Noise causes decoherence—the loss of quantum information. Main noise sources in superconducting qubits:
T1 (energy relaxation): $|1\rangle \to |0\rangle$ via photon emission, timescale microseconds to milliseconds
T2 (phase decoherence): loss of superposition coherence, limited by charge and flux noise
T2*: measured dephasing time (includes inhomogeneous broadening)
Typical values (state-of-the-art transmons):
scqubits models noise analytically or numerically to predict decoherence effects. For detailed dynamics, use QuTiP to simulate open system evolution.