mathLab · ndem0 · Mar 19, 2025 · Mar 19, 2025
diff --git a/docs/source/_rst/_code.rst b/docs/source/_rst/_code.rst
@@ -68,13 +68,13 @@ Solvers
     SolverInterface <solver/solver_interface.rst>
     SingleSolverInterface <solver/single_solver_interface.rst>
     MultiSolverInterface <solver/multi_solver_interface.rst>
-    PINNInterface <solver/physic_informed_solver/pinn_interface.rst>
-    PINN <solver/physic_informed_solver/pinn.rst>
-    GradientPINN <solver/physic_informed_solver/gradient_pinn.rst>
-    CausalPINN <solver/physic_informed_solver/causal_pinn.rst>
-    CompetitivePINN <solver/physic_informed_solver/competitive_pinn.rst>
-    SelfAdaptivePINN <solver/physic_informed_solver/self_adaptive_pinn.rst>
-    RBAPINN <solver/physic_informed_solver/rba_pinn.rst>
+    PINNInterface <solver/physics_informed_solver/pinn_interface.rst>
+    PINN <solver/physics_informed_solver/pinn.rst>
+    GradientPINN <solver/physics_informed_solver/gradient_pinn.rst>
+    CausalPINN <solver/physics_informed_solver/causal_pinn.rst>
+    CompetitivePINN <solver/physics_informed_solver/competitive_pinn.rst>
+    SelfAdaptivePINN <solver/physics_informed_solver/self_adaptive_pinn.rst>
+    RBAPINN <solver/physics_informed_solver/rba_pinn.rst>
     SupervisedSolver <solver/supervised.rst>
     ReducedOrderModelSolver <solver/reduced_order_model.rst>
     GAROM <solver/garom.rst>

diff --git a/...er/physic_informed_solver/causal_pinn.rst → ...r/physics_informed_solver/causal_pinn.rst b/...er/physic_informed_solver/causal_pinn.rst → ...r/physics_informed_solver/causal_pinn.rst
@@ -1,6 +1,6 @@
 CausalPINN
 ==============
-.. currentmodule:: pina.solver.physic_informed_solver.causal_pinn
+.. currentmodule:: pina.solver.physics_informed_solver.causal_pinn
 
 .. autoclass:: CausalPINN
    :members:

diff --git a/...ysic_informed_solver/competitive_pinn.rst → ...sics_informed_solver/competitive_pinn.rst b/...ysic_informed_solver/competitive_pinn.rst → ...sics_informed_solver/competitive_pinn.rst
@@ -1,6 +1,6 @@
 CompetitivePINN
 =================
-.. currentmodule:: pina.solver.physic_informed_solver.competitive_pinn
+.. currentmodule:: pina.solver.physics_informed_solver.competitive_pinn
 
 .. autoclass:: CompetitivePINN
    :members:

diff --git a/.../physic_informed_solver/gradient_pinn.rst → ...physics_informed_solver/gradient_pinn.rst b/.../physic_informed_solver/gradient_pinn.rst → ...physics_informed_solver/gradient_pinn.rst
@@ -1,6 +1,6 @@
 GradientPINN
 ==============
-.. currentmodule:: pina.solver.physic_informed_solver.gradient_pinn
+.. currentmodule:: pina.solver.physics_informed_solver.gradient_pinn
 
 .. autoclass:: GradientPINN
    :members:

diff --git a/...st/solver/physic_informed_solver/pinn.rst → ...t/solver/physics_informed_solver/pinn.rst b/...st/solver/physic_informed_solver/pinn.rst → ...t/solver/physics_informed_solver/pinn.rst
@@ -1,6 +1,6 @@
 PINN
 ======
-.. currentmodule:: pina.solver.physic_informed_solver.pinn
+.. currentmodule:: pina.solver.physics_informed_solver.pinn
 
 .. autoclass:: PINN
    :members:

diff --git a/...physic_informed_solver/pinn_interface.rst → ...hysics_informed_solver/pinn_interface.rst b/...physic_informed_solver/pinn_interface.rst → ...hysics_informed_solver/pinn_interface.rst
@@ -1,6 +1,6 @@
 PINNInterface
 =================
-.. currentmodule:: pina.solver.physic_informed_solver.pinn_interface
+.. currentmodule:: pina.solver.physics_informed_solver.pinn_interface
 
 .. autoclass:: PINNInterface
    :members:

diff --git a/...olver/physic_informed_solver/rba_pinn.rst → ...lver/physics_informed_solver/rba_pinn.rst b/...olver/physic_informed_solver/rba_pinn.rst → ...lver/physics_informed_solver/rba_pinn.rst
@@ -1,6 +1,6 @@
 RBAPINN
 ========
-.. currentmodule:: pina.solver.physic_informed_solver.rba_pinn
+.. currentmodule:: pina.solver.physics_informed_solver.rba_pinn
 
 .. autoclass:: RBAPINN
    :members:

diff --git a/...ic_informed_solver/self_adaptive_pinn.rst → ...cs_informed_solver/self_adaptive_pinn.rst b/...ic_informed_solver/self_adaptive_pinn.rst → ...cs_informed_solver/self_adaptive_pinn.rst
@@ -1,6 +1,6 @@
 SelfAdaptivePINN
 ==================
-.. currentmodule:: pina.solver.physic_informed_solver.self_adaptive_pinn
+.. currentmodule:: pina.solver.physics_informed_solver.self_adaptive_pinn
 
 .. autoclass:: SelfAdaptivePINN
    :members:

diff --git a/pina/solver/__init__.py b/pina/solver/__init__.py
@@ -17,7 +17,7 @@
 ]
 
 from .solver import SolverInterface, SingleSolverInterface, MultiSolverInterface
-from .physic_informed_solver import *
+from .physics_informed_solver import *
 from .supervised import SupervisedSolver
 from .reduced_order_model import ReducedOrderModelSolver
 from .garom import GAROM
diff --git a/...solver/physic_informed_solver/__init__.py → ...olver/physics_informed_solver/__init__.py b/...solver/physic_informed_solver/__init__.py → ...olver/physics_informed_solver/__init__.py
diff --git a/...ver/physic_informed_solver/causal_pinn.py → ...er/physics_informed_solver/causal_pinn.py b/...ver/physic_informed_solver/causal_pinn.py → ...er/physics_informed_solver/causal_pinn.py
diff --git a/...hysic_informed_solver/competitive_pinn.py → ...ysics_informed_solver/competitive_pinn.py b/...hysic_informed_solver/competitive_pinn.py → ...ysics_informed_solver/competitive_pinn.py
diff --git a/...r/physic_informed_solver/gradient_pinn.py → .../physics_informed_solver/gradient_pinn.py b/...r/physic_informed_solver/gradient_pinn.py → .../physics_informed_solver/gradient_pinn.py
diff --git a/pina/solver/physic_informed_solver/pinn.py → pina/solver/physics_informed_solver/pinn.py b/pina/solver/physic_informed_solver/pinn.py → pina/solver/physics_informed_solver/pinn.py
diff --git a/.../physic_informed_solver/pinn_interface.py → ...physics_informed_solver/pinn_interface.py b/.../physic_informed_solver/pinn_interface.py → ...physics_informed_solver/pinn_interface.py
diff --git a/...solver/physic_informed_solver/rba_pinn.py → ...olver/physics_informed_solver/rba_pinn.py b/...solver/physic_informed_solver/rba_pinn.py → ...olver/physics_informed_solver/rba_pinn.py
diff --git a/...sic_informed_solver/self_adaptive_pinn.py → ...ics_informed_solver/self_adaptive_pinn.py b/...sic_informed_solver/self_adaptive_pinn.py → ...ics_informed_solver/self_adaptive_pinn.py
diff --git a/pina/solvers/pinns/__init__.py b/pina/solvers/pinns/__init__.py
@@ -2,7 +2,7 @@
 
 import warnings
 
-from ...solver.physic_informed_solver import *
+from ...solver.physics_informed_solver import *
 from ...utils import custom_warning_format
 
 # back-compatibility 0.1
@@ -12,6 +12,6 @@
 warnings.warn(
     "'pina.solvers.pinns' is deprecated and will be removed "
     "in future versions. Please use "
-    "'pina.solver.physic_informed_solver' instead.",
+    "'pina.solver.physics_informed_solver' instead.",
     DeprecationWarning,
 )