fuseo

Fuseo

A scientific algorithm to adapt to time zone changes

A chronobiology engine that considers your sleep, flights and light exposure to build a plan tailored to your trip.

Why does Fuseo go beyond generic advice?

Generic advice

Standard tips may miss your flight times, usual sleep schedule and biological time of light exposure.

Fuseo’s calculation

The engine connects your itinerary, body clock and light windows to propose a personal plan.

From flight to plan, in six steps

What happens between the moment you enter your flights and the moment your plan appears.

  1. Your profileBedtime and wake-up time, chronotype, age, sleep, caffeine: we estimate the timing of your “biological night”.
  2. Your itineraryEvery flight, connection and clock change is converted to the minute, including the international date line.
  3. Your simulated clockA mathematical model of the human clock calculates, every 6 minutes, where your body is.
  4. Hundreds of scenariosBedtime, light, darkness: the engine simulates 500 to 1,400 variants and keeps the best one.
  5. The real-life filterActual sunlight at the airport, flight time, connections, appointments: anything impossible is replaced.
  6. Safety checksMelatonin only after a questionnaire, never sleeping pills, drowsy-driving alert.

6 min

time step of the body clock calculation

500 to 1,400

scenarios simulated for a single plan

≈ 2,000

clock points calculated per trip

33

automated tests for every engine release

Under the hood: four scientific models

Models published in peer-reviewed journals, rewritten and assembled by our team. No unverifiable “home-made” formula.

01

The body clock

A mathematical oscillator that reproduces the brain's central clock and its response to light, developed at Harvard by Kronauer, Jewett and Forger. It is the heart of the calculation: it tells, at every moment, what time it is “for your body”.

Forger, Jewett & Kronauer, J Biol Rhythms, 1999

02

The effect of light

The same light advances the clock after your lowest body-temperature point and delays it before. The engine accounts for biological time, intensity (outdoors, lamp, cabin) and duration of exposure.

Khalsa 2003 · Zeitzer 2000 · St Hilaire 2012 · Chang 2012

03

Sleep and alertness

The two-process model: sleep pressure that builds while awake, and the circadian rhythm that modulates it. It predicts your energy slumps and schedules naps and caffeine.

Borbély 1982 · Daan, Beersma & Borbély 1984

04

Melatonin, as an option

Two effects calculated separately: resetting the clock and helping you fall asleep. Offered only when useful, at a low dose, and after a safety questionnaire.

Lewy 1998 · Burgess 2008, 2010

Models derived from aerospace medicine

These models were not invented for a travel app. They come from research on the fatigue of people who work against the clock: astronauts, aircrews, night workers.

For example, simulation software based on Kronauer's clock model was used to estimate the body clock of 21 astronauts during long-duration missions aboard the International Space Station. The two-process sleep model underpins the biomathematical fatigue models used to assess aircrew schedules in aviation.

Fuseo applies these same principles to your trip, under the supervision of a sleep physician who is also an aerospace medicine physician.

Fuseo is not a fatigue-management tool for on-duty aircrew, nor a medical device.

Medical and scientific expertise

Journeys where every hour matters

These situations show how a plan that considers sleep, light and schedules can help you prepare for arrival.

Validated by our scientific committee

The models, their parameters, the safety rules and the way advice is presented to you have been reviewed and validated by Fuseo's scientific committee, which brings together a sleep physician and an engineer-researcher in sleep technologies.

  • Dr Jonathan Taieb · sleep physician, aerospace medicine physician, founder of the Institut Médical du Sommeil
  • Dr Maxime Elbaz · engineer, PhD in neuroscience, former technical director of the Sleep and Alertness Centre at Hôtel-Dieu hospital, Paris (AP-HP), eHealth coordinator

What we check with every release

Before every release, the engine is automatically tested on real trips and difficult cases.

8 reference routes

Paris ⇄ New York, Tokyo, Los Angeles and Sydney, both ways, with or without connections.

Calendar traps

Clock changes (hours that do not exist or happen twice), the date line, arriving “the day before”.

Never the wrong way

No light is ever advised at a time when it would worsen the time difference: this is checked against the simulation, over the full 24-hour cycle.

Nothing impossible

No “go out in the sun” mid-flight or at night, no nap during a connection, no sleep during your appointment.

Every profile

Stays of 24 h, 48 h or a week, immediate return, early birds or night owls, short and long sleepers.

If the plan goes off track

Delayed flight, missed light, short night: the plan is recalculated from what actually happened.

What we do not claim

Your body clock is estimated from your answers, without blood tests or sensors: the uncertainty is about one hour, and we show it. Alertness scores are relative predictions, not a medical measurement or fitness to drive. Fuseo provides general information on travel chronobiology and does not replace the advice of a healthcare professional.

And for your next trip?

Fuseo calculates your sleep, light and caffeine times from your flights.

Calculate my plan