Simulation and prediction with evolutionary-scale language models | ARCADIA FyloGraph | FyloGraph

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Simulation and prediction with evolutionary-scale language models — ARCADIA Knowledge Graph

InferenceChain·arcadia

Simulation and prediction with evolutionary-scale language models

This chain explains how evolutionary-scale protein language models enable long-term evolution simulation and atomic-level protein structure prediction.

Confidence

95%

◑provedactivecomplexity: low

Reasoning Steps (3)

Language model simulates 500 million years of evolutionStep 1

Atomic-level structure predicted via language model embeddingsStep 2

UniProt provides foundational protein knowledgebaseStep 3

Source

Synthesis for current paper