MPTS-52
PulseAugur coverage of MPTS-52 — every cluster mentioning MPTS-52 across labs, papers, and developer communities, ranked by signal.
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New diffusion model generates complete crystal structures by mimicking symmetry breaking
Researchers have developed a new diffusion-based framework called Symmetry-breaking Crystal Diffusion (SbCD) for generating complete crystallographic specifications. This novel approach models symmetry-breaking dynamics…
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New AI framework enhances crystal structure prediction accuracy
Researchers have developed CrystalGRPO, a new post-training framework for flow-based generative models aimed at improving crystal structure prediction (CSP). This framework uses reinforcement learning to optimize downst…
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New MCFlow model unifies crystal generation tasks
Researchers have developed Multimodal Crystal Flow (MCFlow), a unified framework designed to handle various crystal generation tasks. This model utilizes a multimodal flow approach, treating different generation tasks a…