2 citations · 5 across the 10 of their papers we have counts for
4 papers · 1 filter
Selective Imperfection as a Generative Framework for Analysis, Creativity and Discovery
Markus J. Buehler
We introduce materiomusic as a generative framework linking the hierarchical structures of matter with the compositional logic of music. Across proteins, spider webs and flame dyna…
MusicSwarm: Biologically Inspired Intelligence for Music Composition
Markus J. Buehler
We show that coherent, long-form musical composition can emerge from a decentralized swarm of identical, frozen foundation models that coordinate via stigmergic, peer-to-peer signa…
Agentic Deep Graph Reasoning Yields Self-Organizing Knowledge Networks
Markus J. Buehler
We present an agentic, autonomous graph expansion framework that iteratively structures and refines knowledge in situ. Unlike conventional knowledge graph construction methods rely…
In-situ graph reasoning and knowledge expansion using Graph-PReFLexOR
Markus J. Buehler
The pursuit of automated scientific discovery has fueled progress from symbolic logic to modern AI, forging new frontiers in reasoning and pattern recognition. Transformers functio…