2024
DOI: 10.1016/j.ces.2023.119415
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Continuous process for CO2 cycloaddition reaction in a fixed bed reactor: Kinetic model of reaction transport

Jianfei Sun,
Kunpeng Yu,
Dan Zhou
et al.
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“…Thus, the urgent need for efficient and economical drug combination screening has prompted the emergence of machine learning (ML) techniques. Over the last few decades, conventional computational methodologies, including kinetic models, , systems biology approaches, biological networks, and mathematical frameworks, , were often constrained by prior knowledge and deemed suitable only for smaller data sets. However, the surge in drug-related data has propelled ML methods to the forefront, offering robust predictive capabilities .…”
Section: Introductionmentioning
confidence: 99%
“…Thus, the urgent need for efficient and economical drug combination screening has prompted the emergence of machine learning (ML) techniques. Over the last few decades, conventional computational methodologies, including kinetic models, , systems biology approaches, biological networks, and mathematical frameworks, , were often constrained by prior knowledge and deemed suitable only for smaller data sets. However, the surge in drug-related data has propelled ML methods to the forefront, offering robust predictive capabilities .…”
Section: Introductionmentioning
confidence: 99%