Advanced Engineering Materials, EarlyView.Despite benefits to storage stability and handleability of aluminum scrap, octadecyl phosphonic acid (ODPA) SAMs reduce the tensile strength of wires produced using friction‐induced recycling. Etching and methyl diphosphonic acid (MDPA) coatings, however, have little effect.
Timothy D. Goller +3 more
wiley +1 more source
A Primer of Data Cleaning in Quantitative Research: Handling Missing Values and Outliers. [PDF]
J Adv NursSharifnia AM +3 more
europepmc +1 more source
A Multi‐Scale Machine Learning Framework for the Inverse Design of High Entropy Alloys
Advanced Engineering Materials, EarlyView.High‐entropy alloys offer vast potential for various applications, including electrocatalysis; however, their compositional complexity challenges conventional screening. We introduce an inverse‐design framework combining two neural networks to determine optimal compositions and reconstruct nanoparticle geometry from targeted properties and conventional
Mikael Takoutsin +14 more
wiley +1 more source
Minimum data cleaning recommendations for infection prevention and control acute care surveillance reporting: A solution for "garbage in, garbage out". [PDF]
Can Commun Dis RepBush K +11 more
europepmc +1 more source
Advanced Engineering Materials, EarlyView.PUF/ENB microcapsules were synthesized based on a sequential factorial design and incorporated into an epoxy matrix. Their anticorrosive action, associated with the self‐healing mechanism, demonstrated that the addition of microcapsules to the coating improved anticorrosive performance compared to pure epoxy coatings, particularly when the encapsulate ...
Vandicleya Alves Moreira +6 more
wiley +1 more source
The effects of mismatched train and test data cleaning pipelines on regression models: lessons for practice. [PDF]
PeerJ Comput SciNevin J, Lees M, Groth P.
europepmc +1 more source
Is it time to stop sweeping data cleaning under the carpet? A novel algorithm for outlier management in growth data. [PDF]
PLoS One, 2020 Woolley CSC +4 more
europepmc +1 more source
Interactive data cleaning of float data
Data cleaning is critical for reliable analysis, but existing tools often rely on opaque machine learning pipelines or require advanced programming skills. Handling continuous float data is still remaining as challenge in data cleaning.
Lee, Sanghyun
core
Enhancing Low‐Temperature Performance of Sodium‐Ion Batteries via Anion‐Solvent Interactions
Advanced Functional Materials, EarlyView.DOL is introduced into electrolytes as a co‐solvent, increasing slat solubility, ion conductivity, and the de‐solvent process, and forming an anion‐rich solvent shell due to its high interaction with anion. With the above virtues, the batteries using this electrolyte exhibit excellent cycling stability at low temperatures. Abstract Sodium‐ion batteries
Cheng Zheng +7 more
wiley +1 more source
Reliability-enhanced data cleaning in biomedical machine learning using inductive conformal prediction. [PDF]
PLoS Comput BiolZhan X, Xu Q, Zheng Y, Lu G, Gevaert O.
europepmc +1 more source