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 solver... » read more

Foundation Model For Physics: The Next Layer Of Intelligence For Engineering


Over the past decade or so, foundation models have emerged as the dominant paradigm for interacting with language, images, and code. Large Language Models (LLMs) can generate text. Vision models can interpret images. Multimodal systems can connect the two seamlessly. But one domain has not yet seen the same foundation-model-level shift: validated, deterministic reasoning over the physical wo... » read more

Deterministic, Solver-Accurate Thermal and Warpage Analysis at Manufacturing Resolution for Advanced 2.5D HBM Packages


Thermal management has become the defining bottleneck in high-performance computing (HPC) and AI accelerator packaging. Modern packages integrate high-power ASICs with multiple High Bandwidth Memory (HBM) stacks on a silicon interposer, creating tightly coupled thermal and mechanical interactions. Die-to-die thermal crosstalk elevates HBM junction temperatures, while coefficient of thermal e... » read more