Physical models predict outcomes by representing real-world systems with mathematical equations, simulations, or scaled-down replicas. They use underlying principles, like physics or chemistry, to simulate how a system behaves under specific conditions. By inputting variables and running the model, scientists can analyze responses and make predictions about future or hypothetical scenarios.