CrossDocked2020
PulseAugur coverage of CrossDocked2020 — every cluster mentioning CrossDocked2020 across labs, papers, and developer communities, ranked by signal.
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New SurfSpec framework improves drug design specificity without off-target data
Researchers have developed SurfSpec, a new framework for structure-based drug design that enhances specificity by analyzing the geometric mismatch between a ligand and its target pocket. This method provides a lower bou…
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New benchmark ShallowBench targets AI drug design for shallow pockets
Researchers have developed ShallowBench, a new benchmark designed to evaluate generative AI models used in drug design, specifically focusing on targets with shallow binding pockets. Existing models perform poorly on th…
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LLM agents use probing for better drug design
Researchers have developed a new framework called PROBE to improve molecular optimization for LLM agents in drug design. This method addresses the challenge of balancing binding affinity and druggability by first analyz…
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MolPIF model unifies continuous and discrete molecular generation
Researchers have developed MolPIF, a novel parameter interpolation flow model designed to unify the generation of continuous atomic coordinates and discrete atom types in molecular design. This approach addresses limita…