Renaming
* solvers -> solver * adaptive_functions -> adaptive_function * callbacks -> callback * operators -> operator * pinns -> physics_informed_solver * layers -> block
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Nicola Demo
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@@ -18,7 +18,7 @@ class MIONet(torch.nn.Module):
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.. seealso::
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**Original reference**: Jin, Pengzhan, Shuai Meng, and Lu Lu.
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*MIONet: Learning multiple-input operators via tensor product.*
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*MIONet: Learning multiple-input operator via tensor product.*
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SIAM Journal on Scientific Computing 44.6 (2022): A3490-A351
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DOI: `10.1137/22M1477751
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<https://doi.org/10.1137/22M1477751>`_
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@@ -289,8 +289,8 @@ class DeepONet(MIONet):
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.. seealso::
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**Original reference**: Lu, L., Jin, P., Pang, G. et al. *Learning
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nonlinear operators via DeepONet based on the universal approximation
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theorem of operators*. Nat Mach Intell 3, 218–229 (2021).
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nonlinear operator via DeepONet based on the universal approximation
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theorem of operator*. Nat Mach Intell 3, 218–229 (2021).
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DOI: `10.1038/s42256-021-00302-5
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<https://doi.org/10.1038/s42256-021-00302-5>`_
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