Update README.md

ImperialCollegeLondon · Jan 17, 2025 · 556d360 · 556d360
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@@ -36,6 +36,6 @@ Alternatively, contact Sajjad Foroughi:
 
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 For more in-depth understanding of the pnextract code, users can refer to following papers related to this topic, which may provide additional insights:
-- [Pore-network extraction from micro-computerized-tomography images](https://doi.org/10.1103/PhysRevE.80.036307)
+- [Pore-network extraction from micro-computerized-tomography images](doi.org/10.1103/PhysRevE.80.036307)
 
-- [Generalized network modeling: Network extraction as a coarse-scale discretization of the void space of porous media](https://https://en.wikipedia.org/wiki/Publication) 
+- [Generalized network modeling: Network extraction as a coarse-scale discretization of the void space of porous media](doi.org/10.1103/PhysRevE.96.013312)