Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

Pharmacokinetic Models: Overview01:20

Pharmacokinetic Models: Overview

545
Pharmacokinetic models utilize mathematical analysis to achieve a detailed quantitative understanding of a drug's life cycle within the body. They are instrumental in simulating a drug's pharmacokinetic parameters, predicting drug concentrations over time, optimizing dosage regimens, linking concentrations with pharmacologic activity, and estimating potential toxicity.
There are three primary types of models: empirical, compartment, and physiological. Empirical models, with minimal...
545
Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving01:29

Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving

38
Mechanistic models play a crucial role in algorithms for numerical problem-solving, particularly in nonlinear mixed effects modeling (NMEM). These models aim to minimize specific objective functions by evaluating various parameter estimates, leading to the development of systematic algorithms. In some cases, linearization techniques approximate the model using linear equations.
In individual population analyses, different algorithms are employed, such as Cauchy's method, which uses a...
38

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

Modeling Highlights the Challenge of Achieving and Maintaining Hepatitis C Virus Micro-Elimination Among People Who Inject Drugs.

Open forum infectious diseases·2026
Same author

Modeling in vitro cell-to-cell spread of hepatitis C viral infection using an agent-based approach.

bioRxiv : the preprint server for biology·2026
Same author

Uncertainty Aware Decision Support with Computationally Expensive Simulation Models: A Case Study of HIV Intervention Scenarios.

medRxiv : the preprint server for health sciences·2026
Same author

Understanding social context in HIV and drug use via community-informed computational modeling: SILOS study protocol.

Frontiers in public health·2025
Same author

A Portfolio Approach to Massively Parallel Bayesian Optimization.

The journal of artificial intelligence research·2025
Same author

Modeling of hepatitis B virus infection spread in primary human hepatocytes.

Journal of virology·2025
查看所有相关文章

相关实验视频

Updated: May 26, 2025

Integrating Remote Sensing with Species Distribution Models; Mapping Tamarisk Invasions Using the Software for Assisted Habitat Modeling SAHM
12:26

Integrating Remote Sensing with Species Distribution Models; Mapping Tamarisk Invasions Using the Software for Assisted Habitat Modeling SAHM

Published on: October 11, 2016

13.2K

使用Python开发基于分布式代理的建模工具包的经验.

Nicholson T Collier1, Jonathan Ozik1, Eric R Tatara1

  • 1Decision and Infrastructure Sciences, Argonne National Laboratory, Lemont, IL USA.

Proceedings of PYHPC 2020 : 9th Workshop on Python for High-Performance and Scientific Computing. Workshop on Python for High-Performance and Scientific Computing (9th : 2020 : Online)
|February 24, 2025
PubMed
概括
此摘要是机器生成的。

我们开发了Repast4Py,这是一个基于Python的工具包,用于在高性能计算 (HPC) 资源上进行分布式代理式建模 (ABM). 该工具包旨在简化复杂系统模型的创建,以便更广泛地采用科学方法.

关键词:
基于代理的建模.这是计算机模拟的计算机模拟.高性能计算是指高性能计算.平行处理是平行处理.

更多相关视频

Author Spotlight: Advancing Biotherapeutic Mass Calculation by Introducing mAbScale, a Python-Based Desktop Application
04:24

Author Spotlight: Advancing Biotherapeutic Mass Calculation by Introducing mAbScale, a Python-Based Desktop Application

Published on: June 16, 2023

1.4K
Author Spotlight: Development of an Automated Camera-Based System for Real-Time Blast Overpressure Monitoring and TBI Risk Assessment in Military Training
06:20

Author Spotlight: Development of an Automated Camera-Based System for Real-Time Blast Overpressure Monitoring and TBI Risk Assessment in Military Training

Published on: December 6, 2024

2.4K

相关实验视频

Last Updated: May 26, 2025

Integrating Remote Sensing with Species Distribution Models; Mapping Tamarisk Invasions Using the Software for Assisted Habitat Modeling SAHM
12:26

Integrating Remote Sensing with Species Distribution Models; Mapping Tamarisk Invasions Using the Software for Assisted Habitat Modeling SAHM

Published on: October 11, 2016

13.2K
Author Spotlight: Advancing Biotherapeutic Mass Calculation by Introducing mAbScale, a Python-Based Desktop Application
04:24

Author Spotlight: Advancing Biotherapeutic Mass Calculation by Introducing mAbScale, a Python-Based Desktop Application

Published on: June 16, 2023

1.4K
Author Spotlight: Development of an Automated Camera-Based System for Real-Time Blast Overpressure Monitoring and TBI Risk Assessment in Military Training
06:20

Author Spotlight: Development of an Automated Camera-Based System for Real-Time Blast Overpressure Monitoring and TBI Risk Assessment in Military Training

Published on: December 6, 2024

2.4K

科学领域:

  • 计算科学 计算科学
  • 复杂系统建模 复杂系统建模
  • 基于代理的建模模型

背景情况:

  • 基于分布式代理的建模 (ABM) 为大型复杂系统提供了先进的模拟功能.
  • 专业知识要求目前限制了分布式ABM的广泛采用.

研究的目的:

  • 介绍Repast4Py的开发,这是一个基于Python的分布式ABM工具包.
  • 根据先前的经验,确定一个用户友好的分布式ABM工具包的关键元素.

主要方法:

  • 为了提高性能,利用Python的C-API,Numba,NumPy和PyTorch.
  • 在开发Repast for High Performance Computing (Repast HPC) 的经验基础上.

主要成果:

  • 已经开发了Repast4Py的初始实现.
  • 该工具包旨在在大型高性能计算 (HPC) 资源上实现可扩展性.

结论:

  • Repast4Py旨在降低分布式ABM开发的进入壁垒.
  • 该工具包有助于利用先进的计算架构进行复杂的系统模拟.