Hongyu Yu
Community@hongyu-yu
Assistant Professor in Fudan University Machine learning and Condensed matter physics. Email: [email protected]
Agent Skills by Hongyu Yu
Showing 49 vetted skills indexed across 1 GitHub repositories.
Hongyu-yupostmortem
Document incident timelines, root causes, and SMART corrective actions in structured postmortems.
Hongyu-yumodel-equivariance-auditor
Audit neural networks for equivariance under specified symmetry groups.
Hongyu-yumaterials-properties
Computes and analyzes materials properties from first- principles using ASE and allied tools.
Hongyu-yupymatgen-io
Parse CIF, XYZ, and Gaussian files into pymatgen structures.
Hongyu-yusympy
Provides exact symbolic mathematics and algebraic manipulation in Python.
Hongyu-yumemory
Store and retrieve long-term user context in an append-only JSONL memory file.
Hongyu-yumaterials-databases
Query crystal structures and thermodynamic data from AFLOW and Materials Project APIs.
Hongyu-yupython-regression-statistics
Provides expert guidance for regression analysis, diagnostics, and outlier detection in Python.
Hongyu-yupymatgen-analysis
Consolidate pymatgen.analysis tasks for phase diagrams, structure matching, and surface analyses.
Hongyu-yupython-multiobjective-optimization
Solve multiobjective optimization problems in Python to discover Pareto fronts.
Hongyu-yucausal-inference-root-cause
Distinguish correlation from causation to identify true incident root causes.
Hongyu-yufluidsim
Run pseudospectral CFD simulations on periodic domains with Python and MPI.
Hongyu-yudecision-matrix
Frame and score options with weighted criteria to produce a decision recommendation.
Hongyu-yumarkitdown
Converts documents, images, and audio/video transcripts to Markdown via OCR and parsers.
Hongyu-yupython-plotting
Generate publication-quality static, statistical, and interactive plots in Python using Matplotlib, Seaborn and Plotly.
Hongyu-yupython-jax
Guides numerical computing with JAX for automatic differentiation, JIT, and transformations across CPU, GPU, and TPU backends.
Hongyu-yuxlsx
Create and edit Excel spreadsheets with formulas and formatting using Python.
Hongyu-yuplanning
Generate structured work breakdowns, timelines, risk registers, and implementation roadmaps.
Hongyu-yuExtract text and tables from PDFs using Python libraries.
Hongyu-yumeta-prompt-engineering
Transform vague prompts into structured prompts with constraints and quality checks.
Hongyu-yupymatgen-symmetry
Identify space groups and generate high-symmetry k-paths for crystal structures.
Hongyu-yuvasp
Extract structured metadata from SKILL.md frontmatter for the VASP skill unit.
Hongyu-yusymmetry-group-identifier
Map identified symmetries to mathematical groups for ML architecture design.
Hongyu-yusymmetry-discovery-questionnaire
Identify and document data symmetries and invariances for ML models via a structured questionnaire.