"""Physics state dataclasses for thermal-electrical simulation. These immutable state snapshots represent the simulation state at a point in time. """ from dataclasses import dataclass @dataclass(frozen=True) class ThermalState: """Immutable thermal state snapshot. Represents the thermal conditions of the DUT and its environment at a specific point in simulation time. Attributes: chamber_temperature: Chamber air temperature in degrees Celsius. case_temperature: DUT case/package temperature in degrees Celsius. junction_temperature: DUT junction/die temperature in degrees Celsius. timestamp: Simulation time in seconds since start. """ chamber_temperature: float case_temperature: float junction_temperature: float timestamp: float @dataclass(frozen=True) class ElectricalState: """Immutable electrical state snapshot. Represents the electrical conditions of the DUT at a specific point in simulation time. Attributes: input_voltage: DUT input voltage in volts. output_voltage: DUT output voltage in volts. load_current: Load current drawn from DUT in amps. quiescent_current: DUT quiescent/bias current in amps. power_dissipation: Total power dissipated by DUT in watts. """ input_voltage: float output_voltage: float load_current: float quiescent_current: float power_dissipation: float