Resolved Questions

Research questions that have been resolved or partially resolved, with summaries of findings and their implications for the project.

Resolution Progress

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Resolution Timeline

Feb 13, 2026 - Phase 1
Argon/krypton propellant viability for Hall thrusters
Partially Resolved via Industry Data

SpaceX Starlink V2 Mini satellites operationally deploy argon-fueled Hall thrusters at constellation scale, achieving 2.4x thrust and 1.5x Isp over previous krypton thrusters. Argon costs $7-15/kg vs xenon at $5,000-12,000/kg. Krypton-primary/argon-fallback strategy validated for Project Dyson orbital tugs.

Feb 10, 2026 - Phase 1
Large-scale membrane deployment dynamics at 1 km scale
Partially Resolved via Simulation

Pre-computed FEA eigenvalue analysis reveals tighter flutter margins than the initial analytical model predicted. At 1 N/m tension: 500m membranes are 'marginal' (1.58× margin), 1000m enters flutter regime (0.79× margin). Membranes ≥500m require ≥3 N/m tension or spin stabilization (≥0.2 RPM) for full stability. Smaller membranes (≤400m) remain stable at 1 N/m.

Feb 10, 2026 - Phase 1
Machine learning trajectory optimization for swarm deployment sequencing
Partially Resolved via Simulation

Batch deployment strategy wins 100% of Monte Carlo runs, deploying 48% of 500 units within 50 km/s ΔV budget (vs 32% for sequential). NN retrained on deployment regime (0.9-1.1 AU, val MSE 0.0005) produces accurate estimates (~155 m/s for L1→slot) but NN-guided strategy still matches sequential because all slots share the same orbital radius — the NN can't differentiate targets when the only variable is angular phasing.

Feb 10, 2026 - Phase 2
Thermal warping effects on large membranes
Resolved via Simulation

Monte Carlo simulation shows thermal warping is fully suppressed at tensions ≥0.5 N/m for all membrane areas up to 1,000,000 m² at 0.5 AU. The critical tension threshold is ~0.11 N/m. Standard boom-tensioned architectures (≥1 N/m) make this a non-issue. Electrostatic stiffening is not needed.

Feb 10, 2026 -
Thermodynamic cascade efficiency limits in nested Matrioshka shells
Resolved via Simulation

Monte Carlo cascade simulation shows 4 shells achieve 50.8% total efficiency extracting 1.94×10²⁶ W. 7 shells reaches 56.5% but with diminishing returns. TPV conversion efficiency is the dominant lever: improving from 20% to 50% of Carnot doubles system efficiency from 31.6% to 65.8%.

Resolved Questions (17)

Partially Resolved
Partially Resolved
Simulation High
Answered

Machine learning trajectory optimization for swarm deployment sequencing

The Global Trajectory Optimization Competition 11 (GTOC 11) challenged teams to design optimal deployment strategies for a Dyson ring of collector stations around the Sun. The winning solutions (documented in arxiv 2205.10124) demonstrated that machine learning approaches, particularly neural net...

Partially Resolved
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Simulation Critical
Answered

Thermodynamic cascade efficiency limits in nested Matrioshka shells

The Matrioshka brain architecture relies on a thermodynamic cascade where each nested shell operates at a successively lower temperature, harvesting waste heat from inner layers to power additional computation. The theoretical foundation assumes near-ideal thermophotovoltaic (TPV) energy conversi...

Resolved
Simulation Critical
Answered

Self-replication closure threshold for autonomous manufacturing foundries

The Matrioshka brain construction timeline depends critically on self-replicating manufacturing foundries that can exponentially expand production capacity. The consensus target is >=96% mass closure—meaning 96% of a foundry's mass can be produced by an identical foundry using only in-situ resour...

Resolved
Simulation Critical
Answered

Shkadov mirror standoff distance optimization: 0.1 AU vs 1.0 AU trade study

The Shkadov mirror array uses reflected solar radiation to produce net thrust on the Sun. The mirror elements operate at a "statite" equilibrium point where radiation pressure exactly balances gravitational attraction. The standoff distance—how far from the Sun this equilibrium occurs—is a critic...

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