The domain of physics simulations has witnessed formidable strides in recent decades, manifesting an epochal progression that transcends the confines of conventional methodologies. This transformative journey has elevated scientific inquiry to a plane where the discernment of intricate phenomena, spanning the prediction of protein folding patterns to the recreation of the inaugural instants postulating the Big Bang, becomes feasible and remarkably enriched. A pivotal force propelling these advancements is the nascent arena of artificial intelligence (AI), situated at the forefront of this confluence between theoretical exploration and computational innovation.

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