formalizing fields.

[cmhamel]

No description provided.

[codecov]

Codecov Report

Attention: Patch coverage is 48.71795% with 60 lines in your changes missing coverage. Please review.

Project coverage is 66.43%. Comparing base (3b20333) to head (6036b68).
Report is 3 commits behind head on main.

Files with missing lines	Patch %	Lines
pancax/networks/fields.py	40.00%	15 Missing ⚠️
pancax/physics_kernels/base.py	31.81%	15 Missing ⚠️
pancax/optimizers/adam.py	0.00%	10 Missing ⚠️
pancax/loss_functions/weak_form_loss_functions.py	38.46%	8 Missing ⚠️
pancax/networks/field_physics_pair.py	25.00%	6 Missing ⚠️
pancax/physics_kernels/beer_lambert_law.py	72.72%	3 Missing ⚠️
pancax/problems/forward_problem.py	75.00%	2 Missing ⚠️
pancax/networks/mlp.py	90.00%	1 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main      #41      +/-   ##
==========================================
- Coverage   66.60%   66.43%   -0.17%     
==========================================
  Files          83       85       +2     
  Lines        3509     3593      +84     
==========================================
+ Hits         2337     2387      +50     
- Misses       1172     1206      +34     

Flag	Coverage Δ
unittests	66.43% <48.71%> (-0.17%)	⬇️

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