From candidate space to synthesis run without a handoff
AstraIQ connects MLIP screening, thermodynamic filtering, and automated synthesis orchestration into a single closed loop. Submit a composition range, receive ranked survivors and a synthesis queue.
How the loop closes
Define the candidate space
Specify a composition range, crystal system constraints, and target property thresholds. AstraIQ generates the initial candidate set from a combination of known structure prototypes and enumerated compositions.
MLIP screening and ranking
Candidate structures are relaxed and evaluated using our fine-tuned machine-learned interatomic potentials. Formation energy, phonon stability, and target property predictions rank the field. The model flags extrapolation regimes so you know which scores are reliable.
Synthesis queue generation
Survivors from the screening pass are translated into synthesis protocols: precursor mix ratios, temperature profiles, atmosphere specifications. The queue feeds directly into connected synthesis hardware.
Automated synthesis execution
Synthesis runs execute on integrated robotic hardware. Characterization data returns to the platform and updates the model's training distribution, tightening the next screening cycle.
Integration with existing workflows
AstraIQ connects to standard synthesis hardware through an open API and supports export to common formats (CIF, VASP POSCAR, JSON) for teams with existing analysis pipelines.
Platform access is by application
We work with a small number of R&D teams during early access. Tell us about your screening workflow.
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