Machine learning

Apparatuses and Methods for Facilitating Solutions to Optimization Problems via Modeling through Natural Language Processing and Machine Learning

We propose a new approach to capture and interpret high-level optimization intents from users using natural language such as plain English. Such interpretation aims to obtain a complete self-service and hands-free approach, where the user can specify …

Machine Learning and Natural Language Processing Enable a Data-Oriented Experimental Design Approach for Producing Biochar and Hydrochar from Biomass

Carbon Functional Materials (CFMs) such as biochar and hydrochar can be obtained from hundreds of biomass precursors varying from urban sludge to agriculture wastes. They can be produced through tens of synthesis methods and post-synthesis processing …