Diffusion models

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

• diffusion-reaction modelconcept0.882
  A model explaining zebra stripes and other animal coat patterns, showing how roughness arises from interaction of regular processes with surface geometry.
• Diffusion Models for Materialsconcept0.877
  Class of generative models adapted for molecular and materials design; MatterGen is an example.
• Diffusion-Aggregation Modelconcept0.861
  Computational models of crystal growth that produce rough overall symmetry but fail to explain the detailed identical sub-symmetries on snowflake arms
• Turing Reaction Diffusion Modelframework0.808
• modelconcept0.778
  A representation that captures relevant aspects of a system; according to the theorem, the regulator must embody this.
• Deep Temporal Modelsconcept0.774
  Hierarchical generative models with separate timescales, enabling long-term planning.
• Reasoning Modelsconcept0.769
  Class of large language models designed to produce extended chain-of-thought before answering, studied in this paper
• Autoregressive modelsframework0.764
  Second model system studied; used to show why flat autoregressive LLMs struggle with long-range coherence.