做光学设计的同行都懂，好镜头是“调”出来的，也是“等”出来的。Zemax里反复改曲率和厚度，Lumerical里扫描周期单元的相位响应，一个参数组合跑下来，工作站转一整天是常态。更别提无透镜成像的重建调参、叠层成像的扫描校正，每一步都靠手动调试和 ...

Multimodal photo knowledge retrieval system using CrewAI + GPT-4o Vision. Turns personal photos (receipts, bills, food, screenshots) into a queryable knowledge base with natural-language search, ...

This repository implements and evaluates a three-layer post-hoc calibration framework that converts raw GPT-4-Turbo zero-shot ensemble forecasts into statistically reliable prediction intervals.

Abstract: The errors of microelectromechanical system (MEMS) inertial measurement units (IMUs) are huge, complex, nonlinear, and time varying. The traditional calibration method based on a linear ...