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Systems

Scientific computing.

What science's instruments report: bursts, neutrinos, waves and new stars.

Scientific computing · Space weather board

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01
Questions it answers

What it answers.

02
Who it is for

Who uses it.

A large optical telescope dome on a high Chilean desert ridge at blue dusk, its slit open toward the first stars and a service road winding up from the valley

Astronomers on observing duty

Where to point, with minutes to choose? One timeline per event shows what is covered and what was withdrawn.

A row of large white satellite ground-station dishes on a flat plain in northern Sweden under a pale dawn sky, frost on the grass

Satellite operators and airline dispatchers

Delay a manoeuvre or reroute a polar flight? How often warnings that strong came true.

A quiet science newsroom at first light, rows of empty desks and a long window over a rain-wet city street, one lamp already switched on

Science journalists

Run the cosmic claim, or hold it? Real event, system test or withdrawn alert, and whether anyone has confirmed it.

A university research building of glass and brick at golden hour, students crossing the quadrangle in the distance and a river bend behind the campus

University research offices and funders

Reporting on funded work? Running counts of new datasets and software by field and licence, without chasing researchers.

Wide view of a supercomputing centre of glass and steel at dusk, cooling units on the roof releasing steam, lit windows and an empty car park

Research groups on shared supercomputers

Committing a long simulation to a deadline? A maintenance calendar and each machine's surprise-failure record show how much slack to leave.

03
Modelled, tested, simulated, run

What we model, test and run.

Set-up, modelled

Flare on a disturbed field

Strong X-ray flare, official storm watch, and Earth's magnetic field already unsettled. When it forms: how strong the storm is likely to become, hours to peak, and how long it lasts.

Arbitrage set-up

One deadline, two machines

One supercomputer down for maintenance or outages while another stays up, with a deadline looming. Weighed against moving code, rebuilds, queue waits and the first machine coming back early.

Theory, tested

A gold neutrino finds a partner

Does a gold neutrino alert find a gamma-ray or optical partner within seven days? How often, and how soon.

Simulation

Storm season on the satellite plan

Severe flares and back-to-back storms, set against your manoeuvre, launch or polar-flight calendar: days above your threshold, how bad it could get, and operations hit.

Engine

Science alert tracking engine

Follows every alert, storm warning and machine status change. Queues an observation when a second detector agrees, holds a manoeuvre, resubmits a job elsewhere. Runs in your systems, on your rules.

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04
What Panbiota can build

What we build for you.

Cosmic event timeline

One line per cosmic event, matching gravitational-wave, gamma-ray, neutrino and optical reports by time and sky position. Tests left out, withdrawn alerts struck through, second-detector matches alerted.

Near-Earth candidate scorecard

A scorecard for each early hazard score on possible near-Earth asteroids: how often candidates are confirmed, already known, withdrawn or dropped. Counts and timings only, never positions.

Space-weather warning check

Solar X-ray brightness and Earth's magnetic disturbance, live, beside each official warning. Our score, not an official forecast: how often each strength comes true.

Research output monitor

Counts of new datasets and research software by field, kind, licence and institution, worldwide or for one university. Bursts flagged, such as a project releasing everything at once.

Supercomputer downtime model

Each major research supercomputer: planned maintenance kept apart from surprise failures, every outage costed in computing hours. For your job, the range of hours it could lose before its deadline.

05
Services

Delivered to you.

A morning editorial meeting room with a long empty table, a jug of water and tall windows facing a city skyline at sunrise

Morning science briefing for newsrooms

For science desks: the night's sky events, storm warnings and notable data releases, before the morning meeting. Tests and withdrawn alerts left out.

A survey crew's tripod-mounted satellite positioning antenna on a wide Patagonian steppe at sunrise, a dusty truck parked beside it

Space-weather alerts for operations teams

Storm alerts in your operations chat for satellite, airline and survey teams, each with how often that strength came true. Decisions stay yours.

Late-afternoon aerial of a university science campus, red-tiled roofs, a river bend and a long glass laboratory building catching the sun

Research output reports for universities and funders

Monthly report of datasets and software your institution or grant holders registered, by field, kind and licence, against a year earlier.

A weather observation field at dawn with white instrument shelters, a rain gauge and a slim mast on wet grass under a clearing sky

Verification reviews for early-warning methods

A written verification record for any early-call method, from exploding-star labels to storm warnings. Each call scored against the confirmed outcome.

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Power your idea → · Open the instrument · Intelligence, not advice.

Systems
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