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
Technical Note on Cemented Femoral Fixation in Hip Arthroplasty in Elderly Patients: A Preferred Alternative to Uncemented Fixation. [PDF]
Ko HS, Kweon SH.
europepmc +1 more source
Current Standards of Monitoring Models in Healthcare Settings
AI/ML‐enabled medical devices are entering clinical practice faster than monitoring standards mature. This review highlights gaps in postmarket surveillance, limited use of predetermined change‐control plans, and the need for ongoing performance tracking, drift detection, explainability, and workflow‐aware governance to support safer, more reliable ...
Alan Kay +5 more
wiley +1 more source
The cemented stem in hip arthroplasty - state of the art technique and recommendations. [PDF]
Giebel G, Hardt S, Perka C, Ascherl R.
europepmc +1 more source
Large Language Model‐Based Chatbots in Higher Education
The use of large language models (LLMs) in higher education can facilitate personalized learning experiences, advance asynchronized learning, and support instructors, students, and researchers across diverse fields. The development of regulations and guidelines that address ethical and legal issues is essential to ensure safe and responsible adaptation
Defne Yigci +4 more
wiley +1 more source
Design of Sucker Rod Centralizer Distribution in High-Curvature Wells Based on Load Control
Centralizers can effectively alleviate the eccentric wear between sucker rod and tubing string in high-curvature wells. However, excessive centralizers may increase the downward resistance of sucker rod, thereby reducing oil recovery efficiency.
Lü Fengxia +5 more
doaj
Centralizers of Nilpotent Elements in Basic Classical Lie Superalgebras in Good Characteristic. [PDF]
Han L.
europepmc +1 more source
From Swarm to Individual: Emergent Individuality in Light‐Mediated Robot Collectives
Can individuality emerge from a swarm? Using nominally homogeneous phototactic robots, we show that collective light conditions reorganize robot‐level behavioral profiles. Global illumination amplifies persistent differences in state occupancy, while robot‐mounted local light cues reduce fixed differentiation and favor transient high‐switching profiles.
John Smith +4 more
wiley +1 more source
Advances in HD-EMG interfaces and spatial algorithms for upper limb prosthetic control. [PDF]
Quadrelli D +5 more
europepmc +1 more source
Temporal subsidence patterns of cemented polished taper-slip stems: a systematic review. [PDF]
Baryeh K, Mendis J, Sochart DH.
europepmc +1 more source

