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Visual research archive

Results gallery.

From survey experiments to the original concept figures. Browse every published image, open the full-size original, and read the assumptions behind each result.

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Unique images
37
Original archive figures
17
Published source paths
44
Exact original assets
4.44 MiB

Original labels are kept intact. Captions explain the concept; interpretation details distinguish recorded results, historical assumptions, and limitations. Images are not cropped or regenerated.

Terrain survey3Paired separation2Obstacle missions4Imperfect state4Adaptation & generalization3Historical autonomy3Historical learning3Historical EM illustrations11Historical smoke benchmark4

Terrain survey

Reference elevation, reconstruction error, and isolated stresses.

Categories ↑
Three Colorado reference fields. Downloaded elevation patches supply the scalar survey reference, not the drone result.
PNG · 2250 × 70598.0 KiB

Three Colorado reference fields

Downloaded elevation patches supply the scalar survey reference, not the drone result.

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Interpretation & provenance for Three Colorado reference fields

Metres, north up and east right; each panel has its own colour scale. These small smoothed DEM patches are not an obstacle or hazard model. Initial and final publications repeat the same cases, not additional independent samples.

Byte-identical source aliases

One image is shown for these exact-byte copies. They do not add independent experimental evidence.

  • reports/terrain_local/terrain_fields.png
  • reports/terrain_initial/terrain_fields.png

SHA-256 · original and download

392d51e0231f0e78f45a09960a3ce4e9f90e75f19e0eb48842b1a252e6a6a7f5
Nominal reconstruction error. Systematic sweeping has the lowest mean normalized map error on these three fixed patches.
PNG · 2250 × 79561.4 KiB

Nominal reconstruction error

Systematic sweeping has the lowest mean normalized map error on these three fixed patches.

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Interpretation & provenance for Nominal reconstruction error

Horizontal whiskers are unadjusted 95% intervals over eight seeds per patch, not sensor-accuracy bounds. Formal comparisons use paired differences. Lawnmower separation failures remain: better reconstruction does not imply safe motion. The initial copy is a development rerun, not extra evidence.

Byte-identical source aliases

One image is shown for these exact-byte copies. They do not add independent experimental evidence.

  • reports/terrain_local/nominal_comparison.png
  • reports/terrain_initial/nominal_comparison.png

SHA-256 · original and download

a767e411ee4ed581c895a38aabaaf18bafb7ed7c982ac7fcc41d4a37782aa1f3
Isolated stress effects. Heatmaps show matched-seed stressed minus nominal RMSE for each policy and patch.
PNG · 2700 × 990183.0 KiB

Isolated stress effects

Heatmaps show matched-seed stressed minus nominal RMSE for each policy and patch.

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Interpretation & provenance for Isolated stress effects

Positive means higher error; negative means lower error. Colours show mean magnitudes, not significance. Eight-seed descriptive intervals can span zero, and near-zero means can hide failures. Stresses are one-factor changes, not measured aircraft conditions or a stress-interaction study. Initial/local images are duplicate publications.

Byte-identical source aliases

One image is shown for these exact-byte copies. They do not add independent experimental evidence.

  • reports/terrain_local/stress_effects.png
  • reports/terrain_initial/stress_effects.png

SHA-256 · original and download

2dc39b020655f980ac6b56b884ab4a01829c36e0b4f015534f25400a01821f54

Paired separation

Projected versus legacy motion on matched synthetic fields.

Categories ↑
Separation and observed-area trade-offs. Paired projected-minus-legacy differences relate minimum separation to physically observed area.
PNG · 1950 × 1500151.3 KiB

Separation and observed-area trade-offs

Paired projected-minus-legacy differences relate minimum separation to physically observed area.

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Interpretation & provenance for Separation and observed-area trade-offs

Eight paired seeds per policy and condition; 95% Student-t intervals are small-sample descriptive summaries, not a pooled superiority test. Overlapping marks at zero are retained. Projection uses centralized true state and current wind; ten uncertified steps remain despite zero audited projected collisions.

Original source file

  • reports/separation_local/main/paired_separation_area.png

SHA-256 · original and download

50d4e0b2e7617274845c4347e11750b9b60e65aedabfcf9c65fb2a89825c6c38
Selected low-separation trajectories. Full paired paths and separation histories expose the lowest legacy swept minimum in each condition.
PNG · 2250 × 2550533.1 KiB

Selected low-separation trajectories

Full paired paths and separation histories expose the lowest legacy swept minimum in each condition.

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Interpretation & provenance for Selected low-separation trajectories

These cases are descriptively selected by the lowest legacy minimum (ties by policy and seed), not random representative flights or additional trials. Collisions count pair-steps below 5 m, not unique crashes. Separate terrain regression seeds 2106/2107 are not part of the 448-episode study.

Original source file

  • reports/separation_local/main/failure_trajectories.png

SHA-256 · original and download

9e7d7b0ed1cf481e919f94b82ad14ac928b8fe2c1944d11e9ef49249807b7b93

Obstacle missions

Mission completion, route geometry, and published adversarial audits.

Categories ↑
Mission outcomes across layouts. Three planners encounter open space, clutter, corridors, unreachable goals, and a thin wall.
PNG · 1430 × 104057.2 KiB

Mission outcomes across layouts

Three planners encounter open space, clutter, corridors, unreachable goals, and a thin wall.

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Interpretation & provenance for Mission outcomes across layouts

All 1,440 agent missions remain in the denominator: completed, unreachable, and timed out. Zero collisions or zero motion alone is not mission success; recovery can reduce completion. Exact state and known geometry; seeds vary mapping, not motion geometry. Full and hardened runs repeat the same cases, not independent geometric trials.

Byte-identical source aliases

One image is shown for these exact-byte copies. They do not add independent experimental evidence.

  • reports/obstacle_missions/hardened/comparison.png
  • reports/obstacle_missions/full/comparison.png

SHA-256 · original and download

bcd44a8a45e13076977e532afbc74c05eb3334b5a3b143e2bf000f247eb98e71
Routes, reservations, and deadlocks. Representative trajectories show how routing and priority recovery change mission paths.
PNG · 1560 × 2340214.0 KiB

Routes, reservations, and deadlocks

Representative trajectories show how routing and priority recovery change mission paths.

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Interpretation & provenance for Routes, reservations, and deadlocks

A route corner or fast goal crossing is not completion: both ordered waypoints must be reached within 0.30 m at at most 0.15 m/s. Reservations are a heuristic, not a prediction or recursive-feasibility proof. Exact state and known geometry; seeds vary mapping, not motion geometry. Full and hardened runs repeat the same cases, not independent geometric trials.

Byte-identical source aliases

One image is shown for these exact-byte copies. They do not add independent experimental evidence.

  • reports/obstacle_missions/hardened/trajectories.png
  • reports/obstacle_missions/full/trajectories.png

SHA-256 · original and download

c6cc8c29434dd58fe049ec7d66f80dcb98b10ce47eef9585915a0621dcd76997
Continuous thin-wall audit. Swept-segment geometry detects a wall crossing that endpoint-only checks can miss.
PNG · 1430 × 65062.2 KiB

Continuous thin-wall audit

Swept-segment geometry detects a wall crossing that endpoint-only checks can miss.

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Interpretation & provenance for Continuous thin-wall audit

The wall is 0.02 m thick, below map-grid spacing. This deliberately published adversarial geometry audit is retained, unlike incidental test-fixture images. It is not an extra mission episode or a claim of perception through obstacles. Exact state and known geometry; seeds vary mapping, not motion geometry. Full and hardened runs repeat the same cases, not independent geometric trials.

Byte-identical source aliases

One image is shown for these exact-byte copies. They do not add independent experimental evidence.

  • reports/obstacle_missions/hardened/thin_wall_audit.png
  • reports/obstacle_missions/full/thin_wall_audit.png

SHA-256 · original and download

cd11df2a3fbb9d109501b57ad92a195bbf6baecd74f225ae0dea68233ae42227
Where bounded braking fails. Published adversarial cases retain wall, boundary, and pair violations during fallback braking.
PNG · 1560 × 1300106.0 KiB

Where bounded braking fails

Published adversarial cases retain wall, boundary, and pair violations during fallback braking.

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Interpretation & provenance for Where bounded braking fails

Actuator-bounded braking is not guaranteed safe. Infeasible initial conditions and forced solver failure can still produce collisions; no clipping or position repair erases them. These audit cases are separate from the 240-episode denominator. Full/hardened copies are byte-identical.

Byte-identical source aliases

One image is shown for these exact-byte copies. They do not add independent experimental evidence.

  • reports/obstacle_missions/hardened/braking_audit.png
  • reports/obstacle_missions/full/braking_audit.png

SHA-256 · original and download

beca1f81a58d7d2dcc8b19a644fe6c85274d71f531a6f884d936a824459a45ff

Imperfect state

What changes when navigation and commands are uncertain or delayed.

Categories ↑
Collision exposure under imperfect state. Oracle, naive, and uncertainty-aware controllers are compared across six sensing and transport conditions.
SVG · 940 × 4403.4 KiB

Collision exposure under imperfect state

Oracle, naive, and uncertainty-aware controllers are compared across six sensing and transport conditions.

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Interpretation & provenance for Collision exposure under imperfect state

Swept pair-step collisions are repeated exposures, not unique crashes. Sixteen seeds per stratum are not a population safety estimate. The aware controller still collides; an uncertainty model and bounded braking do not establish safe stopping or flight readiness.

Original source file

  • reports/imperfect_state/figures/collisions.svg

SHA-256 · original and download

b3779d596d3ef44e52d6c826c773b0dc4caa4128f0bf988b8e6af24338c6c335
True footprint coverage. Coverage records the fraction of 1,024 grid cells visited in each simulated episode.
SVG · 940 × 4403.5 KiB

True footprint coverage

Coverage records the fraction of 1,024 grid cells visited in each simulated episode.

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Interpretation & provenance for True footprint coverage

This is evaluator true footprint coverage, not communicated evidence, calibrated mapping confidence, or a planner input. Safety and progress must be considered together; conservative stationary behavior can look safe while surveying little.

Original source file

  • reports/imperfect_state/figures/coverage.svg

SHA-256 · original and download

3ca591d82b251a41f9c1f796fa4ee7dd3e5275b142829f77c2b315fb771878e2
Fallback demand. Mean fallback agent-steps reveal how often the controller cannot accept a nominal command.
SVG · 940 × 4403.4 KiB

Fallback demand

Mean fallback agent-steps reveal how often the controller cannot accept a nominal command.

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Interpretation & provenance for Fallback demand

Each episode has 768 agent-step opportunities (six agents × 128 steps), not 768 independent trials. Missing or stale state can trigger uncertified braking, and dropped commands can change what executes. Fallback counts are neither collision counts nor safety certificates.

Original source file

  • reports/imperfect_state/figures/fallback.svg

SHA-256 · original and download

8ed3256aa0deaed8a00926213eae886c448919f6506fc22b681c1e4908508be4
Mission progress with delayed information. Goal-distance progress tests whether reduced collision exposure comes at the cost of stalled missions.
SVG · 940 × 4403.5 KiB

Mission progress with delayed information

Goal-distance progress tests whether reduced collision exposure comes at the cost of stalled missions.

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Interpretation & provenance for Mission progress with delayed information

Progress is mean 1 − final distance / initial distance, without clipping, not the fraction of agents completing a mission. Latency and combined conditions can stall the aware controller. The independent Euler point-agent model does not validate the older field planner.

Original source file

  • reports/imperfect_state/figures/mission_progress.svg

SHA-256 · original and download

4ed86a907e31e3286cbbfaa68391d8054f7683626b99a6e6bde541bcb1c99cd8

Adaptation & generalization

New terrain splits and a frozen candidate against systematic baselines.

Categories ↑
Nine new terrain patches. Coordinate-defined USGS patches form disjoint train, validation, and test location splits.
SVG · 900 × 960615.7 KiB

Nine new terrain patches

Coordinate-defined USGS patches form disjoint train, validation, and test location splits.

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Interpretation & provenance for Nine new terrain patches

North-up elevation is normalized independently per patch. The 100 m span and 32-pixel output do not establish native resolution or sensor accuracy. Convenience coordinates are not sampled ecology classes; three test geographies cannot demonstrate nationwide transfer.

Original source file

  • reports/adaptation_generalization/figures/terrain.svg

SHA-256 · original and download

a062b120e53db02241978c63325fde1f2c7a49e818e73a27eab038e274dc0540
Held-out reconstruction by horizon. All five policies are compared on each test location at full and limited mission horizons.
SVG · 1000 × 9206.7 KiB

Held-out reconstruction by horizon

All five policies are compared on each test location at full and limited mission horizons.

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Interpretation & provenance for Held-out reconstruction by horizon

Bars are within-location means across sixteen seeds; lower normalized RMSE is better. They are not pooled geographic estimates or real drone accuracy. The selected candidate has worse mean error than lawnmower at all three limited-time locations. Missing outcomes are never zero.

Original source file

  • reports/adaptation_generalization/figures/rmse.svg

SHA-256 · original and download

09b45f589bbd521168b4e25d7c20fb44e437ce05a8677630b9292887a0c120b5
Selected policy versus lawnmower. Paired RMSE differences show why the frozen candidate was not promoted in any of six test cells.
SVG · 1000 × 5803.3 KiB

Selected policy versus lawnmower

Paired RMSE differences show why the frozen candidate was not promoted in any of six test cells.

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Interpretation & provenance for Selected policy versus lawnmower

Negative favors selected. Segments are descriptive two-sided t95 intervals; triangles are six-cell Bonferroni one-sided upper bounds used for promotion. No promotion bound is below zero. Seed intervals are conditional on each fixed location, not geographic confidence bounds.

Original source file

  • reports/adaptation_generalization/figures/paired.svg

SHA-256 · original and download

9ccbde979f641c638083fa7b44a114792262adb3fa46d56264e6619913b4380a

Historical autonomy

Original concept diagrams and shared-map toy-model results.

Categories ↑
Archived autonomy loop. A concept diagram connects observation, sharing, planning, assignment, control, and a small bandit.
PNG · 1644 × 1017157.5 KiB

Archived autonomy loop

A concept diagram connects observation, sharing, planning, assignment, control, and a small bandit.

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Interpretation & provenance for Archived autonomy loop

Architecture illustration, not a measured result or current execution trace. Historical mesh consensus lowered uncertainty without new evidence; safe coverage and improvement were aspirations. The diagram does not implement ROS, PX4, SLAM, deep RL, or a validated deployment interface.

Original source file

  • assets/figures/autonomy/autonomy_algorithm_stack.png

SHA-256 · original and download

340808e422f153dce1ab4c0acc5d347dbb8734c4b82dcb690f07853c4954cfcd
Archived shared-map dashboard. Six panels record a synthetic mission field, shared belief, uncertainty, graph diagnostics, and bandit choices.
PNG · 2356 × 1571278.3 KiB

Archived shared-map dashboard

Six panels record a synthetic mission field, shared belief, uncertainty, graph diagnostics, and bandit choices.

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Interpretation & provenance for Archived shared-map dashboard

The historical graph update invented confidence without sensing. The 0.964 confidence score is obsolete, not 96.4% observed area or calibrated probability; zero legacy collision pressure is not safety evidence. All drones wrote one shared map, so its no-consensus ablation did not isolate information.

Original source file

  • assets/figures/autonomy/autonomy_swarm_simulation.png

SHA-256 · original and download

3a4b72977aa268124a0ebdd472f7b169cd9719ce32cbecca30b5dac31f5e3ffd
Archived online parameter choices. Legacy reward, confidence, motion cost, and option values describe one changing episode.
PNG · 1904 × 1257166.9 KiB

Archived online parameter choices

Legacy reward, confidence, motion cost, and option values describe one changing episode.

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Interpretation & provenance for Archived online parameter choices

The confidence curve includes the flawed graph-based boost. Reward is not the rewritten-core objective; mean squared speed is not joules. No controlled multi-seed comparison or held-out learning gain is established by estimated bandit values.

Original source file

  • assets/figures/autonomy/autonomy_learning_metrics.png

SHA-256 · original and download

767794fdda902502b37595b62c80cee5f934709e9f5e8088592a49aa24a945c6

Historical learning

Archived correction-loop concepts with privileged simulated information.

Categories ↑
Archived learning concept. Drawn telemetry and aggregation arrows illustrate a proposed correction loop.
PNG · 1972 × 1485152.0 KiB

Archived learning concept

Drawn telemetry and aggregation arrows illustrate a proposed correction loop.

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Interpretation & provenance for Archived learning concept

The 95% MSE reduction, 4–8× power, approximately 20 iterations, and 10 Hz labels are hardcoded drawing text, not measurements. No federated training, real telemetry, or demonstrated EM improvement is implemented by this diagram.

Original source file

  • assets/figures/learning/live_learning_architecture.png

SHA-256 · original and download

5536963d8d7f889b592ed6bc9b32609c79fd6266f56c4ecfae39125a6afb9f73
Privileged-residual correction loop. A toy update adjusts synthetic phase errors using the true residual plus noise.
PNG · 2384 × 1535256.1 KiB

Privileged-residual correction loop

A toy update adjusts synthetic phase errors using the true residual plus noise.

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Interpretation & provenance for Privileged-residual correction loop

The update directly sees ground truth; it does not infer hidden errors from sensors or aggregate locally trained models. MSE is recorded before each update; the so-called peak-power value is one near-center scalar sample after the update, not a spatial or temporal peak or validated weapon performance.

Original source file

  • assets/figures/learning/live_swarm_learning_results.png

SHA-256 · original and download

77dddf20124249cd5a3edd44f872f3f4ece99d26b59683a5128e3182f2e237ed
Animation initialization still. The saved animation setup places synthetic errors beside the initial field and correction state.
PNG · 2250 × 75064.7 KiB

Animation initialization still

The saved animation setup places synthetic errors beside the initial field and correction state.

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Interpretation & provenance for Animation initialization still

Saved before deliberate advancement to a converged iteration. Draw callbacks may affect the first update, but a static initialization frame is not convergence evidence. Later animation callbacks do not make this image a completed learning result.

Original source file

  • assets/figures/learning/live_learning_animation_frame.png

SHA-256 · original and download

02daa3d53c5bb4535abda05cf47b67aa05aed80ec1973e67b04fe679c0f5eaec

Historical EM illustrations

Reduced-order illustrations, not full-wave validation or weapon performance.

Categories ↑
Radial scalar superposition. Peaks and troughs illustrate signed addition under prescribed source geometry and delays.
PNG · 1000 × 60029.0 KiB

Radial scalar superposition

Peaks and troughs illustrate signed addition under prescribed source geometry and delays.

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Interpretation & provenance for Radial scalar superposition

The ordinate is a model field value, not intensity or delivered energy. A radial scalar model omits polarization, realistic sources, materials, and full boundary conditions. Historical reduced-order illustration, not a validated full-wave solver, hardware measurement, or weapon-performance result. Baked-in titles and physical-unit labels are preserved, not endorsed.

Original source file

  • assets/figures/electromagnetic/concentric_interference.png

SHA-256 · original and download

6da1d90cbb89d33d852c6a4a027a0740688acc869b7f84410264f1c0d8ce1fda
Imposed hexagonal symmetry. A center source and six surrounding sources produce a symmetric signed scalar pattern.
PNG · 800 × 800183.2 KiB

Imposed hexagonal symmetry

A center source and six surrounding sources produce a symmetric signed scalar pattern.

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Interpretation & provenance for Imposed hexagonal symmetry

Symmetry comes from the chosen layout. The resonator title does not establish a physical resonant mode or measured amplification; antenna patterns and material boundary conditions are absent. Historical reduced-order illustration, not a validated full-wave solver, hardware measurement, or weapon-performance result. Baked-in titles and physical-unit labels are preserved, not endorsed.

Original source file

  • assets/figures/electromagnetic/hexagonal_resonator.png

SHA-256 · original and download

7743dd2b29569f14dfbef30b5c97cff8e8c5c06ce1b0fc79fcd8d59e4aa3f526
Layered sources and a field slice. A three-dimensional source arrangement is shown beside a scalar field slice at z = 0.
PNG · 1200 × 500121.2 KiB

Layered sources and a field slice

A three-dimensional source arrangement is shown beside a scalar field slice at z = 0.

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Interpretation & provenance for Layered sources and a field slice

A 3D layout and 2D slice are not a 3D Maxwell FDTD/FEM solution or validated formation-to-field performance. Historical reduced-order illustration, not a validated full-wave solver, hardware measurement, or weapon-performance result. Baked-in titles and physical-unit labels are preserved, not endorsed.

Original source file

  • assets/figures/electromagnetic/emp_3d_simulation.png

SHA-256 · original and download

3e72ea52aa8b085c1f7eccda0eb0981ae9a4b6e553c70a1fd6d8c60e66170104
Prescribed formation demo. Moving point agents approach chosen formation slots beside a target-plane scalar pattern.
PNG · 1200 × 60082.2 KiB

Prescribed formation demo

Moving point agents approach chosen formation slots beside a target-plane scalar pattern.

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Interpretation & provenance for Prescribed formation demo

A designated later animation frame alone is not a convergence test. Point-agent motion is not an aircraft dynamics model or collision-safe controller, and the field is unrelated to current survey metrics. Historical reduced-order illustration, not a validated full-wave solver, hardware measurement, or weapon-performance result. Baked-in titles and physical-unit labels are preserved, not endorsed.

Original source file

  • assets/figures/electromagnetic/drone_swarm_resonance.png

SHA-256 · original and download

cb92ec1d707203436c25f27084d3ccad67908e4e844be3a024aed83424638e8e
Archived formation orchestration. A moving reference, linear assignment, prescribed slots, and simplified PID-style motion share one visualization.
PNG · 1200 × 60087.3 KiB

Archived formation orchestration

A moving reference, linear assignment, prescribed slots, and simplified PID-style motion share one visualization.

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Interpretation & provenance for Archived formation orchestration

Assignment minimizes only the selected cost matrix, not total flight energy or safety. The final image proves neither convergence nor tracking guarantees; there is no validated aerodynamic or actuator model. Historical reduced-order illustration, not a validated full-wave solver, hardware measurement, or weapon-performance result. Baked-in titles and physical-unit labels are preserved, not endorsed.

Original source file

  • assets/figures/electromagnetic/swarm_orchestration_final.png

SHA-256 · original and download

170ab2816e0ef35b203e671c81aae25a992fa368a5d020fd98482815bfcf0e0a
Synthetic timing-jitter comparison. Two scalar pulse-field evaluations compare zero jitter with a synthetic 500 ps jitter setting.
PNG · 1500 × 600481.2 KiB

Synthetic timing-jitter comparison

Two scalar pulse-field evaluations compare zero jitter with a synthetic 500 ps jitter setting.

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Interpretation & provenance for Synthetic timing-jitter comparison

Each panel has its own automatic colour scale. The fixed evaluation time is not established as the center temporal peak, and the Real-world Interference title is misleading. Two synthetic draws are not statistical robustness evidence or clock requirements. Historical reduced-order illustration, not a validated full-wave solver, hardware measurement, or weapon-performance result. Baked-in titles and physical-unit labels are preserved, not endorsed.

Original source file

  • assets/figures/electromagnetic/high_fidelity_interference.png

SHA-256 · original and download

70769d688019a6311cb15be9e1506c8d017e715eaa536b4b83bf9d1329b4ffef
Fixed-time jitter samples. The archived curve averages absolute target-field samples across synthetic jitter settings.
PNG · 1000 × 60039.0 KiB

Fixed-time jitter samples

The archived curve averages absolute target-field samples across synthetic jitter settings.

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Interpretation & provenance for Fixed-time jitter samples

Despite the Peak E-Field axis, fifty samples per setting are evaluated at one fixed late time, R/c + 5 ns; no temporal maximization occurs. There is no displayed uncertainty interval or measured hardware jitter tolerance. Historical reduced-order illustration, not a validated full-wave solver, hardware measurement, or weapon-performance result. Baked-in titles and physical-unit labels are preserved, not endorsed.

Original source file

  • assets/figures/electromagnetic/jitter_sensitivity.png

SHA-256 · original and download

2c33137808949507e4637c499546816701f9946c676a50add0a0fe267e9bcd90
Approximate vector superposition. Prescribed electric and magnetic contributions yield local field and flux magnitudes over sampled times.
PNG · 1000 × 80055.6 KiB

Approximate vector superposition

Prescribed electric and magnetic contributions yield local field and flux magnitudes over sampled times.

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Interpretation & provenance for Approximate vector superposition

The Full Physics title overstates scope: this is not a self-consistent Maxwell boundary-value solution. Near fields, coupling, materials, and energy conservation are unsolved. Errors are redrawn at each time; |E × H| is local flux magnitude, not total power or delivered energy. Dispersion helpers are not used in this plotting path. Historical reduced-order illustration, not a validated full-wave solver, hardware measurement, or weapon-performance result. Baked-in titles and physical-unit labels are preserved, not endorsed.

Original source file

  • assets/figures/electromagnetic/full_physics_resonance.png

SHA-256 · original and download

4848351658030c8f387938dda5f952291714a7d0a71db689cd6d3352390a5429
Assumed pulse-shape comparison. Two analytic pulse shapes compare imposed source-count-dependent widths and amplitudes.
PNG · 1000 × 60040.2 KiB

Assumed pulse-shape comparison

Two analytic pulse shapes compare imposed source-count-dependent widths and amplitudes.

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Interpretation & provenance for Assumed pulse-shape comparison

Narrowing is inserted into a formula, not emergent cooperative emission. There is no microscopic emitter model, coupling dynamics, consistent source-energy comparison, or demonstrated Dicke superradiance. Historical reduced-order illustration, not a validated full-wave solver, hardware measurement, or weapon-performance result. Baked-in titles and physical-unit labels are preserved, not endorsed.

Original source file

  • assets/figures/electromagnetic/superradiance_comparison.png

SHA-256 · original and download

563e94195699e9938354873e95bbc27c7f3a374a5caee0e8e824181ee4d448c6
Assumed source-count scaling. The plotted curves compare an N² quantity with an imposed (N + 1)² × N expression.
PNG · 1000 × 60047.6 KiB

Assumed source-count scaling

The plotted curves compare an N² quantity with an imposed (N + 1)² × N expression.

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Interpretation & provenance for Assumed source-count scaling

The extra N multiplier is arbitrary, not derived from energy-conserving integration or cooperative-emission physics. Integrated Peak does not describe a performed integration. The curve is not a physical scaling limit or basis for source-count requirements. Historical reduced-order illustration, not a validated full-wave solver, hardware measurement, or weapon-performance result. Baked-in titles and physical-unit labels are preserved, not endorsed.

Original source file

  • assets/figures/electromagnetic/scaling_limits.png

SHA-256 · original and download

f21dbc3b30cb4ae95f56594f3bed1fb76b47c5f2b297dfce53d62d912f258ed0
An imposed field cap. An additive toy field is clipped at a chosen nominal 3 MV/m threshold.
PNG · 1000 × 60044.5 KiB

An imposed field cap

An additive toy field is clipped at a chosen nominal 3 MV/m threshold.

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Interpretation & provenance for An imposed field cap

The shaded region and clipped line illustrate a rule, not plasma, discharge, or atmospheric propagation. Real breakdown depends on pressure, geometry, pulse duration, humidity, and other conditions; this is not a universal measured limit. Historical reduced-order illustration, not a validated full-wave solver, hardware measurement, or weapon-performance result. Baked-in titles and physical-unit labels are preserved, not endorsed.

Original source file

  • assets/figures/electromagnetic/air_breakdown_limit.png

SHA-256 · original and download

22a4f8458049b6e8621bd75dda62e679cba4f5c682a83083ee0fb8d00cfa9ea4

Historical smoke benchmark

Original three-seed development plots, separate from current study evidence.

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Original smoke coverage score. Three policy bars retain the original uncertainty-based end-of-episode comparison.
PNG · 1484 × 73236.9 KiB

Original smoke coverage score

Three policy bars retain the original uncertainty-based end-of-episode comparison.

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Interpretation & provenance for Original smoke coverage score

Final coverage here means 1 − mean uncertainty, not physically visited area or calibrated confidence. Do not compare its legacy shared-map score to current evidence-count coverage. Historical development smoke run: three seeds (42–44), eight agents, 60 steps. Error bars describe the original run spread, not a current-core confidence interval or flight validation.

Original source file

  • reports/plots/smoke_test_final_coverage.png

SHA-256 · original and download

d28e9ab469ef5d1e20713cb8cfd1c2505c4aa3e40133f2ddd2c81fc2a6d12ac9
Original smoke hotspot score. Policy bars compare the historical uncertainty-threshold score on synthetic high-value cells.
PNG · 1484 × 73242.4 KiB

Original smoke hotspot score

Policy bars compare the historical uncertainty-threshold score on synthetic high-value cells.

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Interpretation & provenance for Original smoke hotspot score

Hotspots detected refers to true top-risk cells whose uncertainty fell below a threshold, not real-object detection, precision/recall, or a civilian sensor benchmark. Historical development smoke run: three seeds (42–44), eight agents, 60 steps. Error bars describe the original run spread, not a current-core confidence interval or flight validation.

Original source file

  • reports/plots/smoke_test_hotspots.png

SHA-256 · original and download

5f7d8dbad026029f97044e075d76c0f8d9af8ec36575e89eaa3d2b0644973a63
Original smoke collision pressure. Close-separation counts expose the original random-walk baseline's higher event pressure.
PNG · 1484 × 73237.4 KiB

Original smoke collision pressure

Close-separation counts expose the original random-walk baseline's higher event pressure.

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Interpretation & provenance for Original smoke collision pressure

Legacy collision pressure is not the rewritten swept-segment safety audit and does not count distinct physical crashes. Lower pressure over three seeds does not prove safe control. Historical development smoke run: three seeds (42–44), eight agents, 60 steps. Error bars describe the original run spread, not a current-core confidence interval or flight validation.

Original source file

  • reports/plots/smoke_test_collision_pressure.png

SHA-256 · original and download

9f2f5a6bc8232271a4bdaa5a18af1f628999a6d271fcc97a6337924555b2c34e
Original smoke reward comparison. Total scalar reward combines the historical development benchmark's chosen objectives.
PNG · 1484 × 73235.1 KiB

Original smoke reward comparison

Total scalar reward combines the historical development benchmark's chosen objectives.

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Interpretation & provenance for Original smoke reward comparison

Reward is an internal aggregate, not a calibrated mission outcome, evidence of adaptive superiority, or comparable to a different core's reward definition. Historical development smoke run: three seeds (42–44), eight agents, 60 steps. Error bars describe the original run spread, not a current-core confidence interval or flight validation.

Original source file

  • reports/plots/smoke_test_total_reward.png

SHA-256 · original and download

442fea7c754eeb139fbbd2bfb31f0a1aa90f208429d8191a15b88374f0dd0d96

What this collection includes

All 17 original figures and all standalone published report images. Byte-identical publications share one image with every source path retained. Test fixtures, integration workspaces, archived source/runtime dependencies and vendor/cache trees are excluded. Published obstacle adversarial audit figures are included. No research simulations or charts are regenerated.

7 duplicate file copies are represented by provenance aliases: three terrain initial/local pairs and four obstacle full/hardened pairs. Every distinct published image remains visible.

Studies published without standalone images

These reports were checked too. Their tables, telemetry, or interactive plots are not replaced with newly generated research figures.

  • Guarded improvement

    Published as tables and JSON, with no standalone figure images. The baseline was retained; the hardened rerun is not a fresh blind test.

    • reports/improvement_local/hardened/study.json
    • reports/improvement_local/hardened/summary.md
  • Solver reliability

    Published as tables and JSON, with no standalone figure images. Fewer uncertified steps did not pass the physical-audit and progress/cost gates; the frozen controller was retained.

    • reports/solver_reliability/summary.json
    • reports/solver_reliability/report.md
  • PX4 flight stack

    Published as telemetry, tables, and an interactive viewer, with no standalone figure images. Independent SIH worlds are not shared-world swarm physics or hardware flights.

    • reports/flight_stack/summary.json
    • reports/flight_stack/report.md
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Multi-agent systems research.

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Python · PX4 · USGS 3DEP