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