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
Electrospun Integrated Janus Nanofibers for Asynchronous Delivery of Finasteride and Tibetan Medicine. [PDF]
Wang Q, Chen T, Dou H, Yu DG.
europepmc +1 more source
PASTA‐ELN: Simplifying Research Data Management for Experimental Materials Science
Research data management faces ongoing hurdles as many ELNs remain complex and restrictive. PASTA‐ELN offers an open‐source, cross‐platform solution that prioritizes simplicity, offline access, and user control. Its in tuitive folder structure, modular Python add‐ons, and open formats enable seamless documentation, FAIR data practices, and easy ...
S. Brinckmann, G. Winkens, R. Schwaiger
wiley +1 more source
Evaluating Harm Reduction Advice From Large Language Models. [PDF]
Choo K, Smith N, Ward B, Lundin RM.
europepmc +1 more source
Current Status and Challenges in Data Collection for Aerospace Coatings Deposited by Plasma Spraying
An innovative approach has been integrated into the GRENAT project to optimize plasma spraying and coating performance. Raw materials are accelerated and melted in the plasma generated by torches, creating coatings. Monitoring sensors collect process data which are combined with ex situ characterization data.
Lila Randriamananjara +8 more
wiley +1 more source
Additive-free and brine-discharge-free solar-thermal desalination with simultaneous complete mineral mining from ocean water. [PDF]
Tang L, Singh SC, Wei R, Xu T, Guo C.
europepmc +1 more source
Low‐voltage FIB‐SEM tomography combined with a image preprocessing pipeline improves phase contrast and enables reliable machine‐learning segmentation of conductive networks in lithium‐ion battery electrodes. Structural descriptors are extracted from segmented images, done semimanually and automated, and compared.
Lisa Beran +6 more
wiley +1 more source
Semi-Solid Flow Batteries: Fundamentals, Recent Advances, and Future Perspectives. [PDF]
Deng C +5 more
europepmc +1 more source
The Final Report of the Substance Abuse Treatment Standards Task Force [2001?]
"Approved by the Governor's Substance Abuse Prevention Council, November 30, 2001."The Final Report of the Substance Abuse Treatment Standards Task Force -- Introduction -- No Single Approach Will Work for Everyone -- Defining and Redefining Expectations
Kansas Substance Abuse Treatment Standards Task Force
core
A Practical Noise2Noise Denoising Pipeline for High‐Throughput Raman Spectroscopy
A lightweight and reproducible denoising pipeline for high‐throughput Raman spectroscopy is introduced, based on a 1D convolutional autoencoder trained with a Noise2Noise strategy. Using only repeated short‐exposure acquisitions, the method suppresses stochastic noise without reference spectra, enabling reliable spectral reconstruction while preserving
David Martin‐Calle +5 more
wiley +1 more source

