Machine Learning‐Integrated Numerical Simulation for Predicting Photothermal Conversion Performance of Metallic Nanofluids

= 0.972) to simulation results. This approach not only streamlines the prediction process but also provides an accessible tool for optimizing nanoparticle design, with significant implications for advancing biomedicine, energy, and sensor technologies.