Agentic AI Atlas

IV.

Edge detail

lib_involves_role

Page 94 of 105

lib_involves_role ledger

a library artifact involves or is used by a role

Pairs · 10,493Cardinality · N:N

from	to	to kind
lib-skill:physics--quimb-tensor-network	role:computational-scientist	Role
lib-skill:physics--root-data-analyzer	role:research-scientist	Role
lib-skill:physics--root-data-analyzer	role:computational-scientist	Role
lib-skill:physics--scikit-hep-analysis	role:research-scientist	Role
lib-skill:physics--scikit-hep-analysis	role:computational-scientist	Role
lib-skill:physics--scipy-optimization-toolkit	role:research-scientist	Role
lib-skill:physics--scipy-optimization-toolkit	role:computational-scientist	Role
lib-skill:physics--spinw-magnetic-simulator	role:computational-scientist	Role
lib-skill:physics--spinw-magnetic-simulator	role:research-engineer	Role
lib-skill:physics--tensorflow-physics-ml	role:research-scientist	Role
lib-skill:physics--tensorflow-physics-ml	role:ml-engineer	Role
lib-skill:physics--vasp-dft-calculator	role:computational-scientist	Role
lib-skill:physics--vasp-dft-calculator	role:research-engineer	Role
lib-skill:physics--wannier90-tight-binding	role:research-scientist	Role
lib-skill:physics--wannier90-tight-binding	role:computational-scientist	Role
lib-skill:physics--zemax-optical-designer	role:research-engineer	Role
lib-skill:physics--zemax-optical-designer	role:computational-scientist	Role
lib-skill:quantum-computing--ansatz-designer	role:research-scientist	Role
lib-skill:quantum-computing--ansatz-designer	role:research-engineer	Role
lib-skill:quantum-computing--backend-selector	role:research-engineer	Role
lib-skill:quantum-computing--backend-selector	role:computational-scientist	Role
lib-skill:quantum-computing--barren-plateau-analyzer	role:research-scientist	Role
lib-skill:quantum-computing--barren-plateau-analyzer	role:ml-engineer	Role
lib-skill:quantum-computing--braket-executor	role:research-engineer	Role
lib-skill:quantum-computing--braket-executor	role:computational-scientist	Role
lib-skill:quantum-computing--calibration-analyzer	role:research-engineer	Role
lib-skill:quantum-computing--calibration-analyzer	role:lab-technician	Role
lib-skill:quantum-computing--circuit-optimizer	role:research-engineer	Role
lib-skill:quantum-computing--circuit-optimizer	role:computational-scientist	Role
lib-skill:quantum-computing--cirq-circuit-builder	role:research-engineer	Role
lib-skill:quantum-computing--cirq-circuit-builder	role:computational-scientist	Role
lib-skill:quantum-computing--data-encoder	role:research-engineer	Role
lib-skill:quantum-computing--data-encoder	role:ml-engineer	Role
lib-skill:quantum-computing--mitiq-error-mitigator	role:research-engineer	Role
lib-skill:quantum-computing--mitiq-error-mitigator	role:computational-scientist	Role
lib-skill:quantum-computing--noise-modeler	role:research-scientist	Role
lib-skill:quantum-computing--noise-modeler	role:computational-scientist	Role
lib-skill:quantum-computing--openfermion-hamiltonian	role:research-scientist	Role
lib-skill:quantum-computing--openfermion-hamiltonian	role:computational-scientist	Role
lib-skill:quantum-computing--pennylane-hybrid-executor	role:research-engineer	Role
lib-skill:quantum-computing--pennylane-hybrid-executor	role:ml-engineer	Role
lib-skill:quantum-computing--pqc-evaluator	role:research-engineer	Role
lib-skill:quantum-computing--pqc-evaluator	role:security-engineer	Role
lib-skill:quantum-computing--pymatching-decoder	role:research-engineer	Role
lib-skill:quantum-computing--pymatching-decoder	role:computational-scientist	Role
lib-skill:quantum-computing--pyscf-interface	role:computational-scientist	Role
lib-skill:quantum-computing--pyscf-interface	role:research-scientist	Role
lib-skill:quantum-computing--pyzx-simplifier	role:computational-scientist	Role
lib-skill:quantum-computing--pyzx-simplifier	role:research-engineer	Role
lib-skill:quantum-computing--qec-code-builder	role:research-scientist	Role
lib-skill:quantum-computing--qec-code-builder	role:computational-scientist	Role
lib-skill:quantum-computing--qiskit-circuit-builder	role:research-engineer	Role
lib-skill:quantum-computing--qiskit-circuit-builder	role:computational-scientist	Role
lib-skill:quantum-computing--qiskit-nature-solver	role:research-scientist	Role
lib-skill:quantum-computing--qiskit-nature-solver	role:computational-scientist	Role
lib-skill:quantum-computing--qrng-generator	role:research-engineer	Role
lib-skill:quantum-computing--qrng-generator	role:computational-scientist	Role
lib-skill:quantum-computing--qsharp-compiler	role:research-engineer	Role
lib-skill:quantum-computing--qsharp-compiler	role:computational-scientist	Role
lib-skill:quantum-computing--quantum-kernel-estimator	role:research-scientist	Role
lib-skill:quantum-computing--quantum-kernel-estimator	role:ml-engineer	Role
lib-skill:quantum-computing--qubit-mapper	role:research-engineer	Role
lib-skill:quantum-computing--qubit-mapper	role:computational-scientist	Role
lib-skill:quantum-computing--qubo-formulator	role:research-engineer	Role
lib-skill:quantum-computing--qubo-formulator	role:computational-scientist	Role
lib-skill:quantum-computing--rb-benchmarker	role:research-engineer	Role
lib-skill:quantum-computing--rb-benchmarker	role:research-scientist	Role
lib-skill:quantum-computing--resource-estimator	role:research-engineer	Role
lib-skill:quantum-computing--resource-estimator	role:computational-scientist	Role
lib-skill:quantum-computing--statevector-simulator	role:computational-scientist	Role
lib-skill:quantum-computing--statevector-simulator	role:research-engineer	Role
lib-skill:quantum-computing--stim-simulator	role:research-engineer	Role
lib-skill:quantum-computing--stim-simulator	role:computational-scientist	Role
lib-skill:quantum-computing--tensor-network-simulator	role:computational-scientist	Role
lib-skill:quantum-computing--tensor-network-simulator	role:research-scientist	Role
lib-skill:quantum-computing--tket-compiler	role:research-engineer	Role
lib-skill:quantum-computing--tket-compiler	role:computational-scientist	Role
lib-skill:quantum-computing--trotter-simulator	role:computational-scientist	Role
lib-skill:quantum-computing--trotter-simulator	role:research-scientist	Role
lib-skill:quantum-computing--vqc-trainer	role:research-engineer	Role
lib-skill:quantum-computing--vqc-trainer	role:ml-engineer	Role
lib-skill:scientific-discovery--academic-writing-assistant	role:research-engineer	Role
lib-skill:scientific-discovery--academic-writing-assistant	role:computational-scientist	Role
lib-skill:scientific-discovery--analogy-mapper	role:research-engineer	Role
lib-skill:scientific-discovery--analogy-mapper	role:computational-scientist	Role
lib-skill:scientific-discovery--bayesian-inference-engine	role:research-engineer	Role
lib-skill:scientific-discovery--bayesian-inference-engine	role:computational-scientist	Role
lib-skill:scientific-discovery--causal-inference-engine	role:research-engineer	Role
lib-skill:scientific-discovery--causal-inference-engine	role:computational-scientist	Role
lib-skill:scientific-discovery--checklist-validator	role:research-engineer	Role
lib-skill:scientific-discovery--checklist-validator	role:computational-scientist	Role
lib-skill:scientific-discovery--connected-papers-mapper	role:research-engineer	Role
lib-skill:scientific-discovery--connected-papers-mapper	role:computational-scientist	Role
lib-skill:scientific-discovery--data-versioning-manager	role:research-engineer	Role
lib-skill:scientific-discovery--data-versioning-manager	role:computational-scientist	Role
lib-skill:scientific-discovery--doe-optimizer	role:research-engineer	Role
lib-skill:scientific-discovery--doe-optimizer	role:computational-scientist	Role
lib-skill:scientific-discovery--elicit-research-assistant	role:research-engineer	Role
lib-skill:scientific-discovery--elicit-research-assistant	role:computational-scientist	Role
lib-skill:scientific-discovery--formal-logic-reasoner	role:research-engineer	Role