QuTiP/quimb tensor network skill for quantum many-body simulations and entanglement analysis
--- name: quimb-tensor-network-c6cc4b488101 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 1. **State Representation**: Use MPS for one-dimensional systems 2. **Ground States**: Run DMRG for ground state calculations 3. **Time Evolution**: Use TEBD for dynamics 4. **Entanglement**: Calculate entanglement entropy and spectra 5. **Open Systems**: Model dissipative quantum systems ## Tools/Libraries - quimb - QuTiP - ITensor--- name: quimb-tensor-network-c6cc4b488101 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 1. **State Representation**: Use MPS for one-dimensional systems 2. **Ground States**: Run DMRG for ground state calculations 3. **Time Evolution**: Use TEBD for dynamics 4. **Entanglement**: Calculate entanglement entropy and spectra 5. **Open Systems**: Model dissipative quantum systems ## Tools/Libraries - quimb - QuTiP - ITensor
Imported from the listed AgentSkill.sh category. Complete supplied package files and notices are retained. Required external tools and credentials are not installed. No bundled code was executed during import. Individual agent task behavior has not been tested.