Research graph
References from Automated model discovery based on COVID-19 epidemiological data from Thuringia, Germany. Local targets link to admitted publications; unresolved targets remain external evidence.
A contribution to the mathematical theory of epidemics
10.1098/rspa.1927.0118 · 1927 · External reference
Stochastic SEIR model with jumps
2014 · External reference
Dynamics of a stochastic delayed SIR epidemic model with vaccination and double diseases driven by Lévy jumps
10.1016/j.physa.2017.11.116 · 2018 · External reference
SARS-COV-2: SIR model limitations and predictive constraints
10.3390/sym13040676 · 2021 · External reference
Sparse identification of nonlinear dynamics with control (SINDYc)
2016 · External reference
Mathematical model of SIR epidemic system (COVID-19) with fractional derivative: stability and numerical analysis
10.1186/s13662-020-03192-w · 2021 · External reference
SIMLR: machine learning inside the SIR model for COVID-19 forecasting
10.3390/forecast4010005 · 2022 · External reference
Enhancing COVID-19 prevalence forecasting: a hybrid approach integrating epidemic differential equations and recurrent neural networks
10.3390/appliedmath4020022 · 2024 · External reference
Leveraging dynamics informed neural networks for predictive modeling of COVID-19 spread: a hybrid SEIRV-DNNs approach
10.1038/s41598-025-85440-1 · 2025 · External reference
Mathematical models of Plasmodium vivax transmission: a scoping review
10.1371/journal.pcbi.1011931 · 2024 · External reference
Inferring change points in the spread of COVID-19 reveals the effectiveness of interventions
10.1126/science.abb9789 · 2020 · External reference
Der Beitrag von epidemiologischen Modellen zur Beschreibung des Ausbruchsgeschehens der COVID-19-Pandemie
10.1007/s00103-021-03390-1 · 2021 · External reference
Retrospectively modeling the effects of increased global vaccine sharing on the COVID-19 pandemic
10.1038/s41591-022-02064-y · 2022 · External reference
Forecasting virus outbreaks with social media data via neural ordinary differential equations
10.1038/s41598-023-37118-9 · 2023 · External reference
Evidence-driven spatiotemporal COVID-19 hospitalization prediction with Ising dynamics
10.1038/s41467-023-38756-3 · 2023 · External reference
Observed versus estimated actual trend of COVID-19 case numbers in Cameroon: a data-driven modelling
2023 · External reference
Unresolved reference
2022 · External reference
Unresolved reference
2020 · External reference
DataFrames.jl: flexible and fast tabular data in Julia
10.18637/jss.v107.i04 · 2023 · External reference
Human IgG and IgA responses to COVID-19 mRNA vaccines
10.1371/journal.pone.0249499 · 2021 · External reference
SARS-CoV-2 infection, vaccination, and antibody response trajectories in adults: a cohort study in Catalonia
10.1186/s12916-022-02547-2 · 2022 · External reference
Inferred duration of infectious period of SARS-CoV-2: rapid scoping review and analysis of available evidence for asymptomatic and symptomatic COVID-19 cases
10.1136/bmjopen-2020-039856 · 2020 · External reference
Onset and window of SARS-CoV-2 infectiousness and temporal correlation with symptom onset: a prospective, longitudinal, community cohort study
10.1016/s2213-2600(22)00226-0 · 2022 · External reference
Distributions.jl: definition and modelling of probability distributions in the JuliaStats ecosystem
10.18637/jss.v098.i16 · 2021 · External reference
Unresolved reference
2024 · External reference
DifferentialEquations.jl – a performant and feature-rich ecosystem for solving differential equations in Julia
10.5334/jors.151 · 2017 · External reference
Unresolved reference
External reference
Unresolved reference
External reference
Optim: a mathematical optimization package for Julia
10.21105/joss.00615 · 2018 · External reference
Unresolved reference
2023 · External reference
Unresolved reference
2023 · External reference
Modelling financial time series with S-PLUS
2006 · External reference
Modeling and analysis of dynamical behavior in a fractional-order COVID-19 epidemic model with media coverage: a case study of Malaysia
10.1016/j.aej.2025.06.057 · 2025 · External reference