Models, Data & AI Workgroup Talk - 22/02/2022 -18:00 CET - 5p.m. UK Time.

Models, Data & AI Workgroup Talk - 22/02/2022 -18:00 CET - 5p.m. UK Time.

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...

Continue reading
  209 Hits

Models, Data & AI Workgroup-18/01/2022 -18:00 CET - 5p.m. UK Time.

Models, Data & AI Workgroup-18/01/2022 -18:00 CET - 5p.m. UK Time.

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...

Continue reading
  225 Hits

Models, Data & AI Workgroup-11/01/2022 -18:00 CET - 5p.m. UK Time.

Models, Data & AI Workgroup-11/01/2022 -18:00 CET - 5p.m. UK Time.

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...

Continue reading
  191 Hits

Models, Data & AI Workgroup-14/11/2021 -18:00 CET - 5p.m. UK Time.

Models, Data & AI Workgroup-14/11/2021 -18:00 CET - 5p.m. UK Time.

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...

Continue reading
  304 Hits

Models, Data & AI Workgroup-07/11/2021 -18:00 CET - 5p.m. UK Time.

Models, Data & AI Workgroup-07/11/2021 -18:00 CET - 5p.m. UK Time.

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....

Continue reading
  214 Hits

New Preprint: A rule-based epidemiological framework for modelling and simulation in the context of the covid-19 pandemic

SIRDaODE-SIRD_vs_time-Contact

The Covid-19 Epidemiology Project has a new publication on the archive. The URL is https://arxiv.org/abs/2111.07336 A rule-based epidemiological framework for modelling and simulation in the context of the covid-19 pandemic David Alonso, Steffen Bauer, Markus Kirkilionis, Lisa Maria Kreusser, Luca Sbano Motivated by chemical reaction rules, we intr...

Continue reading
  325 Hits

Models, Data & AI Workgroup-30/11/2021 -18:00 CET - 5p.m. UK Time.

Models, Data & AI Workgroup-30/11/2021 -18:00 CET - 5p.m. UK Time.

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...

Continue reading
  216 Hits

Models, Data & AI Workgroup- 23/11/2021 -18:00 CET - 5p.m. UK Time.

Models, Data & AI Workgroup- 23/11/2021 -18:00 CET - 5p.m. UK Time.

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...

Continue reading
  211 Hits

Models, Data & AI Workgroup- 16/11/2021 -18:00 CET - 5p.m. UK Time.

Models, Data & AI Workgroup- 16/11/2021 -18:00 CET - 5p.m. UK Time.

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...

Continue reading
  210 Hits

Models, Data & AI Workgroup- 09/11/2021 -18:00 CET - 5p.m. UK Time.

Models, Data & AI Workgroup- 09/11/2021 -18:00 CET - 5p.m. UK Time.

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 ...

Continue reading
  250 Hits

Models, Data & AI Workgroup- 02/11/2021 -18:00 CET - 5p.m. UK Time.

Models, Data & AI Workgroup- 02/11/2021 -18:00 CET - 5p.m. UK Time.

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...

Continue reading
  232 Hits

Models, Data & AI Workgroup- 26/10/2021 -18:00 CET - 5p.m. UK Time.

Models, Data & AI Workgroup- 26/10/2021 -18:00 CET - 5p.m. UK Time.

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...

Continue reading
  260 Hits

Models, Data & AI Workgroup- 19/10/2021 -18:00 CET - 5p.m. UK Time.

Models, Data & AI Workgroup- 19/10/2021 -18:00 CET - 5p.m. UK Time.

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...

Continue reading
  254 Hits

Models, Data & AI Workgroup- 12/10/2021 -18:00 CET - 5p.m. UK Time.

Models, Data & AI Workgroup- 12/10/2021 -18:00 CET - 5p.m. UK Time.

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...

Continue reading
  466 Hits

Models, Data & AI Workgroup- 05/10/2021 -18:00 CET - 5p.m. UK Time.

Models, Data & AI Workgroup- 05/10/2021 -18:00 CET - 5p.m. UK Time.

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...

Continue reading
  267 Hits

Models, Data & AI Workgroup- 28/09/2021 -18:00 CET - 5p.m. UK Time.

data_a_20210927-154855_1

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 ...

Continue reading
  283 Hits

Models, Data & AI Workgroup- 28/09/2021 -18:00 CET - 5p.m. UK Time.

data_ai

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 ...

Continue reading
  10 Hits

Covid-19 Project Publications- Presentation & Discussion 09/09/2021

Covid-19 Project Publications- Presentation & Discussion 09/09/2021

Presentation Covid-19 Project Publications today on 09/09/2021, Thursday 17:00 CET (Paris-Berlin-Rome) - 4:00 p.m. GMT (London) We would like to invite you to an end-of-the-year roundtable discussion on the global Covid-19 pandemic. We will invite all the speakers of our Covid-19 initiative speaking this year for a final debate on the state of...

Continue reading
  579 Hits

Covid-19 Project Publications- Presentation & Discussion 09/09/2021

Covid-19 Project Publications- Presentation & Discussion 09/09/2021

Presentation Covid-19 Project Publications on 09/09/2021, Thursday 17:00 CET (Paris-Berlin-Rome) - 4:00 p.m. GMT (London) We would like to invite you to an end-of-the-year roundtable discussion on the global Covid-19 pandemic. We will invite all the speakers of our Covid-19 initiative speaking this year for a final debate on the state of this crisi...

Continue reading
  451 Hits

Programming & Simulation Meeting of the Covid-19 Project - 24/08/2021 -17:00 CET

Programming & Simulation Meeting of the Covid-19 Project - 24/08/2021 -17:00 CET

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...

Continue reading
  447 Hits