Explaining the Origin of Negative Poisson's Ratio in Amorphous Networks With Machine Learning
This review summarizes how machine learning (ML) breaks the “vicious cycle” in designing auxetic amorphous networks. By transitioning from traditional “black‐box” optimization to an interpretable “AI‐Physics” closed‐loop paradigm, ML is shown to not only discover highly optimized structures—such as all‐convex polygon networks—but also unveil hidden ...
Shengyu Lu, Xiangying Shen
wiley +1 more source
Beyond biomedical interventions: social vaccinology as a framework for vaccination policy and public governance. [PDF]
Tuells J.
europepmc +1 more source
Autonomous X‐Ray Fluorescence Mapping for Nanoscale Chemical Speciation of Fine Particulate Matter
We present X‐AutoMap, an autonomous X‐ray fluorescence mapping framework that integrates real‐time analysis with rule‐based computer vision to selectively target chemically relevant regions. By avoiding background‐dominated areas, the method reduces acquisition time by fourfold while enabling accurate particle‐level speciation.
Carlos Deleon +3 more
wiley +1 more source
Legal Transitions without Legitimate Expectations* [PDF]
openaire +3 more sources
European Community Law and the Doctrine of Legitimate Expectations: How Legitimate, and for Whom
This article aims to provide a fairly succinct, practical analysis of the way in which the Court of Justice of the European Communities (the supreme court for all questions of interpretation arising under the EEC, ECSC and Euratom Treaties) has ...
Sharpston, Eleanor
core
In Situ Contact Angle Measurement for Autonomous Spin Coating in Self‐Driving Labs
A vision‐based add‐on transforms commercial spin coaters into autonomous modules of Self‐Driving Labs. Combining a width‐scaled U‐Net with classical geometric analysis, the system simultaneously measures contact angles and estimates substrate pose using a single camera.
Sven Fischer, Micha Hiegle, Holger Röhm
wiley +1 more source
Patient removals: a symptom of a changing era for the doctor-patient relationship. [PDF]
Santos P.
europepmc +1 more source
This article reviews the current state of bioinspired soft robotics. The article discusses soft actuators, soft sensors, materials selection, and control methods used in bioinspired soft robotics. It also highlights the challenges and future prospects of this field.
Abhirup Sarker +2 more
wiley +1 more source
The Relationship Between Clinical Nurses' Perceptions of the Power Used by Nursing Managers and Professional Silence Behaviors: An Example From Türkiye. [PDF]
Çelikkanat Ş +2 more
europepmc +1 more source

