Add EScAIP Model

[EricZQu]

Hey maintainers,

Thanks for all the awesome work on this benchmark! I’m submitting our new model with this PR. Let me know if anything else is needed.

[janosh]

thanks a lot @EricZQu for submitting EScAIP! could you also share

• the test script you used to generate the energy predictions and relaxed structures
• the EScAIP-relaxed WBM structures
• which model variant was used to generate these predictions (number of trainable parameters, any other important hyperparams worth sharing?)

[CompRhys]

labelling the model OSCD [Open source, closed data] is incompatible with it just being trained on MPtrj below

[janosh]

good catch, this was a copy paste error on my part (i remember copying this from MACE-MPA-0). will add a test to catch this in future. probably each dataset in training-sets.yml should have an openness key as well