Hybrid modeling of T-shaped partial least squares regression and transfer learning for formulation and manufacturing process development of new drug products
first_published_at:July 14, 2024, midnight / date_published:July 14, 2024
Papers
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14/07/2024 -
by
Keita Yaginuma,
Kensaku Matsunami,
Laure Descamps,
Alexander Ryckaert,
Thomas De Beer
T-shaped partial least squares regression (T-PLSR) is an effective machine learning technique for developing formulations and manufacturing processes for new drug products. Building an accurate T-PLSR model requires experimental data …
