Residual magnetization induces pronounced mechanical anisotropy in ultra‐soft magnetorheological elastomers, shaping deformation and actuation even without external magnetic fields. This study introduces a computational‐experimental framework integrating magneto‐mechanical coupling into topology optimization for designing soft magnetic actuators with ...
Carlos Perez‐Garcia +3 more
wiley +1 more source
Application of NMR-based metabolomics and machine learning for non-invasive disease screening in dogs. [PDF]
Finotello R +10 more
europepmc +1 more source
This review highlights the role of self‐assembled monolayers (SAMs) in perovskite solar cells, covering molecular engineering, multifunctional interface regulation, machine learning (ML) accelerated discovery, advanced device architectures, and pathways toward scalable fabrication and commercialization for high‐efficiency and stable single‐junction and
Asmat Ullah, Ying Luo, Stefaan De Wolf
wiley +1 more source
Measuring maternal line selection driven by differential survival in ex situ collections for plant conservation. [PDF]
Sucher R +6 more
europepmc +1 more source
The perspective presents an integrated view of neuromorphic technologies, from device physics to real‐time applicability, while highlighting the necessity of full‐stack co‐optimization. By outlining practical hardware‐level strategies to exploit device behavior and mitigate non‐idealities, it shows pathways for building efficient, scalable, and ...
Kapil Bhardwaj +8 more
wiley +1 more source
Sensor-Based Monitoring of Heart-Rate Responses to Ball Type in 9-11-Year-Old Tennis Players: A Preliminary Bayesian Repeated-Measures Study. [PDF]
Piquer-Piquer A +5 more
europepmc +1 more source
Organic Materials of Tomorrow: Horizons of Artificial Intelligence
This review examines machine learning techniques accelerating the discovery of organic semiconductors by linking molecular structure to properties. Key methods include graph neural networks, generative models, and active learning. Applications to organic photovoltaics demonstrate practical impact.
Harold Mena +3 more
wiley +1 more source
A Comparison of Testing Procedures for Detecting Short- and Long-Term Effects of Biomarkers for Cancer Screening. [PDF]
Roy S, Albert PS, Roy A, Liu D.
europepmc +1 more source
Residual-stream geometry of single-cell foundation models carries incremental gene-regulatory signal across tissues. [PDF]
Kendiukhov I.
europepmc +1 more source
An exact and interpretable test for detecting aging behavior in reliability and survival data. [PDF]
Nafisah IA, Kayid M.
europepmc +1 more source

