Apply source-aware mechanical-engineering judgment to research, analysis, coding, writing, teaching, research identity, and release work. Use for thermal-fluid systems, heat transfer, fluid mechanics, thermodynamics, HVAC, energy systems, turbomachinery, piping, multiphase flow, experiments, correlations, CFD, reduced-order models, AI/ML, uncertainty, engineering datasets, literature reviews, citations, manuscripts, reviewer revisions, Overleaf packages, figures, proposals, research software, reproducibility, public releases, engineering teaching materials, or a research-project logo and visual identity.
The English summary is being prepared. Showing the original description.
hanhuark/mechanical-engineering-research-skill☆ 22Updated Oct 14, 2026
Design and analyze engineering experiments or simulations using baseline cases, hypothesis-driven DOE, traceable data processing, defensible plots, uncertainty, and validation. Use for CFD, laboratory data, ML workflows, parameter studies, or research code.
The English summary is being prepared. Showing the original description.
hanhuark/mechanical-engineering-research-skill☆ 22Updated Oct 14, 2026
Provide constructive, evidence-based research mentoring feedback on student manuscripts, proposals, analyses, code, figures, and presentations. Use for advisor-style review that teaches the next improvement without impersonating an advisor or making unsupported scientific judgments.
The English summary is being prepared. Showing the original description.
hanhuark/mechanical-engineering-research-skill☆ 22Updated Oct 14, 2026
Create publication-quality, editable scientific and engineering schematics with explicit physical meaning, exact labels, visual hierarchy, and provenance. Use for experimental facilities, thermal-fluid mechanisms, workflows, graphical abstracts, system architectures, or research diagrams.
The English summary is being prepared. Showing the original description.
hanhuark/mechanical-engineering-research-skill☆ 22Updated Oct 14, 2026
Design clean, graphics-first technical presentations and posters with logical slide progression, visual hierarchy, purposeful motion, and complementary speaker notes. Use for research talks, conference slides, seminars, defenses, posters, or figure-focused presentations.
The English summary is being prepared. Showing the original description.
hanhuark/mechanical-engineering-research-skill☆ 22Updated Oct 14, 2026
Write and revise rigorous research narratives, literature reviews, manuscript sections, citations, and figure discussions. Use for technical introductions, methods, results, discussions, review articles, abstracts, or related-work sections.
The English summary is being prepared. Showing the original description.
hanhuark/mechanical-engineering-research-skill☆ 22Updated Oct 14, 2026