Author's Latest Posts


Continuous Physics Reasoning:
Definition, Minimum Criteria, and the Role of Foundation Models for Physics


Abstract Physical products are increasingly constrained by thermal, mechanical, electrical, and manufacturing realities, yet much of industry still relies on intermittent, expert-mediated physics evaluation. As systems become more complex and tightly coupled, this limits not only product development, but also manufacturing readiness, operational efficiency, and lifecycle performance. This p... » 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