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Homemachine learning

machine learning

Computational Tribology

Nanoscale friction on thin films

22.03.2021 Nikhil Kunapareddy 788 Views

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. […]

artificial intelligence in tribology
Computational Tribology

Scope of Artificial Intelligence and Machine Learning in Tribology

15.02.2021 Nikhil Kunapareddy 927 Views

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 […]

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General Topics

Future of Oil Analysis is Linked to Machine Learning

20.01.2020 tribonet 1,467 Views

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 […]

machine learning to generate metallic glass
Computational Tribology

Employing machine learning to create wear and corrosion resistant metallic glass

23.04.2018 tribonet 1,119 Views

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 […]

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  • Microelectromechanica systems

    Tracking a Sudden Fail of Microelectormechanical Systems

    15.05.2019 144 Views
    What time does it take before the minute parts of microscopic equipment become unusable as a result of deterioration? What warning signals do you need to watch out for that will show that the components [...]
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    Switchable Friction on Graphene

    15.08.2016 271 Views
    Graphene is a unique material in many aspects and has recently been applied in various ways. In tribology, it has been shown to lead to a superlubricity – an ultra low friction state. In laboratory [...]
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    Controlling Wettability and Liquid Repellence on Material Surfaces

    24.02.2020 639 Views
    Industries around the world would welcome new, improved engineered surfaces that included reversibly switching interfacial properties, including the ability to repel liquids and wettability. Wettability is the ability of a liquid to maintain contact with [...]
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    Minimal Quantity Lubrication: Drop on Demand Printing Technique

    20.04.2020 577 Views
    Recent research (https://doi.org/10.1007/s40544-017-0183-5) has shown that about 23% of the world’s total energy consumption comes from the tribological contacts (moving parts subject to friction and wear, such as bearings, gears, etc.). This energy is lost, [...]
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    Serendipitous discovery may lead to eco-friendly lubricant

    15.11.2018 168 Views
    Seed oil components of an ornamental flower could provide a direct pathway for designing a new class of environmentally friendly lubricants. Researchers at the School of Science at IUPUI identified the compound in the seed [...]
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