Research & Academia

Conduct systematic literature reviews by searching, filtering, and synthesizing academic papers with citation network analysis.

Design statistically rigorous experiments with sample size calculations, randomization schemes, and power analysis for research studies.

Perform statistical analysis on research datasets including regression, ANOVA, and multivariate analysis with publication-ready outputs.

Assist researchers in writing grant proposals with specific aims, research plans, and budget justifications aligned to funder priorities.

Map citation networks, identify influential papers, and analyze research impact metrics including h-index and field-weighted citation impact.

Support thesis and dissertation writing with structure guidance, argument development, literature integration, and formatting compliance.

Coordinate laboratory automation workflows including experiment scheduling, instrument management, and data collection pipelines.

Assist with peer review by checking methodology, statistical validity, and identifying potential issues in submitted manuscripts.

Build knowledge graphs from research literature to discover hidden connections, identify research trends, and map domain knowledge.

Recommend appropriate statistical methods and tests based on research questions, data characteristics, and study design parameters.

Generate publication-quality charts, graphs, and figures from research data with customizable styling and journal-specific formatting.

Assess research reproducibility by checking code availability, data access, methodology detail, and statistical reporting completeness.