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
Archeo-Inspiration from the Cultural History of Glass: Historic Accounts, Anecdotes and Hard Facts as Challenges to Modern Material Science. [PDF]
von Contzen E +3 more
europepmc +1 more source
We develop a data‐driven method to derive the mathematical expressions of the Flory–Huggins interaction parameter χ for the swelling behavior of temperature–responsive hydrogels. Starting from initial assumptions of χ, our workflow combines Bayesian optimization, Flory–Rehner theory, and symbolic regression to generate candidate χ expressions.
Yawen Wang +2 more
wiley +1 more source
The Need for an Interdisciplinary Approach to Health and Care: Improving Transcendental Health through Reframing Thoughts using Cognitive Patterns of Reframing Thoughts in the Holy Qur'an. [PDF]
Tabei SZ, Varzandeh M.
europepmc +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
An alternative view on the ethics of synthetic biology: an Indian Hindu perspective. [PDF]
Paleri VA.
europepmc +1 more source
Determinism and moral agency in <i>4 Ezra</i>. [PDF]
Barker D.
europepmc +1 more source
Julian Huxley and Gustavo Gutierrez: An Analysis of When and How Liberation Theology Can Embrace Transhumanism. [PDF]
Olen-Thomas C.
europepmc +1 more source
Spirituality, self-blame, and trauma symptoms among adolescents waiting for treatment after disclosing sexual abuse. [PDF]
Jouriles EN +6 more
europepmc +1 more source

