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docs/demos/pinn_forward/poisson.1d.neumanndirichlet.rst
@@ -8,7 +8,7 @@ We will solve a Poisson equation:
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.. math:: \Delta u = 2, \qquad x \in [-1, 1],
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-with the Neumman boundary conditions on the right boundary
+with the Neumann boundary conditions on the right boundary
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.. math:: \left.\dfrac{du}{dx}\right|_{x=1} =4
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