Skip to content
QALICE/ ASTROQalice research
Conceptual lunar energy infrastructure: collector, receiving rover and orbital relay
Illustrated optical link

Could light help power exploration beyond Earth?

Astro Qalice studies how energy sources and local resources could support laser power networks, future space mining and growth beyond Earth. Follow the conversion losses, storage needs and engineering.

Research began November 2023 · Explore the research history ↓

Explore a scenario Start with the basics

Classical photonics research · exploratory models · no deployed Qalice space hardware

Conceptual illustration · distances not to scale · drawn light is not visible in vacuum
NASA / JPL
Research & open data

Explore lunar power-beaming studies, in-space resources and live small-body data. See how the independent research connects to our models.

Explore NASA & public studies ↓

Follow the energy, one step at a time.

Every stage passes on only part of the useful power. The result is what reaches the equipment at the far end.

  1. Collect sunlight

    A collector intercepts sunlight. Its area and distance from the Sun set the starting energy budget.

  2. Make electricity

    Solar cells convert part of that light into electricity. The rest cannot be treated as useful electrical output.

  3. Send laser light

    A laser converts some electricity back into a directed beam. Its size, spread and pointing affect what arrives.

  4. Receive useful power

    A receiver captures part of the beam and converts part of that light into electricity. Rejected heat must also be managed.

For technical readers: the model’s conversion chain

The Solar & Resource Lab uses a solar flux estimate of 1361/r² W/m² with r in AU, selected collector and conversion efficiencies, and an ideal Gaussian beam with 1/e² launch diameter D.

Capture integrates a centered Gaussian intensity profile over a circular receiver, including a declared zero-mean pointing-jitter distribution. Launch/relay optics throughput and path transmission are separate inputs. The default path has no absorption; beam spreading and missed capture still reduce useful received power. Non-Gaussian structure, static pointing bias, aperture truncation, trajectories and atmosphere require further modeling.

These are declared engineering assumptions, not measured performance of Qalice hardware. NASA/JPL supplies object context; Qalice calculates the scenario.

Energy powers the link. Resources help build it.

Astro connects two research paths: turning available energy into useful light, and using local materials to support the infrastructure around that light.

From an energy source to a useful beam

  1. Source
  2. Electricity
  3. Laser
  4. Receiver
  5. Work

Sunlight can supply electricity to a laser. Other candidate sources include nuclear-electric systems or stored chemical energy, each with a different conversion chain, mass, lifetime and thermal burden. Lasers transport energy already supplied by a source.

How could the output become continuous?

A steady service needs enough source power during operating periods, storage or alternate sources during interruptions, and cooling. Eclipses, pointing interruptions and equipment faults matter. The lab below now estimates a load’s energy reserve and replenishment requirement.

The current propagation model starts with solar collection. Nuclear and chemical source options are research directions; the calculator does not simulate their reactors or chemistry.

From space materials to infrastructure

  1. Characterize
  2. Extract
  3. Process
  4. Manufacture
  5. Operate

Water, metals and regolith could contribute to consumables, structures, optical supports, storage and future manufacturing. Their usefulness depends on composition, recovery energy, purity, transport and the process that turns them into a product.

Where mining and power depend on each other

Extraction, refining, thermal processing and manufacturing consume energy. A future power network could serve those loads; resource-derived products might reduce imported infrastructure. Neither a body’s mass nor its spectral class alone establishes an exploitable deposit.

NASA’s ISRU overview explains this development path. Use the Resource Atlas for declared scenarios, not reserve or revenue claims.

NASA, public research & the work around us.

Follow the original work, see what it establishes, and understand how it connects to this project. These are independent sources, not Qalice partners or endorsements.

01
NASA · RESEARCH PROJECT

Moonbeam: a photonic extension cord

NASA / University of California, Santa Barbara · 2021 project description

What the source supports

Studies directed laser energy and photovoltaic receivers for lunar power distribution, including pointing and thermal management.

Where it meets Qalice

Direct context for Astro’s electricity → laser → receiver model. Project goals are not flight-demonstrated performance.

02
NASA · CONCEPT STUDY

Orbital power for lunar surface operations

Ruperto Hernandez et al. · OPAL white paper · 2025

What the source supports

Examines a tunable, focusable orbit-to-surface optical power architecture for lunar assets.

Where it meets Qalice

Connects power delivery to mobility and lunar-night operations. Astro adds an exploratory calculator, not an orbital mission solution.

03
NASA · RESOURCE DEVELOPMENT

Using materials already in space

NASA · In-Situ Resource Utilization overview

What the source supports

Describes extracting and processing local resources into products such as water, oxygen and fuel.

Where it meets Qalice

Grounds the mining and infrastructure path. Resource processing consumes energy; material inventory is not a measured energy reserve.

04
NASA / JPL · TECHNOLOGY DEMONSTRATION

Deep Space Optical Communications

NASA · DSOC mission record

What the source supports

Demonstrates optical data communication across deep-space distances.

Where it meets Qalice

Relevant to acquisition, pointing and optical links. Sending information with light does not validate useful power delivery at the same distance.

05
DARPA · GROUND DEMONSTRATION

Optical power beaming over 8.6 km

DARPA POWER program · May 2025

What the source supports

Reports delivery of more than 800 W during a 30-second terrestrial laser transmission.

Where it meets Qalice

A useful external receiver benchmark. The reported result is a ground test, not continuous power to a space mine.

NASA/JPL data, inside the tools.

The Solar & Resource Lab and Atlas can query NASA/JPL’s Small-Body Database. NASA POWER provides terrestrial solar context. Source observations remain separate from Qalice’s scenario assumptions.

Open the NASA/JPL tools ↓SBDB API documentation ↗

The further it travels, the harder it is to capture.

A narrow beam still spreads. A receiver may catch only a small fraction, and every conversion loses useful energy. This is why a promising idea needs a link budget.

Start in the lab with collector area, route range and receiver size. Watch how delivered power and heat change, then open the assumptions.

Try the power model Compare the same energy input
02

Qalice Astro · executable research model

Solar & Resource Lab.

Explore a laser-power route with live NASA/JPL small-body facts, geospatial NASA POWER context, and declared engineering assumptions.

Photonic power route Live calculation
Solar-electric laser1.46 AU model point
Launch optics1.5 m launch beam
433 ErosReceiver + process load
0 12,000 km modeled route

Diagrammatic single link · not to scale. Source and launch optics are co-located; range starts at the launch beam waist. Solar flux uses semimajor axis as a fixed model point, not instantaneous orbital distance.

Solar flux638 W/m²Inverse-square estimate at semimajor axis
Beam divergence0.45 µradIdeal Gaussian 1/e² half-angle · M² = 1
Mean footprint diameter26.4 mGaussian-equivalent average including pointing jitter
04NASA/JPL object facts
Orbit class
Amor
Diameter
16.84 km
Albedo
0.250
Rotation
5.27 h
Perihelion
1.13 AU
Semimajor axis
1.46 AU
Open NASA/JPL source ↗
05Earth geospatial solar context

Enter a terrestrial relay or test-site coordinate.

Annual daily solar average—NASA POWER climatology · Earth locations only
06Evidence key
  • Live sourceNASA/JPL API values
  • CalculatedDeclared equations and inputs
  • AssumptionUser-defined process scenario

Follow the useful power.

Each bar uses the same scale. Values update with the scenario controls.

  1. 01
    Sunlight collected
    76.62 kW
  2. 02
    Collector electricity
    24.52 kW
  3. 03
    Laser output
    13.48 kW
  4. 04
    After launch / relay optics
    12.81 kW
  5. 05
    After assumed path transmission
    12.81 kW
  6. 06
    Captured optical power
    2.15 kW
  7. 07
    Useful electricity
    1.25 kW

Power decreases through conversion and incomplete capture. These are calculated values from the simplified model, not measured hardware performance.

Where every unit goes. How the routes compare.

All three practical scenario routes start with the same collector and the same incident sunlight. Bars show a common input of 100 kWh; the current power controls set each conversion ratio.

Edit all scenario inputs ↑

Current geometry: 1.5 m launch beam, 8 m receiver, 12,000 km range, 0.5 µrad per-axis pointing jitter. The collector efficiency of 32% is an input assumption, not a commercial-panel benchmark.

What-if controls update the same scenario. Receiver diameter is capped at 30 m. These are assumptions to explore, not promises about hardware.

Sunlight not converted to electricity68.00 kWh
Laser conversion losses14.40 kWh
Launch / relay optics losses0.88 kWh
Assumed path absorption / scatter0.00 kWh
Light outside the receiver13.91 kWh
Receiver conversion losses1.18 kWh
Useful receiver electricity1.63 kWh

Unrounded input = all listed destinations. Numerical balance error: 1.5e-11 W. Rounded labels may not total exactly 100 kWh.

Useful output for the same 100 kWh of incident sunlight
RouteOutputSame input scale
Direct PV electricityCollector output at a co-located electrical bus; wiring, inverter and auxiliary losses omitted.32.00 kWh
PV with a local storage cycleSame bus with assumed 90% charging × 90% discharge. This is a declared baseline, not a battery product rating.25.92 kWh
Current laser routeSame collector plus laser, optics, path, finite receiver, pointing jitter and receiver conversion.1.63 kWh
Perfect capture, same conversionsUpper bound for this component chain if the receiver catches all arriving light. A design target, not demonstrated hardware.9.70 kWh

Direct electricity and local storage require the source to be at the load or connected electrically. A remote laser link serves a different location. This table compares energy conversions; it does not make their range, mass, reliability or infrastructure equivalent.

Conventional generator context: a different energy input

For fuel-based generation, efficiency uses thermal fuel input, not incident sunlight or emitted laser light. Calculating 3412 Btu/kWh divided by the EIA’s 2025 tested heat rates gives approximately 45.3% for natural-gas combined cycle (7535 Btu/kWh), 34.0% for coal steam (10040), and 32.7% for nuclear steam (10443). These are capacity-weighted full-load test figures, not annual operating efficiencies or delivered grid electricity.

EIA Electric Power Annual, Table 8.2 · 2025 data, released 21 October 2026 ↗. These values give scale, but cannot establish a Qalice advantage across unlike energy sources. Qalice has no measured hardware efficiency dataset yet.

Why quantum math does not remove the conversion losses

A photon carries E = hc/λ. For the selected wavelength, E = 1.867e-19 J. The modeled launched and captured photon rates are 6.862e+22 /s and 1.153e+22 /s, before receiver conversion.

Photons that miss the receiver still carry energy. Conversion losses may become heat or leave through other channels. The ledger conserves energy; useful electrical power still decreases. Qalice’s conditional-scattering model studies quantum states and routing. It does not supply an energy-gain multiplier or evidence of a lossless power link.

Model equations, assumptions & research priorities

For an ideal Gaussian beam, w₀ = launch diameter/2, θ = λ/(πw₀), and w²(R) = w₀² + (θR)². Zero-mean Gaussian pointing jitter with per-axis angular standard deviation σθ gives the time-averaged envelope w̄² = w² + 4(Rσθ)². For a centered circular receiver of radius a, captured fraction = 1 − exp(−2a²/w̄²).

The launch diameter is an intensity 1/e² diameter, not a hard telescope aperture. The model assumes an ideal Gaussian profile (M² = 1), no static pointing bias or aperture truncation, and the declared combined optical efficiency. It omits non-Gaussian structure, time-correlated pointing, turbulence, wavefront error, receiver incidence angles, tracking availability and component temperature dependence. The jitter result is an average, not a minimum-power guarantee.

Newport: Gaussian beam optics · Khwaja & Reza: finite-aperture Gaussian transmission · DOE: photovoltaic conversion efficiency.

To reduce losses, measure electrical-to-optical efficiency, beam profile and pointing statistics, optical throughput and receiver efficiency at the actual wavelength, flux and temperature. Compare receiver sizing and tracking under matched conditions. Use those measured inputs before claiming an improvement over conventional delivery.

What would it take to keep the power on?

Use the delivered electrical power from this scenario to explore a steady load, interruptions and storage.

Scenario energy balance
Current link output when on
1.25 kW
Required output when on
0.65 kW
Minimum usable stored energy
6.67 kWh

The declared link meets this average energy requirement. Storage still needs the interruption reserve shown above.

Equations & limitations

Let L be the continuous electrical load and a the fraction of time the source is available. Required online delivery = L[1 + (1−a)/(aηchargeηdischarge)]. Usable stored energy for an interruption of t hours = Lt/(1000ηdischarge) kWh. Charge and discharge efficiencies are each assumed 90%.

Availability sets the long-run energy balance; the design interruption is a separate worst-case reserve input. This omits battery aging, depth-of-discharge limits, storage self-discharge, auxiliaries, charge-rate constraints and orbital scheduling. Usable energy is not nameplate battery capacity. Meeting this budget does not guarantee continuous service.

Research model only. Outputs are not a mission design, mineral composition estimate, financial valuation, navigation solution, or operational safety case. NASA/JPL supplies object and orbital context; Qalice performs the optical-energy calculations.

Context comes from observations. Scenarios come from assumptions.

The Resource Atlas keeps those two things visible. A published body radius is a source fact. An accessible resource fraction, recovery rate or future price is a scenario input.

How to read the resource scenarios

The tool calculates a user-defined extraction site. It does not establish a celestial body’s reserves, mission feasibility or commercial value. Exoplanet mode is remote observational context, not evidence of accessible resources.

Use the source links to check the original observations. Treat process energy, cost, composition and recoverable mass as assumptions until independently supported.

03

Qalice Astro · evidence-separated scenario lab

Resource Atlas.

Explore extraction scenarios across the Solar System and compare them with observational records from another star system.

System mode
NASA dataObserved and published
→
Qalice assumptionsUser-controlled scenario
→
Modeled outputCalculation, not a reserve
Solar System context

Polar volatile and regolith-processing scenario

Schematic context · not to scale or a navigation solution
Published reference
Source record
Source
NASA Science · Moon Facts
Mean radius
1,737.5 km
Distance context
384,400 km from Earth
NASA API key
Not required by this source

Published NASA context. Local site composition still requires mission measurements.

Open primary NASA source ↗

This tool values a user-defined extraction site, never an entire world. NASA records supply physical or observational context; composition, accessible mass, recovery, price, energy, logistics, and all modeled outputs are Qalice scenario assumptions. Exoplanet mode is remote observation only and is not evidence of extractable resources.

Same principles. Different mission questions.

Compare three illustrative contexts. Their distances are context, not the modeled range in the lab above.

CONCEPTUAL MISSION CONTEXT

Telemetry and process-energy scenarios

A candidate local network could coordinate equipment and explore energy delivery. The resource and throughput calculations remain scenario assumptions.

Distance context
Mission dependent
Candidate optical path
Source craft → candidate relay → operations node
Review focus
Acquisition, geometry and receiver heat

Where mission teams could use these studies.

Useful research starts with a real question. These are potential applications and discussion areas, with the next validation step kept in view.

03

Aerospace & mission operations

What actually reaches the far end of an optical link?

What we can study now

Explore classical energy conversion, geometric capture and heat in Astro. Discuss receiver size, aperture and range before proposing a mission.

Before an operational claim

Pointing, orbital geometry, availability, component qualification and measured receiver behavior.

Read a public example in the wider field: NASA/JPL: optical communications ↗
04

Photonics & scientific instruments

What can we assemble, measure and improve?

What we can study now

Review mechanical interfaces, editable mounts, component records and calculation inputs. Identify missing specifications before fabrication.

Before an operational claim

Independent design review, tolerances, alignment, detector electronics and a documented measurement procedure.

Read a public example in the wider field: Primary research: atom-array optical switching ↗
01

Quantum networking & telecom

How do light, loss and classical coordination fit together?

What we can study now

Compare node interfaces, transmission assumptions and link budgets. Give researchers a reproducible starting point for a protocol discussion.

Before an operational claim

A validated light–matter model, entanglement measurements and an interoperable physical testbed.

Read a public example in the wider field: QphoX: optical quantum interconnects ↗

Named organizations are independent examples in the wider field, not Qalice customers, partners or endorsers. These application hypotheses are not demonstrated Qalice outcomes.

A research program, built over time.

Qalice’s project history and the publication dates of independent studies are different records. Later literature informs revisions of the original program.

  1. Research begins

    Start of Qalice’s research program, as reported by its founder. This date does not establish priority for later published quantum-mirror protocols.

  2. Whitepaper revision

    The 21-page Quantum-Mirror Network Architecture edition formalizes node roles, physical assumptions, prior art and a staged validation plan.

    Read the July edition ↗
  3. Models & evidence update

    Resource-to-light pathways, a continuity budget and contextual NASA research make the next engineering questions explicit.

    Read the research addendum ↗

Understand what the evidence supports.

Astro is part of Qalice’s long-term research program. It uses classical optical and energy models; a quantum-mirror protocol is a separate research question.

WIDER FIELD

Established techniques

Optical communications and laser ranging provide context for the research. They do not establish a deployed Qalice system.

External research and operating systems
QALICE MODEL

Inspectable calculations

Conversion chains, beam geometry and resource scenarios help expose assumptions and sensitivity.

Software models; validation required
RESEARCH HORIZON

Future infrastructure

Large-scale power links and resource operations need mission-specific engineering, governance and physical tests.

Conceptual architecture
For mission and industry teams: what a next review should cover

Declare source power, wavelength, aperture, beam profile, acquisition and tracking errors, operating range, receiver area and conversion efficiency. Include availability, rejected heat, mass, infrastructure and fail-safe behavior.

Compare the simplified model with an appropriate solver and measured component data. A complete design must also resolve orbital geometry, site conditions, transport, operations and qualification.

Read the Qalice whitepaper and inspect the current engineering sources.

Keep exploring.

01
Qalice’s quantum researchThe broader idea, its assumptions and current development
02
Engineering StudioPreliminary electronics, mechanical CAD and local calculations
03
Methods and referencesFollow the architecture back to the research record