Mathew Stephen Roshan on Muck Rack

Mathew Stephen Roshan

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Articles

Recent Applications for Machine Learning Models in Researching Petroleum Product Additives

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By Raj SHAH, Andreas Rosenkranz, Mathew Stephen Roshan
| Wiley Online Library Verified
1 Introduction Despite their widespread use and critical role in modern infrastructure, petroleum-based systems remain difficult to optimize in a systematic and sustainable manner. Oils used in lubricants to reduce friction and wear, as well as binders employed in asphalt to control viscoelastic behavior, are typically formulated with complex additive packages to achieve the required functional performance [1-5].
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