A combined experimental–computational framework identifies energy‐dependent laser absorptivity for NiTi in laser powder‐bed fusion, applicable to conduction and transition modes. Single‐track experiments and thermofluid smoothed particle hydrodynamics simulations are coupled through inverse analysis of melt pool geometry.
Mohamadreza Afrasiabi +3 more
wiley +1 more source
Theoretical Research of a Transcritical Refrigeration System of CO<sub>2</sub> Coupled with Liquid Desiccant Dehumidification Cycle Using Exergy Analysis Method. [PDF]
Liang X, Liu Y, Feng Q, Su Y, Li Y.
europepmc +1 more source
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 +4 more
wiley +1 more source
Spectroscopy of heat transport and violation of the Wiedemann-Franz law in GaAs hydrodynamic mesoscopic channel. [PDF]
Pusep YA +7 more
europepmc +1 more source
Comparison of Triply Periodic Minimal Surface Energy Absorbers Under Uniaxial Compressive Loading
This study investigates LCD 3D printed Triply Periodic Minimal Surface (TPMS) structures as mechanical energy absorbers. By comparing various base designs and layered combinations under uniaxial compression, it identifies that a Diamond‐Gyroid sandwich structure offers superior performance.
Sergej Grednev +2 more
wiley +1 more source
Two-Dimensional Visual Experimental Investigation of Interlayer Effects on Thermal Recovery in Bottom-Water Heavy Oil Reservoirs. [PDF]
Song W +5 more
europepmc +1 more source
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
A needle-free bubble injector enabling depth-controlled isotropic and anisotropic perforation using electrically induced bubbles and heat generated by electric discharge. [PDF]
Aokusa Y +5 more
europepmc +1 more source
Method for estimating the energy efficiency ratio of mixed system air conditioners and heat pumps
Piotr A Domanski, Byoung Soon Kim
openaire +1 more source

