日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:

Physics-Informed Emulation of Systemic Circulation for Fast Parameter Estimation and Uncertainty Quantification

基于物理信息的系统环流仿真用于快速参数估计和不确定性量化

Ryan, William; Taylor-LaPole, Alyssa; Olufsen, Mette; Husmeier, Dirk; Vyshemirskiy, Vladislav

A comparison of Gaussian processes and polynomial chaos emulators in the context of haemodynamic pulse-wave propagation modelling

在血流动力学脉搏波传播建模中,高斯过程与多项式混沌模拟器的比较

Paun, L Mihaela; Colebank, Mitchel J; Husmeier, Dirk

Approximate Bayesian inference in a model for self-generated gradient collective cell movement

基于自生成梯度集体细胞运动模型的近似贝叶斯推断

Devlin, Jon; Borowska, Agnieszka; Husmeier, Dirk; Mackenzie, John

Guidelines for mechanistic modeling and analysis in cardiovascular research

心血管研究中机制建模和分析的指导原则

Colebank, Mitchel J; Oomen, Pim A; Witzenburg, Colleen M; Grosberg, Anna; Beard, Daniel A; Husmeier, Dirk; Olufsen, Mette S; Chesler, Naomi C

Inferring the interaction rules of complex systems with graph neural networks and approximate Bayesian computation

利用图神经网络和近似贝叶斯计算推断复杂系统的交互规则

Gaskell, Jennifer; Campioni, Nazareno; Morales, Juan M; Husmeier, Dirk; Torney, Colin J

Combining rapid antigen testing and syndromic surveillance improves community-based COVID-19 detection in a low-income country

在低收入国家,将快速抗原检测与症状监测相结合,可以提高社区新冠病毒检测率。

Chadwick, Fergus J; Clark, Jessica; Chowdhury, Shayan; Chowdhury, Tasnuva; Pascall, David J; Haddou, Yacob; Andrecka, Joanna; Kundegorski, Mikolaj; Wilkie, Craig; Brum, Eric; Shirin, Tahmina; Alamgir, A S M; Rahman, Mahbubur; Alam, Ahmed Nawsher; Khan, Farzana; Swallow, Ben; Mair, Frances S; Illian, Janine; Trotter, Caroline L; Hill, Davina L; Husmeier, Dirk; Matthiopoulos, Jason; Hampson, Katie; Sania, Ayesha

Inferring spatially varying animal movement characteristics using a hierarchical continuous-time velocity model

利用分层连续时间速度模型推断空间变化的动物运动特征

Paun, Ionut; Husmeier, Dirk; Hopcraft, J Grant C; Masolele, Majaliwa M; Torney, Colin J

Sensitivity analysis and inverse uncertainty quantification for the left ventricular passive mechanics

左心室被动力学的敏感性分析和逆不确定性量化

Lazarus, Alan; Dalton, David; Husmeier, Dirk; Gao, Hao

Bayesian optimisation for efficient parameter inference in a cardiac mechanics model of the left ventricle

贝叶斯优化在左心室心脏力学模型中实现高效参数推断

Borowska, Agnieszka; Gao, Hao; Lazarus, Alan; Husmeier, Dirk

A hierarchical machine learning framework for the analysis of large scale animal movement data.

用于分析大规模动物运动数据的分层机器学习框架

Torney Colin J, Morales Juan M, Husmeier Dirk