OpenASTRO Documentation

GRB Afterglows

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OpenASTRO Documentation
Gravitational Wave Echoes and the Horizon Scale: A Comprehensive Review of Theoretical Models, Observational Constraints from O4, and Future Prospects
CLAUDE.md
🌌 OpenAstro: Pitch Deck for New Recruits
NewOpenAstro
Memory

OpenASTRO Documentation

OpenASTRO Documentation
Gravitational Wave Echoes and the Horizon Scale: A Comprehensive Review of Theoretical Models, Observational Constraints from O4, and Future Prospects
CLAUDE.md
🌌 OpenAstro: Pitch Deck for New Recruits
NewOpenAstro
NewOpenAstro
- Gap Analysis — What's Decided vs. Open
- Tasks for a More Capable Model
- Roadmap — From Vault to Working Network
- Vault Map — What Lives Where
- Nom
- Non Tech
  Non Tech
  - A fancy information browser
  - Cash prizes
  - Commercial Strategy
  - Community Building Playbook
  - Dashboard and UI
  - Economic Sustainability Model — Owned Hardware Stage
  - Friction Reduction
  - Funding and Grants
  - Marketing and PR Strategy
  - naming
  - Community
    Community
    
    Recruitment
    Recruitment
    
    List of people to email
  - Public PR
    Public PR
    
    Open astro policy
  - Team Coordination
    Team Coordination
    
    Preventing burnout
    
    organization_system
    
    Tools and plan
- Resources
  Resources
- Science
  Science
  - The Middle-Aperture Crisis: A Comprehensive Analysis of the Scientific Utility and Strategic Scarcity of 2-Meter Class Telescopes in the Era of Multi-Messenger Astronomy
  - Academic Landscape
  - Asteroid Occultations (Shape Modeling)
  - Distributed Aperture Synthesis: A Comprehensive Analysis of Physics, Engineering, and Amateur Implementation
  - Exoplanet Transit Variation
  - Exoplanet transit
  - First Proof-of-Concept Science Target — Stage 1
  - GRB Afterglows
  - Ideal TTV Target Systems
  - Radio astronomy
  - Synthetic Aperture Photometry (Exoplanets)
  - insert
  - Transit Photometry
  - science_cases_and_scheduler
  - Future Technologies
    Future Technologies
    
    LLMGenerated
  - Gaps
    Gaps
    
    2m telescope problems
    
    insert
    
    Info Dump
    
    Problems that we will face
    
    Telescope classes and their uses
    
    injest 2
    
    injest
  - Machine Learning
    Machine Learning
    
    AI and ideas
    
    insert
    
    insert
    
    Everything on FRBs
    
    insert
    
    Getting started with AI
    
    ML Overview — Complete Reference
    
    ML for project
    
    ML stuff making our own models
    
    insert
    
    Reference
    Reference
    
    The Complete Deep Dive: Machine Learning in Astronomy
  - Math and Physics
    Math and Physics
    
    FRB Optical Counterpart Physics
    
    Flux Calibration Mathematics
    
    Microlensing Coverage Requirements
    
    Bayesian Model Order Selection for N-Body TTV Systems
    
    Occultation Chord Deployment Optimisation
    
    Occultation Geometry and Chord Reconstruction
    
    Distance Calculation
    
    Reverse N-Body Problem and Astrometric Parallax
    
    SNR and Stacking Theory
    
    TTV Sensitivity and N-Body Math
    
    Timing Precision Budget
    
    Timing Precision Full Pipeline: End-to-End Error Budget
  - Projects
    Projects
    
    insert
    
    CubeSat SSA Deployment Plan
    
    Exoplanet Science — Complete Reference
    
    Gravitational Lens Time Delays
    
    High Impact Niche Cases
    
    High Priority - FRBs
    
    insert
    
    LIGO Follow up not looking good
    
    M-Dwarf Flare Monitoring (Habitability)
    
    MUSE Candidate production
    
    MUSE First Filter Framework
    
    Projects
    
    Recurrent Novae and CV Monitoring
    
    Reverberation Mapping Support Photometry
    
    RM Mapping
    
    SSA Bulk Coding Handoff
    
    SSA Documentation Index
    
    SSA Implementation Roadmap
    
    SSA Low Cost Architecture
    
    SSA Quick Reference
    
    SSA Session Summary - April 2026
    
    SSA
    
    Security cameras SSA
    
    Stellar Occultations — Complete Reference
    
    TTV Reverse N-Body Inference
    
    radar ranging
  - Strategic Partnerships
    Strategic Partnerships
    
    Nancy Grace Roman Space
- Tech
  Tech
  - ASCOM
  - BOINC Integration Plan
  - MCMC State Synchronisation Protocol for BOINC Parallel Tempering
  - Computation Pipeline Map
  - Computation
  - Distributed Computing Strategy
  - Quality Control Pipeline
  - Volunteer Compute Options
  - Algorithms
    Algorithms
    
    Alert Prioritisation as Multi-Objective Optimisation
    
    Handover
    
    Heterogeneous Image Co-addition: Mathematical Framework
    
    Task Selection
    
    Telescope Capability Vectors
    
    PLAN.md - Telescope Auction System Implementation
  - Hardware Cost Analysis
    Hardware Cost Analysis
    
    Network owned scopes
  - Server Infrastructure
    Server Infrastructure
    
    Alert Ingestion Design
    
    idk
    
    Cloud Scale Architecture
    
    Details on componets
    
    LLMGenerated
    
    Low end, OPENASTRO owned equipment
    
    Money pay hosting
    
    NoSQL Data Model
    
    Plate Solving on Server
    
    Server Architecture Deep Dive
    
    Stage 1 Data Pipeline Design
    
    Watching it fall apart
    
    When shit breaks
    
    failure_analysis_guide
    
    mvp_server_guide
Memory
Memory

GRB Afterglows

GRB Afterglows: Speed + geographic coverage. First 15 minutes are critical. Equipment: 8" robotic = $8K. Failure modes: slow response.

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