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Research-facing use cases

Applications

Quantum Studio is being evaluated for atomistic and electronic-structure research workflows, with roadmap work stated separately from supported scope.

Research areas

Electronic structure

Band, density-of-states, charge, and related electronic-property workflows are represented by public calculation intents with individual readiness labels.

Review the calculation catalogue

Materials modelling

Project organization, structure construction, import, and reproducible calculation planning support research groups preparing documented workflows.

Heterostructures and moiré structures

Builder workflows for layered systems are available where the corresponding construction path is supported.

Read the builder overview

Vibrational, optical, and device-oriented work

These areas include partial, planned, or external-backend-required public intents. They are roadmap context, not a claim of completed workflow coverage.

Evaluation scope

Professor technical preview.

Use the public readiness labels and beta limitations to select a bounded evaluation. Independent validation remains necessary for all scientific conclusions.