Exponential Decay Simulation with Parameter Calibration

Exponential Decay Simulation with Parameter Calibration: a task in Nemotron Terminal easy clean-1K: rootless Apptainer release (Harbor dataset). You are a scientific programmer tasked with simulating exponential decay processes and calibrating model parameters from experimental data.