calyr.aí · 2026
Surrogate intelligence for medicineand nanobiotech.
We turn complex scientific and engineering questions into traceable evidence, interpretable surrogate predictions, and deployable decision systems.
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Evidence
measurements · simulations · constraints
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Surrogate
expensive physics becomes fast prediction
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Oracle
prediction + uncertainty → next experiment
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Experiment
test the most consequential uncertainty
Active projects · Surrogate → Oracle
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p-tec
Nanoparticle & AAV design
Controlled via the Parvotec Research Journal
Predicts which nanoparticle formulation or AAV capsid variant is worth testing next.
Enter →
Open Research Journal →
02
a-tex
Aorta & vascular targeting
Surrogate → Oracle · Aorta & vascular targeting
Predicts aortic flow, wall stress and intervention outcome from patient-specific SAXS and SPR evidence.
Enter →
03
bp-tec
Biophysical signal inference
Surrogate → Oracle · Biophysical signal inference
Infers hidden molecular states from SPR, SAXS and Cryo-EM fluctuation patterns via a multi-scale surrogate.
Enter →