Feature selection combined with machine learning and high‐throughput experimentation enables efficient handling of high‐dimensional datasets in emerging photovoltaics. This approach accelerates material discovery, improves process optimization, and strengthens stability prediction, while overcoming challenges in data quality and model scalability to ...
Jiyun Zhang +5 more
wiley +1 more source
Impacts of mechanized farmland transformation on ecological landscape patterns in hilly regions of Zhong County, China. [PDF]
Xv X, Ren J, Ming Y.
europepmc +1 more source
Fighting Forest Fires With Mechanical Equipment [PDF]
openaire +1 more source
Combining machine learning and probabilistic statistical learning is a powerful way to discover and design new materials. A variety of machine learning approaches can be used to identify promising candidates for target applications, and causal inference can help identify potential ways to make them a reality.
Jonathan Y. C. Ting, Amanda S. Barnard
wiley +1 more source
The Morphometry of Male Genitalia as a Reliable Tool for Identifying Forest Pests <i>Dendrolimus sibiricus</i>, <i>D. pini</i> (Lepidoptera: Lasiocampidae), and Their Hybrids in Eurasia. [PDF]
Ryazanova MA +9 more
europepmc +1 more source
Exosomes are emerging as powerful biomarkers for disease diagnosis and monitoring. This review highlights the integration of surface‐enhanced Raman spectroscopy with artificial intelligence to enhance molecular fingerprinting of exosomes. Machine learning and deep learning techniques improve spectral interpretation, enabling accurate classification of ...
Munevver Akdeniz +2 more
wiley +1 more source
Effect of Climate Change on Food Industry Supply Chain Resilience in China on the Basis of Double Machine Learning Models. [PDF]
Jin S, Liu D, Huang L.
europepmc +1 more source
Emission-Photosynthesis Imbalance and Climate Change:Forest Land under Intensified Uncertainty and Expected Utility Maximization [PDF]
This paper introduces photosynthesis into the motion-equation of the atmospheric stock of carbon-dioxide as a counterpart endogenous factor to emissions of this principal greenhouse gas from lands occupied by humans.
Amnon Levy
core
Toward Environmentally Friendly Hydrogel‐Based Flexible Intelligent Sensor Systems
This review summarizes environmentally and biologically friendly hydrogel‐based flexible sensor systems focusing on physical, chemical, and physiological sensors. Furthermore, device concepts moving forward for the practical application are discussed about wireless integration, the interface between hydrogel and dry electronics, automatic data analysis
Sudipta Kumar Sarkar, Kuniharu Takei
wiley +1 more source
Machine learning-assisted Raman spectroscopy for non-destructive analysis of crude palm oil quality. [PDF]
Adade SYS +8 more
europepmc +1 more source

