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closes #2214 Fix batch-dimension slicing in `physicsnemo_fdm_swe_nonlin` PDE residuals for `batchsize=1` - #2233

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closes #2214 Fix batch-dimension slicing in `physicsnemo_fdm_swe_nonlin` PDE residuals for `batchsize=1`#2233
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Commits on Nov 5, 2026
- "Fix batch slicing in physicsnemo_fdm_swe_nonlin PDE residuals
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  46be4ce
- Fixed batch-dimension slicing in `physicsnemo_fdm_swe_nonlin` PDE residuals in the shallow water example, which caused `loss_pde` to be `NaN` for `batchsize=1`
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  0a352e3