A novel machine learning approach classifies macrophage phenotypes with up to 98% accuracy using only nuclear morphology from DAPI‐stained images. Bypassing traditional surface markers, the method proves robust even on complex textured biomaterial surfaces. It offers a simpler, faster alternative for studying macrophage behavior in various experimental
Oleh Mezhenskyi +5 more
wiley +1 more source
Prescribed burning for boreal forest restoration: Evaluating challenges and conservation outcomes. [PDF]
Ramberg E +4 more
europepmc +1 more source
Comparison of water-use characteristics of tropical tree saplings with implications for forest restoration. [PDF]
Andriyas T, Leksungnoen N, Tor-Ngern P.
europepmc +1 more source
Evolution of Physical Intelligence Across Scales
By following the evolution of physical intelligence across scales, this article shows how intelligence arises from materials, structures, physical interactions, and collectives. It establishes physical intelligence as the evolutionary foundation upon which embodied intelligence is built.
Ke Liu +7 more
wiley +1 more source
Effects of sand fixation forest restoration on soil water infiltration capacity in Mu Us Sandy Land. [PDF]
Xin W +4 more
europepmc +1 more source
Rwanda’s pathway to net zero empowering smallholder farmers and forest restoration
Mugabowindekwe M +20 more
europepmc +1 more source
Seedling recruitment under isolated trees in a tea plantation provides a template for forest restoration in eastern Africa. [PDF]
Ndangalasi HJ +5 more
europepmc +1 more source
An Autonomous Large Language Model‐Agent Framework for Transparent and Local Time Series Forecasting
Architecture of the proposed large language model (LLM)‐based agent framework for autonomous time series forecasting in thermal power generation systems. The framework operates through a vertical pipeline initiated by natural language queries from users, which are processed by the LLM Agent Core powered by Llama.cpp and a ReAct loop with persistent ...
William Gouvêa Buratto +5 more
wiley +1 more source
Temporal and Spatial Effect Distribution on Soil Erosion from Nationwide Forest Restoration Policies in China Revealed by Causal Machine Learning. [PDF]
Liu Z, Zhou Q, Gong M, Qu S.
europepmc +1 more source
We demonstrate the direct‐laser patterning of a gold thin film on polymethyl methacrylate to fabricate a temperature sensor for dentures. The temperature sensor‐embedded smart dentures are evaluated in an oral environment, enabling in‐situ monitoring for elderly healthcare.
Han Ku Nam +7 more
wiley +1 more source

