Research on Crop Classification Using U-Net Integrated with Multimodal Remote Sensing Temporal Features. [PDF]
Zhu Z +6 more
europepmc +1 more source
Radiative Thermal Management for Extreme Environments: Mechanisms and Design Strategies
In this review, we discuss the fundamental mechanisms of radiative cooling and solar heating, material and structural design strategies, hybrid approaches integrating additional heat transfer pathways, and durability‐oriented designs addressing environmental stresses.
Hyung Rae Kim +5 more
wiley +1 more source
Semantic-Guided Transformer Network for Crop Classification in Hyperspectral Images. [PDF]
Pi W +5 more
europepmc +1 more source
Classification of crop and livestock systems
Classification of crop and livestock ...
openaire +1 more source
Inverse Design of Nanoparticulate Materials
Inverse design shifts nanomaterial development from empirical trial‐and‐error to predictive model‐driven strategies. It can rely on knowledge‐based, data‐based, or hybrid process and property functions. This perspective article provides a practical framework for applying inverse design based on instructive examples. It discusses which modeling approach
Nabi Etienne Traoré +5 more
wiley +1 more source
Deep learning-based phenology extraction and crop classification in arid oasis using Sentinel-2 time series. [PDF]
Wang C, Chi J, Zhang X, Zhang N.
europepmc +1 more source
A chemically defined PEG‐based microgel platform enables scalable, reproducible production of three‐dimensional microgel‐iPSC constructs in multiple sizes. The system is compatible with high‐throughput automation and supports human iPSC expansion and differentiation within a single construct, including directed differentiation into cardiac organoids ...
Laura Klasen +8 more
wiley +1 more source
Improved early-stage crop classification using a novel fusion-based machine learning approach with Sentinel-2A and Landsat 8-9 data. [PDF]
Jamil MD +10 more
europepmc +1 more source
Increasing Lipid Nanoparticle mRNA Copy Number Improves Transfection Potency
As lipid nanoparticle (LNP) systems are the leading platform for in vivo nucleic acid delivery, improving transfection potency of these systems is of considerable interest. In this work, we explored a post‐mixing formulation method involving a two‐step buffer exchange that increased the number of mRNA copies within each LNP while reducing the number of
Yao Zhang +12 more
wiley +1 more source
CMTNet: a hybrid CNN-transformer network for UAV-based hyperspectral crop classification in precision agriculture. [PDF]
Guo X, Feng Q, Guo F.
europepmc +1 more source

