Talk: Efficient Scientific Inference Using Stochastic Dynamical SystemsBy Aaron KingAbstract: Questions about the mechanistic operation of biological systems are naturally formulated as stochastic processes, but confronting such models with data can be challenging. In this talk, I describe the essence of the difficulty, hig...
Further discussion on SINDy and alternative model reconstruction methods. Agenda: WelcomeDiscussion Model Selection & Model Reconstruction from Data.Initial Paper Background: This is a workgroup meeting in the areas of mathematical modelling, data analysis, machine learning and artificial intelligence. Current activities: Parame...
Further discussion on SINDy and alternative model reconstruction methods. Agenda: WelcomeLuca Sbano discusses a paper on SINDy applied to SDE. Link: https://001.de.sara-systems.cloud/index.php/s/eHKKTCE2Esq6aaCDiscussion Model Selection & Model Reconstruction from Data.Initial Paper Background: This is a workgroup meeting in the...
Further discussion on SINDy and alternative model reconstruction methods. Agenda: WelcomeDiscussion Model Selection & Model Reconstruction from Data.Initial Paper Background: This is a workgroup meeting in the areas of mathematical modelling, data analysis, machine learning and artificial intelligence. Current activities: Parame...
In this special session we focus the discussion to outline a first group publication process. We need also to discuss which kind of mathematical & other expertise, moreover computational resources are needed for the project to succeed. Agenda: WelcomeDiscussion Model Selection & Model Reconstruction from Data....
In this special session we focus the discussion to outline a first group publication process. We need also to discuss which kind of mathematical & other expertise, moreover computational resources are needed for the project to succeed. Agenda: WelcomeDiscussion SINDy and parameter estimation/model selectionInitial Paper Back...
In this special session we focus the discussion to outline a first group publication process. We need also to discuss which kind of mathematical & other expertise, moreover computational resources are needed for the project to succeed. Agenda: WelcomePaper Review SINDy (presented by Luca Sbano)Initial Paper Backgr...
In this special session we focus the discussion to outline a first group publication process. We need also to discuss which kind of mathematical & other expertise, moreover computational resources are needed for the project to succeed. Agenda: WelcomeGroup Publication StrategyInitial Paper Background: This is a workgroup&nbs...
In this special session we focus the discussion to outline a first group publication process. We need also to discuss which kind of mathematical & other expertise, moreover computational resources are needed for the project to succeed. Agenda: WelcomeGroup Publication Strategy Background: This is a workgroup meeting in ...
Agenda: WelcomeTalk by Vicente JimenezTitle: Distancia-Covid project: towards a predictive model of COVID-19Abstract: The Spanish project "Distancia-Covid" aimed to understand the role of mobility and social contact restrictions on the spread of COVID-19. Here, I present our predictive model focused on Catalonian data. The model takes in...
Agenda: WelcomeDiscussion Book 'Model Selection and Multimodel Inference' by Burnham & Anderson Introduced by Markus Kirkilionis Background: This is a workgroup meeting in the areas of mathematical modelling, data analysis, machine learning and artificial intelligence. Current activities: Parametrisation of epidemiological models, in coope...
Agenda: WelcomeDiscussion with Kevin Korfmann (TUM) Abstract: We aim to give a conceptual overview of an alternative way of doing parameter inference with deep learning, which integrates real data during the inference process rather than training only on simulated data alone, along the line of the paper by Wang et al [1] . We will not be focus...
Agenda: WelcomeConcepts, Mathematical Challenges, SoftwareFurther Discussion Background: This is a workgroup meeting in the areas of mathematical modelling, data analysis, machine learning and artificial intelligence. Current activities: Parametrisation of epidemiological models, in cooperation with the Covid-19 project.Joint publications...
Agenda: WelcomeSteffen Bauer, Numerical Parametrisation Studies.Further Discussion Background: This is a workgroup meeting in the areas of mathematical modelling, data analysis, machine learning and artificial intelligence. Current activities: Parametrisation of epidemiological models, in cooperation with the Covid-19 project.Joint public...
Agenda: WelcomeInitial Discussion Background: This is a workgroup meeting in the areas of mathematical modelling, data analysis, machine learning and artificial intelligence. Current activities: Parametrisation of epidemiological models, in cooperation with the Covid-19 project.Joint publications starting with epidemiological models ...
Agenda: WelcomeInitial Discussion Background: This is a workgroup meeting in the areas of mathematical modelling, data analysis, machine learning and artificial intelligence. Current activities: Parametrisation of epidemiological models, in cooperation with the Covid-19 project.Joint publications starting with epidemiological models ...
Today's Agenda: Welcomersbe_a_1 - last stepsmulti-compartmentFurtherPlanning See also recent posts on this server. Background: This is a programming & simulation meeting of the Covid-19 project. Current activities: We implement and improve a world-wide R-number visualisation application.We write a joint publication on basic mechanisms that...
Agenda: Welcomersbe_a_1 simulationspolicy & politics, opinion formationPlanning See also recent posts on this server. Background: This is a programming & simulation meeting of the Covid-19 project. Current activities: We implement and improve a world-wide R-number visualisation application.We write a joint publication on basic mec...
Agenda: Welcomersbe_a_1 hospitalisationmobilitypolicy & politics, opinion formationPlanning See also recent posts on this server. Background: This is a programming & simulation meeting of the Covid-19 project. Current activities: We implement and improve a world-wide R-number visualisation application.We write a joint publication ...
Agenda: Welcomersbe_a_1 - Especially Vaccinations, Mutations.Planning See also recent posts on this server. Background: This is a programming & simulation meeting of the Covid-19 project. Current activities: We implement and improve a world-wide R-number visualisation application.We write a joint publication on basic mechanisms that can be inco...
