Stars
Fourier-based Low-Frequency Spectral Dynamics Network for differentiable spectral learning, early-warning analysis, and physics-aware modeling of complex dynamical systems.
Differentiable Jacobian damping-ratio physics loss for power-grid trajectory NNs (CSD Engine A). ANDES-validated, repeated-root safe.
AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, orchestrating, and evaluating domain-specific AI agents for Industry 4.0 asset operations and maintenance, with 460+ sc…
PaperDeck — attributed fair briefs of public ESG papers and institutional pages
Python API for PSOPS (Power System Optimal Parameter Selection)
A compact open-source reference package for physics-boundary validation of AI systems in electric power grids. This project does not present a full grid product or a replacement for existing grid A…
A modular single-drug docking pipeline for structure-based screening and reproducible workflow experiments. > Current release focuses on stability and reproducibility. > Runtime console logs may st…
This project provides a modular engine for rapid clustering and dimensionality reduction (e.g., PCA + KMeans) of bulk RNA-seq data, with integrated clinical outcome prediction (Cox model, Kaplan-Me…
This repository contains a Python engine designed to efficiently extract structured table data from PDF documents, with a primary focus on tables that feature visible grid lines.
The Attention-Enhanced Subtype Discovery Engine introduces an innovative approach to cancer genomics analysis by integrating dimensionality reduction with attention mechanisms. This pipeline create…
HF-CCD is a high-fidelity curated carbide materials dataset with machine-learning–ready descriptors, featuring a fully reproducible pipeline from raw data fetching to structural cleaning, descripto…
以最少資訊，完成最可信的碳排估算（Scope 1 + 2）。 基於 80/20 法則設計，平均誤差 ±10%，適合中小企業快速完成碳盤查。
This repository contains the Prototype 0.1 implementation of the IS–LM equilibrium model + Neural Approximation + QQSS shock module. The goal is not to provide a finished macro model, but to create…
This repository contains a compact, high-quality multi-omics benchmark dataset for BRCA (Breast Invasive Carcinoma), integrating: - mRNA expression (median normalized)- miRNA mature expression (RPM…