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A predictive design, utilizing Sophisticated machine learning techniques with multi-aspect multi-model ensemble and dynamic smoothing plan, is developed. The applicability in the framework is that it's going to take into consideration machining parameters, like depth of cut, cutting speed and feed rate, as inputs into your product, So building The