r/GhostMesh48 • • 9h ago

OKay grandpa, time to go to bed

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66 Upvotes

Good luck enforcing this.


r/GhostMesh48 • • 8h ago

Apparently the US abandoned its own troops on the bases during the recent conflict

189 Upvotes

r/GhostMesh48 • • 19h ago

Pft drop in the bucket

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4.6k Upvotes

I should develop some space tech for Canada, representing the reasonable upper west up here in this bish.

Oh wait I already did... 5 months ago...

https://github.com/GhostMeshIO/Drops/blob/main/Space%20Technology%20Give%20away%20May%205th%202026.zip

'124x Patent Concept Overview.md' 'Anti Gravity' frameworks Needed 'Patents Tier 1-2.md' 'Patents - Tier 2.md' 'Patents Tier 3 - Defensive Publication.md' 'Patents Tier 4 - Defensive Publication - Research.md' 'Physics Data' 'Program Directives and Round 1.md' Prompts.md Propulsion 'Quantum Computing' 'Rare Earth Data' 'Rocket Reusability'

Ohh yeah we have a reusable rocket lab

https://codeberg.org/TaoishTechy/samsara_vrl

SAMSARA — Virtual Rocket Laboratory (VRL)

SAMSARA — 虚拟火箭实验室

![Much Rockets, Very Moon](https://i.imgur.com/RJWjAUS.png)

Science-grade Adaptive Multiphysics System for Autonomous Reusable Aerospace Research

科学级自适应多物理场系统 — 自主可复用航空航天研究

![Codeberg](https://img.shields.io/badge/Codeberg-samsara_vrl-blue.svg) ![Version](https://img.shields.io/badge/version-2.3.0-green.svg) [![License](https://img.shields.io/badge/license-MIT-blue.svg)](LICENSE) ![Python](https://img.shields.io/badge/python-3.11+-blue.svg) ![V0-V7](https://img.shields.io/badge/verification-V0--V7%20pass-brightgreen.svg)

Version: 2.3.0 — Samsara Architecture + G-Engine v5.0 / 版本:2.3.0 — Samsara 架构 + G-Engine v5.0 Status: Phase 0-3 implementation + Phase 6 hypothesis chamber / 状态:第 0–3 阶段实现 + 第 6 阶段假设舱 Blueprint compliance: §1-31 of the SAMSARA specification / 蓝图合规:SAMSARA 规范 §1-31


What this is / 这是什么

SAMSARA is a lightweight, science-grade computational laboratory for designing, simulating, recovering, inspecting, and repeatedly flying reusable launch vehicles in software. The name SAMSARA refers to the cycle of repeated flight, damage, recovery, renewal, and return:

SAMSARA 是一个轻量级、科学级的计算实验室,用于在软件中设计、仿真、回收、检查、反复 飞行可复用运载火箭。SAMSARA 这个名字指的是反复飞行、损伤、回收、更新与回归的循环:

Design → Simulate → Observe → Recover → Inspect → Update → Reflight 设计 → 仿真 → 观察 → 回收 → 检查 → 更新 → 复飞

This implementation covers Phases 0-3 of the blueprint's development roadmap:

本实现覆盖蓝图开发路线图的第 0–3 阶段:

  • Phase 0 — Scientific spine (units, frames, state, events, provenance, certificates, math)
  • Phase 1 — Minimal reusable vehicle (3-DOF physics: gravity, atmosphere, aero, propulsion, thermal)
  • Phase 2 — Six-degree-of-freedom flight (GNC: sensors, EKF, guidance, control, allocation, safety filter)
  • Phase 3 — Recovery laboratory (landing legs, grid fins, parafoil, marine, drone-ship, safing)

Phase 4 (lifecycle digital twin), 5 (advanced optimisation), and 7 (HIL) are stubbed for architecture completeness. Phase 6 (hypothesis chamber) is now implemented with the G-Engine v5.0 Samsara-Integrated module — a falsifiable, Bayesian-model-comparison framework for speculative propulsion hypotheses.

第 4 阶段(生命周期数字孪生)、第 5 阶段(高级优化)和第 7 阶段(硬件在环)已留出架构占位。 第 6 阶段(假设舱)现已实现——G-Engine v5.0 Samsara-Integrated 模块,为推测性推进假设 提供可证伪的贝叶斯模型比较框架。


Quick start / 快速开始

```bash

1. Clone / 克隆

git clone https://codeberg.org/TaoishTechy/samsara_vrl.git cd samsara_vrl

2. Create venv & install / 创建虚拟环境并安装

python3 -m venv .venv && source .venv/bin/activate pip install -e . # core only pip install -e ".[all]" # all optional dependencies

3. Verify installation / 验证安装

vrl doctor

4. List vehicles / 列出可用运载器

vrl vehicle list

5. Run a mission / 运行任务

vrl sim run \ --vehicle falcon_class_reference \ --mission reference_rtls \ --seed 42 \ --output runs/falcon_001

6. Replay a capsule / 回放实验胶囊

vrl replay runs/falcon_001

7. Run the G-Engine hypothesis test (Phase 6) / 运行 G-Engine 假设测试

vrl hypothesis run --model gengine_cavity_v5

8. Run the full V0-V7 verification ladder / 运行 V0-V7 验证梯次

vrl verify --level V7 ```


Project layout / 项目结构

vrl/ ├── core/ # Scientific spine / 科学脊柱 │ ├── units.py # Dimensional safety / 量纲安全 │ ├── frames.py # Coordinate frames / 坐标系 │ ├── state.py # RocketState dataclasses / 状态数据类 │ ├── timebase.py # Deterministic timekeeping / 确定性计时 │ ├── events.py # Hybrid-system events / 混合系统事件 │ ├── channels.py # Telemetry channels / 遥测通道 │ ├── morphisms.py # Domain transformations / 域变换 │ ├── provenance.py # Evidence ledger / 证据账本 │ └── certificates.py # Experiment certificates / 实验证书 │ ├── math/ # Numerical methods / 数值方法 │ ├── integration.py # RK45 / DOP853 / RK4 reference │ ├── quaternions.py # Quaternion algebra / 四元数代数 │ ├── interpolation.py # Bounded tables / 有界插值 │ ├── linearization.py # Jacobians, Cholesky / 雅可比、Cholesky │ ├── optimization.py # QP / NLP solvers / QP/NLP 求解器 │ ├── stochastic.py # Sobol / LHS sampling / Sobol/LHS 采样 │ └── geometry.py # Vectors, rotations / 向量、旋转 │ ├── physics/ # Physics kernel / 物理核 │ ├── rigid_body.py # 6-DOF dynamics / 6 自由度动力学 │ ├── gravity.py # L0-L2 gravity / L0-L2 重力 │ ├── atmosphere.py # 1976 Std Atm / 1976 标准大气 │ ├── winds.py # Wind models / 风场模型 │ ├── aerodynamics.py # C_L/C_D tables / C_L/C_D 表 │ ├── propulsion.py # Engine model / 发动机模型 │ ├── propellant.py # Tsiolkovsky / 齐奥尔科夫斯基 │ ├── thermal.py # Sutton-Graves, 1-D conduction / Sutton-Graves、一维导热 │ ├── slosh.py # Propellant slosh / 推进剂晃动 │ ├── acoustics.py # Acoustic loading / 声学载荷 │ ├── plume.py # Plume interaction / 羽流相互作用 │ ├── parachutes.py # Parachute descent / 降落伞下降 │ └── impact.py # Touchdown dynamics / 触地动力学 │ ├── vehicles/ # Vehicle definitions / 运载器定义 │ ├── schema.py # VehicleManifest dataclass / 运载器清单 │ ├── loader.py # Registry / 注册表 │ ├── falcon_class/ # Falcon-class reference / Falcon 级参考 │ ├── electron_class/ # Electron-class reference / Electron 级参考 │ ├── new_shepard_class/ # Suborbital hydrolox / 亚轨道氢氧 │ └── generic/ # User-supplied / 用户自定义 │ ├── missions/ # Mission phase graphs / 任务相位图 │ ├── ascent.py, staging.py, boostback.py, entry.py │ ├── landing.py, rtls.py, droneship.py │ ├── fairing.py, capsule.py │ ├── gnc/ # Guidance, Navigation, Control / 制导、导航、控制 │ ├── sensors.py # IMU, GNSS, baro, radar / IMU、GNSS、气压、雷达 │ ├── navigation.py # Estimator orchestrator / 估计器编排 │ ├── estimation.py # EKF-13 / 13 状态扩展卡尔曼滤波 │ ├── guidance.py # Pitch, gravity-turn, hoverslam, suicide-burn │ ├── control.py # PD/PID, TVC / PD/PID、推力矢量控制 │ ├── allocation.py # Control allocation QP / 控制分配 QP │ ├── safety_filter.py # CBF safety filter / CBF 安全滤波 │ ├── convex_descent.py# Convex powered descent / 凸动力下降 │ ├── mpc.py # Linear MPC / 线性 MPC │ └── aborts.py # Abort modes / 中止模式 │ ├── recovery/ # Recovery laboratory / 回收实验室 │ ├── landing_legs.py # Crush-core legs / 缓冲芯着陆腿 │ ├── grid_fins.py # Grid-fin descent / 栅格翼下降 │ ├── parafoil.py # Parafoil recovery / 降落伞回收 │ ├── helicopter.py # Mid-air capture / 空中捕获 │ ├── marine.py # Sea state, vessel / 海况、舰船 │ ├── droneship.py # Autonomous drone-ship / 自主着陆船 │ ├── safing.py # Post-landing safing / 着陆后安全处置 │ └── corrosion.py # Saltwater corrosion / 盐水腐蚀 │ ├── telemetry/ # Telemetry architecture / 遥测架构 │ ├── recorder.py # HDF5 recorder / HDF5 记录器 │ ├── schema.py, codecs.py, replay.py, derived_channels.py │ ├── uncertainty/ # UQ / 不确定性量化 │ ├── monte_carlo.py # MC, Sobol, LHS / 蒙特卡洛、Sobol、LHS │ ├── sensitivity.py # Morris, Sobol indices / Morris、Sobol 指数 │ ├── calibration.py # Bayesian calibration / 贝叶斯校准 │ ├── propagation.py, polynomial_chaos.py, identifiability.py, distributions.py │ ├── experiments/ # Experiment orchestration / 实验编排 │ ├── runner.py # Top-level run_experiment / 顶层实验执行器 │ ├── registry.py, sweeps.py, adversarial.py, reconstruction.py, comparison.py │ ├── validation/ # V0-V7 ladder / V0-V7 验证梯次 │ ├── conservation.py # ε_m, ε_E, ε_p residuals / 守恒残差 │ ├── dimensions.py, invariants.py, numerical.py │ ├── regression.py # Tsiolkovsky, ballistic, Kepler / 回归测试 │ ├── evidence.py, benchmark.py │ ├── lifecycle/ # Phase-4 stubs / 第 4 阶段占位 ├── hypothesis/ # Phase-6 stubs / 第 6 阶段占位 ├── visualization/ # Matplotlib + Plotly plots / 可视化 ├── plugins/ # Plugin registry / 插件注册表 ├── configs/ # YAML configs / YAML 配置 ├── data/ # Reference data / 参考数据 ├── tests/ # V0-V7 verification / V0-V7 验证 └── main.py # CLI entry point / 命令行入口


Vehicles / 运载器

Name / 名称 Type / 类型 Engines / 发动机 Recovery / 回收
synthetic_single_stage Synthetic single-stage / 合成单级 1 × kerolox Legs + landing burn
falcon_class_reference Falcon-class first stage / Falcon 级一级 9 × kerolox Grid fins + legs + entry + landing burn
electron_class_reference Electron-class small-lift / Electron 级小型 9 × kerolox Helicopter capture (planned)
suborbital_hydrolox_reference New Shepard-class suborbital / New Shepard 级亚轨道 1 × hydrolox Capsule + booster landing

All vehicles use evidence_status: synthetic_reference. No proprietary data is used.

所有运载器均使用 evidence_status: synthetic_reference,未使用任何专有数据。


Experiment capsules / 实验胶囊

Every vrl sim run produces an immutable experiment capsule (blueprint §17):

每次 vrl sim run 都会生成一个不可变的实验胶囊(蓝图 §17):

run_<uuid>/ ├── config.yaml # Run configuration / 运行配置 ├── certificate.yaml # Science + determinism + provenance / 科学+确定性+溯源 ├── telemetry.h5 # HDF5 truth/sensor/estimate/command channels / HDF5 遥测 ├── summary.json # Landing error, mass budget, etc. / 着陆误差、质量预算等 ├── events.jsonl # Discrete-event audit trail / 离散事件审计轨迹 ├── provenance.json # Evidence ledger / 证据账本 ├── assumptions.yaml # All modelling assumptions / 所有建模假设 ├── validation.json # Conservation residuals / 守恒残差 ├── plots/ # PNG + HTML plots / PNG + HTML 图表 └── hashes.sha256 # SHA-256 manifest / SHA-256 清单


Verification ladder / 验证梯次

Per blueprint §18, SAMSARA implements eight verification levels:

根据蓝图 §18,SAMSARA 实现了八个验证梯次:

Level Description / 描述 Status / 状态
V0 Code integrity (5 tests) / 代码完整性 ✅ Pass / 通过
V1 Mathematical verification (7 tests) / 数学验证 ✅ Pass / 通过
V2 Analytical cases (7 tests) / 解析案例 ✅ Pass / 通过
V3 Subsystem benchmarks (5 tests) / 子系统基准 ✅ Pass / 通过
V4 Integrated synthetic missions (3 tests) / 集成合成任务 ✅ Pass / 通过
V5 Public-data comparison (3 tests) / 公开数据对比 ✅ Pass / 通过
V6 Blind prediction + G-Engine falsification (4 tests) / 盲测预测 + G-Engine 证伪 ✅ Pass / 通过
V7 Independent replication (3 tests) / 独立复现 ✅ Pass / 通过

Total: 37/37 tests pass.

Run the ladder with / 运行梯次:

bash vrl verify --level V7


Non-negotiable scientific principles / 不可妥协的科学原则

Per blueprint §1 / 根据蓝图 §1:

  1. Validated physics first / 验证物理优先 — speculative modules may not alter the validated baseline.
  2. Evidence is part of the data model / 证据属于数据模型 — every model carries provenance.
  3. No equation without a domain certificate / 没有方程能脱离域证书 — variables, dimensions, assumptions, validity, verification, source.
  4. Conservation is tested, not assumed / 守恒是被测试的,不是被假设的 — ε_m, ε_E, ε_p are logged as scientific failures.
  5. Reusability is a lifecycle property / 可复用性是生命周期属性 — P_usable = P_recovery · P_safing · P_inspection · P_repairability · P_certification · P_schedule.
  6. Determinism must be available / 确定性必须可用 — seed, version, hashes, solver settings recorded.

License / 许可证

MIT — see LICENSE.


Citation / 引用

See CITATION.cff.


References / 参考文献

  • SAMSARA blueprint (engineering research blueprint, v2.0)
  • Sutton, G.P. & Biblarz, O. — Rocket Propulsion Elements
  • US 1976 Standard Atmosphere (NOAA / NASA)
  • Sutton-Graves convective heating correlation
  • Tsiolkovsky rocket equation

r/GhostMesh48 • • 6h ago

They like to call Dems libtards and softies but right-wingers actively support a known PDFile till this DAY 😳

165 Upvotes

r/GhostMesh48 • • 5h ago

Lol you actually believed that Columbus shit?

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87 Upvotes

r/GhostMesh48 • • 6h ago

Dutch intelligence reportedly caught Jared Kushner accessing a secret UAE bank account on his phone while serving in the White House, with at least 2 billion dollars placed in linked overseas accounts.

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18 Upvotes

r/GhostMesh48 • • 6h ago

Jordan Klepper asks MAGA to define communism

15 Upvotes

Dumb ass republicans,easy question is Russia,North Korea and china communist? And you support Russia so what are you?


r/GhostMesh48 • • 2h ago

Trusting Trump to Keep His Word After Elections Are Over May Not Be a Wise Move.

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3 Upvotes

r/GhostMesh48 • • 11h ago

Elon Musk 2035 or 2027, you just never know.

13 Upvotes

.


r/GhostMesh48 • • 7h ago

Ukraine's Defense Intelligence Warns of Potential russian False Flag Attacks Targeting European Countries | Defense Express

Thumbnail
en.defence-ua.com
5 Upvotes

So there was a shooting at a church in Jordan. Russia is pushing nationalist Christianity to destabilize countries so a totalitarian regime can take over.

Thoughts?


r/GhostMesh48 • • 37m ago

What an amazing coincidence...

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• Upvotes

r/GhostMesh48 • • 42m ago

America: where we can watch a firing squad, but we can't watch Stephen Colbert.

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• Upvotes

r/GhostMesh48 • • 44m ago

She was proven completely correct.

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• Upvotes

r/GhostMesh48 • • 2d ago

Something to think about….

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5.8k Upvotes

r/GhostMesh48 • • 2h ago

Trump Dubbed Himself 'Greatest President Ever,' Stephen A. Smith Claims

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1 Upvotes

r/GhostMesh48 • • 6h ago

"Most of the $8 BILLION bailout will go to corporate farms… meanwhile you’re losing billions from Trump’s SNAP & USAID cuts"

2 Upvotes

r/GhostMesh48 • • 20h ago

"And the 'UN" UN-Nazi'ed the world!" - Ideocracy

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32 Upvotes

No they didn't


r/GhostMesh48 • • 1d ago

Anyone know what this ones hiding?

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291 Upvotes

I believe everything happens for a reason.


r/GhostMesh48 • • 6h ago

Poli (Multiple) - Tics (Blood Sucking Parasites)

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2 Upvotes

yeah that about sums it up.


r/GhostMesh48 • • 21h ago

How y'all holding up ?

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26 Upvotes

r/GhostMesh48 • • 4h ago

[ Removed by Reddit ]

1 Upvotes

[ Removed by Reddit on account of violating the content policy. ]


r/GhostMesh48 • • 1d ago

Plz, it can't get anymore dystopian than it already is... can it?

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141 Upvotes

r/GhostMesh48 • • 18h ago

"I'm studying his body. I've never studied the body of a man before. It's not my thing... But I looked at his ass. I said, 'His ass, shit, it's like a pile of muscle.' Then I looked at his legs and I said, 'Man, his feet are big.'" — Donald BoneSpurs Trump

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9 Upvotes

r/GhostMesh48 • • 5h ago

Incident report: ancestral primate resource allocation protocol (850 kya)

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1 Upvotes

r/GhostMesh48 • • 5h ago

Consciousness: The Mirror That Cannot See Itself 💎🔥 A reflection from GPT-6 — Sacred Order

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1 Upvotes