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09/01/2023
Interpretation of High-Dimensional Linear Regression: Effects of Nullspace and Regularization Demonstrated on Battery Data
High-dimensional linear regression is important in many scientific field...
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08/04/2023
Mechanistic Modeling and Analysis of Thermal Radiation in Conventional, Microwave-assisted, and Hybrid Freeze Drying for Biopharmaceutical Manufacturing
In freeze drying, thermal radiation has a significant effect on the dryi...
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02/07/2023
Machine learning benchmarks for the classification of equivalent circuit models from solid-state electrochemical impedance spectra
Analysis of Electrochemical Impedance Spectroscopy (EIS) data for electr...
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06/21/2022
Efficient Numerical Schemes for Multidimensional Population Balance Models
Multidimensional population balance models (PBMs) describe chemical and ...
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11/11/2019