Batch 001: Core parameter alignment

- num_channels/embedding_dim: 128
- num_radial_basis: 8
- force_weight: 10.0
- precision: float64
- hidden_irreps: 128x0e (scalar-only)

Verified with 1 epoch training on H2O dataset.