The End Of Physics Silos In Engineering AI

Modern engineering software was built around an assumption that made sense for its time: different physics problems required different tools, solvers, and workflows. Structural analysis lived in one environment. Thermal modeling lived in another. Electromagnetics lived in a different stack. Over time, engineering workflows became fragmented into isolated software systems, disconnected solvers, and increasingly specialized platforms. But the physical world does not operate in silos. A battery sys