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03/22/2023
Efficient hybrid modeling and sorption model discovery for non-linear advection-diffusion-sorption systems: A systematic scientific machine learning approach
This study presents a systematic machine learning approach for creating ...
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09/19/2022
A nested loop for simultaneous model topology screening, parameters estimation, and identification of the optimal number of experiments: Application to a Simulated Moving Bed u
Simulated Moving Bed (SMB) chromatography is a well-known technique for ...
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09/13/2022
A Robust Scientific Machine Learning for Optimization: A Novel Robustness Theorem
Scientific machine learning (SciML) is a field of increasing interest in...
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09/13/2022