Results 221 to 230 of about 10,945,137 (289)

Machine Learning‐Supported Analysis for Predicting and Visualizing Nonlinear Relationships Between Material Properties in Electroplated Chromium Layers

Advanced Engineering Materials, EarlyView.
This study applies machine learning regression to predict chromium layer thickness in decorative trivalent chromium electroplating, using 441 experiments from laboratory‐scale (1L) and pilot‐scale (14L) setups. Tree‐based models, particularly CatBoost, outperformed linear regression by capturing nonlinear parameter interactions (R2$R^2$ up to 0.77 ...
Christoph Baumer, Christopher Mai, Luca Eisentraut, Andreas Bund, Ricardo Buettner   +4 more
wiley   +1 more source

Analysis of Flow Field Characteristics in a Mechanical Defoaming Device. [PDF]

ACS Omega
Li S, Peng T, Xu S, Qiu Y, Huai Y.
europepmc   +1 more source

Influence of Scan Strategies in Electron Beam Powder Bed Fusion on Solidification, Microstructure, and High‐Temperature Compressive Properties of γ′‐Strengthened Inconel 738LC

Advanced Engineering Materials, EarlyView.
Experiments and thermophysical simulations were conducted to investigate the electron beam powder bed fusion electron beam (PBF‐EB/M) process for the γ′‐strengthened nickel‐based superalloy Inconel 738LC. The results demonstrate the impact of process‐induced microstructural variations on high‐temperature mechanical behavior, providing a basis for ...
Jan Niklas Petenati, Karthik Kumar Banku, Prasanth Bondi, Ivan Zhirnov, Yangyiwei Yang, Gordon Schmidt, Jürgen Christen, Georg Hasemann, Manja Krüger, Bai‐Xiang Xu, Bilal Gökce, Silja‐Katharina Rittinghaus   +11 more
wiley   +1 more source

An approach to flow field prediction over the horizontal axis wind turbine by passive flow control device using CNN-Autoencoder model. [PDF]

Sci Rep
Sedighi H, Abbaskhah A, Akbarzadeh P, Marvi H.   +3 more
europepmc   +1 more source

High‐Resolution Corrosion Fingerprinting of Alloy Libraries via Microdroplet Spectroelectrochemistry

Advanced Engineering Materials, EarlyView.
Ionic‐liquid microdroplet spectroelectrochemistry enables stable, localized electrochemical measurements over extended timescales. By coupling impedance spectroscopy, wetting analysis, finite‐element simulations, and operando Raman spectroscopy, it disentangles geometrical and electrochemical effects, opening new opportunities for rapid corrosion ...
Ekaterina Kurchavova, Oumaïma Gharbi, Mireille Turmine, Vincent Vivier   +3 more
wiley   +1 more source

Online Coupling of Asymmetrical Flow Field-Flow Fractionation with Native Mass Spectrometry for Monoclonal Antibody Characterization. [PDF]

J Am Soc Mass Spectrom
Yan Y, Xing T, Wang S, Li N.
europepmc   +1 more source

Construction of multiphysics coupling equations and study on flow field migration patterns in shallow buried goaf under air leakage conditions. [PDF]

Sci Rep
Pan J, Qiu C, Zhao D, Liu L, Yuan Q.
europepmc   +1 more source

Flow field data of three-dimensional Riemann problems. [PDF]

Data Brief
Hoppe N, Fleischmann N, Biller B, Adami S, Adams NA.   +4 more
europepmc   +1 more source

Research on a noise-suppression super-resolution enhancement module for positron flow field images based on convolution and SwinTransformer structures. [PDF]

Sci Rep
Hui X, Quan L, YiBing X, Ming W, JianTang L.   +4 more
europepmc   +1 more source

Flow-Field Inference for Turbulent Exhale Flow Measurement. [PDF]

Diagnostics (Basel)
Transue S, Lee DK, Choi JS, Choi S, Hong M, Choi MH.   +5 more
europepmc   +1 more source