Add category Universal Potentials

[Irratzo]

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Category details:

• Category ID: uip
• Category Title: Universal Potentials
• Description: Machine-learned interatomic potentials (ML-IAP) that have been trained on large, chemically and structural diverse datasets. For materials, datasets that include a majority of the periodic table.
• Category Subtitle:

Additional context:

Since ca. 2023, universal potentials start to appear. Some have already beend added here. Initial examples include M3GNet, CHGNet, MACE-MP0 and others.

Care should be taken to sharpen the definition.

Possible overlaps, future conflicts with related concepts. Foundation models, multi-modal and multi-target learning models and frameworks.