diff --git a/examples/cfd/mhd_pino/losses/loss_mhd_modulus.py b/examples/cfd/mhd_pino/losses/loss_mhd_physicsnemo.py
similarity index 100%
rename from examples/cfd/mhd_pino/losses/loss_mhd_modulus.py
rename to examples/cfd/mhd_pino/losses/loss_mhd_physicsnemo.py
diff --git a/examples/cfd/mhd_pino/losses/loss_mhd_vec_pot_modulus.py b/examples/cfd/mhd_pino/losses/loss_mhd_vec_pot_physicsnemo.py
similarity index 100%
rename from examples/cfd/mhd_pino/losses/loss_mhd_vec_pot_modulus.py
rename to examples/cfd/mhd_pino/losses/loss_mhd_vec_pot_physicsnemo.py