Workflow

From requirements communication to results delivery, maintain a clear, traceable, and confidential process

Clarify research goals, material systems, existing data, timing, and expected outputs.

Assess the computational route, model complexity, feasibility, timeline, and main risks.

Confirm methods, scope, deliverables, communication checkpoints, quotation, and schedule.

Prepare structures, set parameters, run calculations, record data, and provide stage updates.

Organize key data, figures, mechanism interpretation, and materials for papers or presentations.

Deliver result files and notes, then refine explanations or presentation details based on feedback.