Bridging Nature and Technology: A Perspective on Role of Machine Learning in Bioinspired Ceramics
Advanced Engineering Materials, EarlyView.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
RAPSO: An Integrated PSO with Reinforcement Learning and an Adaptive Weight Strategy for the High-Precision Milling of Elastic Materials. [PDF]
Sensors (Basel)Li Q, Zeng P, Wu Q, Zhang Z.
europepmc +1 more source
Advanced Engineering Materials, EarlyView.Hydrostatic bearings excel in high‐precision applications, but their performance hinges on a continuous external supply. This study evaluates various material combinations for sliding surfaces to mitigate damage during supply failures or misalignment and to discover the most effective materials identified for enhancing the reliability and efficiency of
Michal Michalec +6 more
wiley +1 more source
Experimental investigation and parametric optimization of machinability and surface characteristics in wire EDM of Inconel 718. [PDF]
Sci RepKar S +5 more
europepmc +1 more source
Punch-card machine methods applied to the solution of the torsion problem [PDF]
, 1947 Stefan Bergman
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A Different Perspective on the Solid Lubrication Performance of Black Phosphorous: Friend or Foe?
Advanced Engineering Materials, EarlyView.Researchers investigate black phosphorous (BP) as a standalone solid lubricant coating through ball‐on‐disc linear‐reciprocating sliding experiments in dry conditions. Testing on different metals shows BP doesn't universally reduce friction and wear. However, it achieves 33% friction reduction on rougher iron surfaces and 23% wear reduction on aluminum.
Matteo Vezzelli +5 more
wiley +1 more source
Precision measurement and sustainable assessment in milling of additively manufactured TiC-Ti64-ELI composites. [PDF]
Sci RepRoss NS +7 more
europepmc +1 more source
The Production of sweet-orange oil and a new machine for peeling citrus fruits
, 1916 G. A. Russell
openalex +2 more sources
Energy-Efficient Machining Process Analysis and Optimisation Based on BS EN24T Alloy Steel as Case Studies [PDF]
, 2019 Caires Moreira, Lorena +3 more
core +1 more source