Abstract: Abstract Syntax Tree (AST) and Control Flow Graph (CFG) are program code representations widely used for static analysis. One of the uses of static analysis is for automated grading ...

HCL2 parser for building a Lossless Syntax Tree (LST) with full trivia preservation for round-trip rewriting, analysis and transformation.

Abstract: The Simulation Program with Integrated Circuit Emphasis (SPICE), introduced in 1973, laid the foundation for transistor-level netlist representation. Over the decades, numerous SPICE ...

I had been considering whether I could build a "tool to expand functions and make them monolithic," which I had been curious about for a while. I organized the concept for a code analysis tool. First, ...

Neural-to-Syntax Transformer: Deep learning translation layer converting continuous electrical spatial patterns into structured abstract syntax trees (AST). Multi-Target Language Compiler: Dynamic ...

从实验数据中发掘科学规律，这件事每天都在世界各地的实验室里上演：研究者们把观测结果整理成表格、画成曲线，凭直觉和经验猜测背后的函数形式，再反复修正，最终得到一个既能拟合数据、又能理解机制的数学公式。无论是开普勒从第谷的观测数据中提炼出行星运动定律，还是当代工程师们每天进行着的各种标定，背后依赖的都是这样的过程。

从实验数据中发掘科学规律，这件事每天都在世界各地的实验室里上演：研究者们把观测结果整理成表格、画成曲线，凭直觉和经验猜测背后的函数形式，再反复修正，最终得到一个既能拟合数据、又能理解机制的数学公式。无论是开普勒从第谷的观测数据中提炼出行星运动定律，还是当代工程师们每天进行着的各种标定，背后依赖的都是这样的过程。 符号回归（Symbolic Regression）的目标，就是让计算机自动完成这种 “ ...