Engineering, computer science, and physics manuscripts require strict mathematical rigor, reproducible benchmarking datasets, and adherence to specific publisher typesetting templates (e.g., IEEEtran, RevTeX).
Essential Standards for Engineering Papers
- Mathematical Notation: Define all tensor, vector, and scalar variables upon first introduction. Standardize nomenclature across equations.
- Algorithm & Complexity Analysis: Provide pseudocode accompanied by asymptotic time and space complexity evaluations (Big-O notation).
- Benchmark Datasets: Compare outcomes against standardized open-access benchmark suites rather than proprietary in-house datasets.