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机器学习优化非卡沙行为和瞬态动力学在视网膜异构化模型中的优化

Davinder Singh1, Chern Chuang2, Paul Brumer1

  • 1Center for Quantum Information and Quantum Control and Chemical Physics Theory Group, Department of Chemistry, University of Toronto, Toronto, Ontario M5S 3H6, Canada.

The journal of physical chemistry letters
|December 16, 2024
PubMed
概括

这项研究利用贝叶斯优化优化了在罗多素中对视网膜光异构的最小两态两模式模型. 这种精细的模型准确地预测了实验性的光谱和动态,进步了我们对视觉启动的理解.

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Parameters Affecting Nonlinear Elimination: Zero-Order Input, First-Order Absorption and Two-Compartment Model01:13

Parameters Affecting Nonlinear Elimination: Zero-Order Input, First-Order Absorption and Two-Compartment Model

Drugs administered through various routes can lead to nonlinear elimination, resulting in complex pharmacokinetic behaviors crucial to understanding efficacious drug dosing.
When a drug is administered through a constant intravenous infusion and eliminated via nonlinear pharmacokinetics, it follows zero-order input. For example, oral drugs undergo first-order absorption upon administration and are eliminated through nonlinear pharmacokinetics.
In the case of subcutaneously administered drugs,...
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