arXiv (All)
open access
Distributed Optimization over Simplicial Complexes via Topological Dirac Synchronization
We introduce a distributed optimization framework for systems with higher-order interactions represented by simplicial and cell complexes. Specializing global topological Dirac synchronization to gradient flows of strongly convex local objectives, we show that the synchronized equilibrium coincides
Conceptio Open Archive
Analyze & explore related research in Conceptio
Connect this record directly into your research workflow or AI agent. Explore citations across open repositories, query full text, and export structured proof bundles.
This document is indexed with metadata only: full text is not available in the archive for this record. Open the official source ↗
Related documents
- Lattice in Line: Optimized DMRG ordering for complex lattice geometries#1051877
- Learning Dynamic Stability Landscapes in Synchronization Networks#222594
- Support Topology and Gradient Mixing in Sinkhorn Layers#985358
- Triple Overlap in Pipelined Krylov Methods on Multi-GPU Systems#1390004
- Triple Overlap in Pipelined Krylov Methods on Multi-GPU Systems#1381204
Record · ID 1386600
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Bring this data into your agent: Connect via MCP or API · 20 free credits to start · no card required
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive