Multimodal Data‐Driven Microstructure Characterization
A self‐consistent autonomous workflow for EBSP‐based microstructure segmentation by integrating PCA, GMM clustering, and cNMF with information‐theoretic parameter selection, requiring no user input. An optimal ROI size related to characteristic grain size is identified.
Qi Zhang +4 more
wiley +1 more source
Design and implementation of a 6-DoF robot arm control with object detection based on machine learning using mini microcontroller. [PDF]
Almaliki HH, Mazinan AH, Modaresi SM.
europepmc +1 more source
Metric for Automated Detection and Identification of 3D CAD Elements in 3D Scanned Data [PDF]
Bosche, Frederic Nicolas, Haas, Carl
core
Microstructure Evolution of a VMnFeCoNi High‐Entropy Alloy After Synthesis, Swaging, and Annealing
The synthesis and processing (rotary swaging and annealing) of the novel VMnFeCoNi alloy is investigated, alongside the estimation of the grain size effect on hardness. Analysis of a wide grain size range of recrystallized microstructures (12–210 µm) reveals a low annealing twin density.
Aditya Srinivasan Tirunilai +6 more
wiley +1 more source
Artificial Intelligence-Based Automated Assessment of the Four-Chamber View in Fetal Cardiac Ultrasound Videos. [PDF]
Teraya N +15 more
europepmc +1 more source
Tailoring Functional Properties of Ti–Ni–Cu Shape Memory Alloy Thin Films for MEMS Actuators
A comprehensive study of critical parameters required to develop well‐performing Ti–Ni–Cu thin film shape memory alloy microactuators is provided. Materials science and device integration aspects are integrated by addressing structural and physical relationships using complementary characterization techniques as well as a practical fabrication solution
Elaheh Akbarnejad +6 more
wiley +1 more source
Optimizing species identification after antimicrobial pretreatment in Enterobacterales: a prospective cohort study. [PDF]
Kijsinthopchai U +6 more
europepmc +1 more source
DESIGN RELIABILITY CALCULATION OF AUTOMATED CONTROL SYSTEMS FOR SMART GREENHOUSES
D.A. Demichev, V.N. Astapov
openaire +1 more source
A Lightweight Procedural Layer for Hybrid Experimental–Computational Workflows in Materials Science
We unveil a prototype hybrid‐workflow framework that fuses automatedcomputation with hands‐on experiments. Built atop pyiron, a lightweight, parameterized layer translates procedure descriptions into executable manual steps, syncing instrument settings, human interventions, and data capture in real‐time today.
Steffen Brinckmann +8 more
wiley +1 more source
Clinical experience with an online adaptive radiotherapy for prostate cancer: successful treatment time optimization. [PDF]
Malygina H +7 more
europepmc +1 more source

