What you will learn in this article・On October 1, 2026, Anthropic published a guest post by Professor Matthew Schwartz titled ...

This book is an introductory guide systematically compiling the knowledge and procedures for scientists (researchers, graduate students, postdocs, engineers, and data scientists) who use MATLAB for ...

MATLAB and Octave share the equation-based .m functions in shared/, so fixes to the model cannot silently diverge. Python is an independent implementation for cross-checking. Clone/download the whole ...

Summary: In this guest post, Prof. Matthew Schwartz returns to describe a new approach to AI-accelerated science. In Vibe Physics, Schwartz discussed similarities in capability between Claude and a ...

We're looking for an Optical Systems Engineer who thrives on solving the hard problems - someone who can model a lens stack from first principles, run the simulations, and give the rest of the team a ...

Develop the mathematical, computational and analytical skills to innovate, solve complex problems and prepare for a successful career in a rapidly changing world. Discover upcoming lectures, ...

Final deliverables will include Python scripts, GIS layers, maps, a small dashboard, a technical report, and a poster suitable for undergraduate research presentation. [Faculty Research Area ...

有限元分析中，参数反演与批量计算常需重复调用求解器。通过命令行调用与文件交换，Matlab可调度Abaqus完成自动化迭代，核心是Python脚本修改inp文件并提取odb结果。这种联合仿真方案将Matlab的算法能力与Abaqus的求解能力结合，适用于材料参数标定、优化设计等场景。本文分享从架构设计到代码实现 ...

3. MCP 服务端 config.toml 骨架 MCP 服务端负责把 MATLAB 能力暴露成工具。 这里用一个轻量方案：Python 写 MCP 服务端，通过 subprocess 或 MATLAB Engine 调用本地 MATLAB，再把结果通过 TaoToken 通道转发给模型。 先看 config.toml 骨架，它定义了服务端启动参数、工具列表和通道配置。

$$\begin{array}{l}\mathrm{Forwards}\,\mathrm{confusion}=(\mathrm{Backwards}\,\mathrm{energy}-\mathrm{Forwards}\,\mathrm{energ ...