A review summarizing AI techniques for protein conformation generation, trajectory modeling, Boltzmann generators, machine learning potentials, and related challenges in scalability and physical consistency.
Uniprot: the universal protein knowledgebase in 2025.Nucleic Acids Research, 53(D1):D609–D617, November
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Learning Structure, Energy, and Dynamics: A Survey of Artificial Intelligence for Protein Dynamics
A review summarizing AI techniques for protein conformation generation, trajectory modeling, Boltzmann generators, machine learning potentials, and related challenges in scalability and physical consistency.