Kinetic modeling involves the mathematical representation of dynamic processes to predict the behavior of systems over time, commonly used in fields like chemistry, biology, and engineering. It helps in understanding reaction mechanisms, optimizing processes, and designing experiments by using differential equations to describe the rate of change of system variables.