Posts tagged: machine learning

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Computational Tribology, Tribology News

Selecting materials using machine learning

Corrosion as a phenomenon seems pretty common to us, yet it consume 6.2% GDP of the USA yearly. It is estimated that more than a whooping $270 billion dollars are spent in various ways to tackle corrosion in the USA...
Computational Tribology, General Topics, News, Tribology News

Nanoscale friction on thin films

In nature ‘entities’, either be living or non-living tend to behave differently at different scales by exhibiting different properties. Which play a major role in the way we frame our perspectives and opinions on them. One of the simplest examples...
artificial intelligence in tribology
Computational Tribology, News, Tribology News

Scope of Artificial Intelligence and Machine Learning in Tribology

Introduction to AI and ML Right from mobile phone apps which recommend our favorite music to the most sophisticated autonomous vehicles, every device in today’s times is embedded with artificial intelligence and machine learning. Taking this as an inspiration every...
Image result for machine learning and oil analysis
General Topics, News

Future of Oil Analysis is Linked to Machine Learning

Traditional oil analysis, also called oil condition monitoring (OCM) analyzes samples for abnormal wear, condition of the fluid, and presence of contaminates. The presence of any of these issues indicates that action needs to be taken to correct the problem...
machine learning to generate metallic glass
Computational Tribology, News

Employing machine learning to create wear and corrosion resistant metallic glass

If you combine two or three metals together, you will get an alloy that usually looks and acts like a metal, with its atoms arranged in rigid geometric patterns. But once in a while, under just the right conditions, you...