most citedA Hybrid Science-Guided Machine Learning Approach for Modeling and Optimizing Chemical Processes

175 citations · 175 across the 2 of their papers we have counts for

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cs.LG2024

Applications of Machine Learning to Optimizing Polyolefin Manufacturing

Niket Sharma, Y. A. Liu

This chapter is a preprint from our book by , focusing on leveraging machine learning (ML) in chemical and polyolefin manufacturing optimization. It's crafted for both novices and…

cs.LG2022★ 175 cited

A Hybrid Science-Guided Machine Learning Approach for Modeling and Optimizing Chemical Processes

Niket Sharma, Y. A. Liu

This study presents a broad perspective of hybrid process modeling and optimization combining the scientific knowledge and data analytics in bioprocessing and chemical engineering…