Protein Data Bank
PulseAugur coverage of Protein Data Bank — every cluster mentioning Protein Data Bank across labs, papers, and developer communities, ranked by signal.
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AI for science needs reasoning, not just data, says MIT Tech Review
While AI has shown promise in accelerating scientific discovery, exemplified by Google DeepMind's AlphaFold, its limitations suggest a need for a different approach. AlphaFold's success was heavily reliant on extensive,…
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AlphaFold2 weights reveal hidden protein folding landscapes, study finds
A new study proposes that the parameters within AlphaFold2, a protein structure prediction model, not only convert sequence to structure but also encode complex protein conformational landscapes. Researchers found that …
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New PETIMOT framework infers protein motions using SE(3)-equivariant GNNs
Researchers have developed PETIMOT, a novel framework for inferring protein motions from limited experimental data. This method utilizes SE(3)-equivariant graph neural networks and transfer learning from pre-trained pro…
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AI Help Desk uses RAG and GPT-4.1-mini for protein structure deposition support
Researchers have developed an AI-powered Help Desk system to assist structural biologists with depositing macromolecular structures into the Protein Data Bank (PDB). The system utilizes Retrieval-Augmented Generation (R…
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New benchmark reveals LLMs struggle with precise code debugging
Researchers have introduced the Precise Debugging Benchmark (PDB) framework to evaluate the debugging capabilities of large language models. The framework converts existing coding datasets into debugging benchmarks, aut…