| name | quimb-tensor-network |
| description | QuTiP/quimb tensor network skill for quantum many-body simulations and entanglement analysis |
| allowed-tools | ["Bash","Read","Write","Edit","Glob","Grep"] |
| metadata | {"specialization":"physics","domain":"science","category":"quantum-mechanics","phase":6} |
| graph | {"domains":["domain:physics"],"skillAreas":["skill-area:statistical-analysis","skill-area:mathematical-reasoning","skill-area:data-analysis"],"workflows":["workflow:experiment-design","workflow:peer-review-cycle"],"roles":["role:research-scientist","role:computational-scientist"]} |
Quimb Tensor Network
Purpose
Provides expert guidance on tensor network simulations for quantum many-body systems, including MPS, DMRG, and entanglement analysis.
Capabilities
- MPS and DMRG calculations
- TEBD time evolution
- Entanglement entropy computation
- Quantum master equation solving
- Open quantum systems dynamics
- GPU-accelerated contractions
Usage Guidelines
- State Representation: Use MPS for one-dimensional systems
- Ground States: Run DMRG for ground state calculations
- : Use TEBD for dynamics