ACS Omega· 0 citations
ABSTRACT In this study, Molecular Dynamics (MD) simulations are employed to compare the mechanical behavior of additively manufactured Cu‐Ni Functionally Graded Materials (FGMs) as a function of the functional gradient design. Two gradient architectures, a stepwise graded architecture and a layer‐by‐layer gradient, are...
ABSTRACT The integration of functional materials and intelligent algorithms has endowed artificial olfactory systems with promising potential across various fields. Nevertheless, their accuracy and reliability in practical gas recognition remain constrained, primarily due to the unrefined combination of sensing materia...
With the rapid development of deep learning technology, multimodal content generation has shown substantial application potential in fields such as medical imaging, industrial inspection, and creative design. However, existing methods face semantic gap problems in cross-modal feature fusion and struggle to simultaneous...
Kai Zhang, Di Wu, Yuqing Song et al.· Discover Artificial Intellig...· 0 citations
Wastewater from galvanic and metallurgical plants, the mining and engineering industries, and the manufacture of lead-acid batteries, textiles, paints and dyes may contain lead ions at concentrations of 60–120 mg l⁻¹. Adsorption is regarded as one of the most promising and most economically viable methods for the remov...
O. Perlova· Odesa National University He...· 0 citations
We study two coupled nonlinear Fisher–Kolmogorov equations with anomalous diffusion. Because analytical solutions are difficult to obtain, we use a reduced collective-coordinate method based on two time-dependent power-law assumptions. This approach reduces the original partial differential equations to a simpler syste...
Edward Larroza, Diego González, Sergio Curilef· Chaos Solitons & Fractals· 0 citations
Background Glymphatic dysfunction has been reported in multiple sclerosis (MS) and neuromyelitis optica spectrum disorder (NMOSD), yet disease-specific patterns of glymphatic-related impairment and their structural and cognitive consequences remain poorly characterized. Methods This study enrolled 196 MS patients, 88 N...
Xiaoya Chen, Kai Zhang, Xiaojuan Dong et al.· Frontiers in Immunology· 0 citations
Introduction Robotic bimanual manipulation poses significant challenges for reactive visuomotor policies, which inherently lack the capacity to anticipate future environmental dynamics, especially in long-horizon and semantically complex tasks. To address this limitation, there is a critical need for frameworks that in...
Xukun Liu, Liguo Hou, Pu Cheng et al.· Frontiers in Neurorobotics· 0 citations
Abstract Heavy metal contamination in water sources is a significant concern for environmental and human health, necessitating the development of efficient, cost-effective, and sustainable removal methods. In this study, a surface-engineered hexagonal boron nitride (h-BN)/g-C3N4 (BN−CN) nanocomposite was synthesized vi...
Introduction Chronic diabetic wounds, particularly foot ulcers, exhibit delayed healing due to impaired tissue repair and infection risk. Topical insulin has shown wound-healing benefits, while nanotechnology-based carriers such as chitosan nanoparticles embedded in polymeric films can enable sustained and localized de...
Lalit Singh, Monika, Rahul Pratap Singh et al.· Next Nanotechnology· 0 citations
In this paper, we are concerned with a diffusive flocculation model in heterogeneous environment. We proved global existence and coexistence of species in the medium. Stability of the washout steady state was shown by analyzing the sign of the principal eigenvalue corresponding to the trivial solution. And, by numerica...
Learn how Google DeepMind and GovTech Singapore uses lightweight on-device Gemma models to intercept conversational scams in private chats with zero cloud data egress.
Microsoft Research Blog· microsoft.comOct 12, 2026
StudentSim is a research system for evaluating and improving AI tutoring tools before they are tested with learners. It models how individuals may engage with tutors, giving feedback to improve tutor performance across subjects like chess, writing, and mathematics. The post Simulating student learning for better AI tutoring appeared first on Microsoft Research.
