Bridging Nature and Technology: A Perspective on Role of Machine Learning in Bioinspired Ceramics
Machine learning (ML) is revolutionizing the development of bioinspired ceramics. This article investigates how ML can be used to design new ceramic materials with exceptional performance, inspired by the structures found in nature. The research highlights how ML can predict material properties, optimize designs, and create advanced models to unlock a ...
Hamidreza Yazdani Sarvestani+2 more
wiley +1 more source
Special issue: "Metamaterials and Plasmonics in Asia". [PDF]
Xiao S+4 more
europepmc +1 more source
The study presents an efficient simulation approach for the polymer laser powder bed fusion process polymers process, validated with polyamide 12, polyamide 6, and polyetherketoneketone. It shows that inter layer time affects part density, with 90s yielding dense parts.
Claas Bierwisch+4 more
wiley +1 more source
Spectroscopic Study of Methylene Blue Interaction with Coenzymes and its Effect on Tumor Metabolism. [PDF]
Pominova DV+4 more
europepmc +1 more source
Temporal power modulation increases weld depth in high‐power laser beam welding of dissimilar round bars by nearly 20% compared to same average continuously welded welding power. The mechanism of action also applies to sheet welding and depends on the inertia of keyhole depth for the modulated laser beam power.
Jan Grajczak+7 more
wiley +1 more source
Analytical and empirical correlation between magnetic domain wall creep behavior and fundamental magnetic properties. [PDF]
Kim DY, Hu F, Lee SH, Yang H, Choe SB.
europepmc +1 more source
Simulation of Inhomogeneous Refractive Index Fields Induced by Hot Tailored Forming Components
This article presents a simulation model for simulating inhomogeneous refractive index fields (IRIF) in hot‐forged components, accounting for thermal influences and complex geometries. Through this simulation, a priori knowledge about the propagation of the IRIF can be obtained, allowing for the positioning of the component or an optical measurement ...
Pascal Kern+3 more
wiley +1 more source
Scientific Machine Learning for Guided Wave and Surface Acoustic Wave (SAW) Propagation: PgNN, PeNN, PINN, and Neural Operator. [PDF]
Mehtaj N, Banerjee S.
europepmc +1 more source
Correction: Transition Metal Carbonitride MXenes Anchored with Pt Sub-nanometer Clusters to Achieve High-Performance Hydrogen Evolution Reaction at All pH Range. [PDF]
Lei Z+20 more
europepmc +1 more source
Response estimation and system identification of dynamical systems via physics-informed neural networks. [PDF]
Haywood-Alexander M+3 more
europepmc +1 more source