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
Effects of a Pre-Dialysis Breathing and Exercise Program on Quality of Life, Hemodynamic Parameters, and Dialysis Adequacy in Hemodialysis Patients. [PDF]
Zorlu Görgülügil G +6 more
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
Mediterranean Diet and Micronutrient Adequacy in Relation to Relapsing-Remitting Multiple Sclerosis Risk: A Case-Control Study. [PDF]
Ahmadi-Khorram M +7 more
europepmc +1 more source
A novel workflow for investigating hydride vapor phase epitaxy for GaN bulk crystal growth is proposed. It combines Design of experiments (DoE) with physical simulations of mass transport and crystal growth kinetics, serving as an intermediate step between DoE and experiments.
J. Tomkovič +7 more
wiley +1 more source
Achieving ≥70% of energy requirements during early enteral nutrition and short-term inflammatory-metabolic profiles in critically ill patients with sepsis: a prospective cohort study. [PDF]
Toğuç H, Altuntaş AM, Çavdar M.
europepmc +1 more source
Infrastructure Pricing And Adequacy : Questions For Rural And Regional Australia
2 FOREWORD This paper canvasses issues currently being researched under a grant from the Rural Industries Research and Development Corporation, supported by the National Farmers Federation, Canberra.
Lim, R K H, Dwyer, Terence
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
Evaluation of the adequacy of care for individuals with diabetes in Brazil: The intersection between gender, race, and socioeconomic profile. [PDF]
Fernandes FCGM, Bezerra RA, Barbosa IR.
europepmc +1 more source
New AI‐Assisted Approach for Expanding the Solution Space: Application to Lattice Structure Design
This work introduces an innovative framework for designing structured materials by ex panding the design space through reparameterization of qualitative variables into continuous structural descriptors. Combined with machine‐learning‐based prediction and multi‐objective optimization, the approach enables the discovery of novel lattice architectures ...
G. H. Gahimbare +5 more
wiley +1 more source

