Accelerated systems engineering

Open systems
Accelerated

GPU software adaptation and performance research, published with reproducible evidence.

Research highlights

ENGLISH REPORT / 012026-09-27

MinerU 3.4.4 Production Baseline and 4.0.7 Evaluation on Hygon Z100

Compares the MinerU 3.4.4 production baseline with the 4.0.7 evaluation on gfx906, including measured throughput, deployment constraints, and batch-processing results.

955 docs/hourmeasured production-pool throughputRead report

ENGLISH REPORT / 022026-09-27

PaddleOCRZ100Transformers

PaddleOCR on Hygon Z100: Compatibility, Performance & Production Deployment

PaddleOCR 3.7.0 and PaddleX 3.7.2 complete end-to-end validation on one gfx906 card; the 23-page PDF runs at 0.49 pages/s in steady state.

0.49 pages/ssteady-state OCR throughput across 23 pagesRead report

ENGLISH REPORT / 032026-08-31

Research PaperFR/CPRCFD

An Efficient and Parameter-Free Gradient-Based Limiter for FR/CPR

Full paper covering the limiter formulation, mesh tests, error analysis, figures, and references in a typeset online edition.

19 pagescomplete 19-page paperRead report

ENGLISH REPORT / 042026-08-30

LaTeXXeLaTeXTypesetting

Bilingual XeLaTeX Research Typesetting Validation

A reproducible three-page XeLaTeX validation covering bilingual text, mathematics, figures, code, cross-references, and the Biber bibliography workflow.

9 / 9core typesetting checks passedRead report

Selected engineering

From field notes
to reusable tools

Open engineering work across cluster operations, Linux desktop support for DeepSeek Harness, and scientific computing.

HPC · Agent connectivity

HPC Agent
Connect

A portable skill connects Codex and Claude Code to SCNet cluster context, with Codex and DeepSeek Harness distributions for SSH, Slurm, cluster discovery, and DCU diagnostics.

Core skill · scnet-hpc ↗Codex distribution ↗DeepSeek Harness plugin ↗

Original · Linux port