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AspenTech (United States)

United States

2 papers here184 citations across 2
fields
  • cs.LG1
  • stat.ME1
ROR 01ngwgb14OpenAlex

affiliations via OpenAlex

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

175 citations

researchers with a paper here
  • C. Croux1 · h 51
  • Niket Sharma1
  • P. Filzmoser1 · h 69
  • R. Maronna1 · h 26
  • Sven Serneels1
  • Y. Liu1
collaborating institutions
  • Ecole des Hautes Etudes Commerciales du NordFR1 paper
  • Statistics AustriaAT1 paper
  • TU WienAT1 paper
  • Universidad Nacional de La PlataAR1 paper
  • Virginia TechUS1 paper
Showing cs.LGShow all

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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…

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