Fix links in examples.md

JuliaTurkuDataScience · Oct 18, 2023 · 5923b6e · 5923b6e
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diff --git a/README.md b/README.md
@@ -24,7 +24,7 @@ The package development is linked with the following publications/preprints:
 
 ## Method
 
-We implement the [predictor-corrector](https://doi.org/10.1023/A:1016592219341) algorithms with a sufficient convergence and accuracy, including fast Fourier transform technique that gives us high computation speed. Interested readers can also find the [stability](https://doi.org/10.1080/00207160802624331) of the methods and see how to implement the methods for solving [multi-term](https://doi.org/10.1007/s00607-003-0033-3) fractional differential equations.
+We implement the [predictor-corrector](https://doi.org/10.1023/A:1016592219341) algorithms with a sufficient [convergence and accuracy](https://doi.org/10.1023/B:NUMA.0000027736.85078.be), including fast Fourier transform technique that gives us high computation speed. Interested readers can also find the [stability](https://doi.org/10.1080/00207160802624331) of the methods and see how to implement the methods for solving [multi-term](https://doi.org/10.1007/s00607-003-0033-3) fractional differential equations.
 
 Let us suppose the following initial value problem with the Caputo fractional derivative for  $\beta>0$:
 

diff --git a/docs/src/examples.md b/docs/src/examples.md
@@ -5,7 +5,7 @@ using FdeSolver
 using Plots, SpecialFunctions
 ```
 
-## Example 1: [Fractional nonlinear equation]( https://link.springer.com/article/10.1023/B:NUMA.0000027736.85078.be)
+## Example 1: [Fractional nonlinear equation](https://doi.org/10.1023/B:NUMA.0000027736.85078.be)
 
 For `` 0<\beta\leq1 ``  being subject to the initial condition `` y(0)=0 ``, the exact solution is:
 
@@ -156,7 +156,7 @@ savefig("example3.png"); nothing # hide
 
 ## Example 4: Dynamics of interaction of N species microbial communities
 
-The impact of [ecological memory](https://www.biorxiv.org/content/10.1101/2021.09.01.458486v1.abstract) on the dynamics of interacting communities can be quantified by solving fractional form ODE systems.
+The impact of [ecological memory](https://doi.org/10.1371/journal.pcbi.1009396) on the dynamics of interacting communities can be quantified by solving fractional form ODE systems.
 
 ```@example fde
 tSpan = [0, 50];   # time span