Show HN: Analog Hawking radiation modeling in laser–plasma flows

3 weeks ago 1

Python Version  MIT Tests Version

Workflow Pipeline

A computational framework for modeling analog Hawking radiation in laser-plasma systems. Simulates sonic horizons in flowing plasmas and calculates quantum field theory spectra with novel hybrid fluid-plasma mirror coupling.

# Install git clone https://github.com/hmbown/analog-hawking-radiation.git cd analog-hawking-radiation pip install -e . # Run standard demo python scripts/run_full_pipeline.py --demo # Run with hybrid plasma mirror coupling python scripts/run_full_pipeline.py --demo --hybrid --hybrid-model anabhel --mirror-D 1e-5 --mirror-eta 1.0 # Check results cat results/full_pipeline_summary.json

In flowing fluids, sound waves can become trapped when the local flow velocity v exceeds the sound speed c_s. This creates a sonic horizon - an acoustic analog to a black hole's event horizon where information cannot escape upstream.

The key physics parameter is the surface gravity:

κ = (1/2) * d(v² - c_s²)/dx |_{horizon}

Just as black holes emit Hawking radiation due to quantum vacuum fluctuations near the event horizon, these analog systems can produce thermal radiation with temperature:

Speculative Hybrid Enhancement: Laser-Painted Plasma Mirrors

⚠️ Note: This is a speculative, non-physical model for computational exploration

The framework explores a novel scenario where high-intensity laser pulses create localized plasma mirrors within an existing fluid flow, building on the AnaBHEL (Analog Black Hole Evaporation via Lasers) framework developed by Chen, Mourou, and collaborators:

  1. Background Fluid: A flowing medium (gas jet, liquid stream, or pre-existing plasma) with sonic horizon formation
  2. Laser Ionization: Ultra-intense laser pulses (>10¹⁸ W/m²) instantly ionize matter, creating dense electron clouds
  3. Plasma Mirror Formation: Free electrons oscillate in the laser field, creating a reflective "mirror" that can be accelerated
  4. Hybrid Coupling: The accelerating plasma mirror locally enhances the fluid's surface gravity

Speculative Physics Model:

κ_eff(x) = κ_fluid(x) + w(x) * κ_mirror w(x) = coupling_strength * exp(-|x - x_mirror|/L_coupling) * alignment_factor

Where the laser essentially "paints" accelerating plasma mirrors onto the existing fluid background to enhance Hawking radiation signatures.

AnaBHEL Foundation: This approach extends the plasma mirror concepts from Chen & Mourou (2015) and the AnaBHEL collaboration (Chen et al., 2022), but the hybrid fluid-mirror coupling represents a speculative extension beyond established theory.

Important: This coupling mechanism lacks established theoretical foundation and should be considered a computational thought experiment rather than a physics prediction.

  1. Horizon Detection: Identifies sonic horizon formation regions in plasma flow profiles
  2. Quantum Spectra: Calculates Hawking radiation using near-horizon WKB graybody factors
  3. Speculative Hybrid Coupling: Explores laser-painted plasma mirror enhancement of fluid horizons
  4. Radio Detection: Estimates detectability with realistic antenna parameters

Key Innovation: Speculative Laser-Enhanced Horizons

The framework's primary contribution is systematic exploration of speculative hybrid coupling between fluid sonic horizons and laser-created plasma mirrors:

The Concept:

  • Fluid Background: Flowing medium with natural sonic horizon formation
  • Laser Intervention: Ultra-intense pulses create localized plasma mirrors via ionization
  • Hybrid Enhancement: Accelerating mirrors locally boost the effective surface gravity

Mathematical Model:

κ_eff(x) = κ_fluid(x) + w(x) * κ_mirror w(x) = coupling_strength * exp(-|x - x_mirror|/L_coupling) * alignment_factor

⚠️ Speculative Nature: This approach represents a computational thought experiment exploring whether laser-painted plasma mirrors could enhance analog Hawking signatures. The coupling mechanism lacks established theoretical foundation.

  • Python ≥ 3.8 with NumPy ≥ 1.21, SciPy, Matplotlib
  • Runtime: Minutes on laptop for demos, hours for full parameter sweeps
  • Validation: 26/26 unit and integration tests passing
src/analog_hawking/ # Core physics library ├── physics/ # Horizon detection, QFT calculations ├── detection/ # Radio detection modeling └── hybrid/ # Speculative plasma mirror coupling scripts/ # Analysis and figure generation tests/ # Comprehensive test suite docs/ # Technical documentation results/samples/ # Representative outputs
# Standard fluid-only analysis python scripts/run_full_pipeline.py --demo # Hybrid mirror-enhanced analysis python scripts/run_full_pipeline.py --demo --hybrid --hybrid-model anabhel --mirror-D 1e-5 --mirror-eta 1.0
# Direct hybrid vs fluid comparison python scripts/demo_hybrid_comparison.py # Parameter sensitivity sweeps python scripts/sweep_hybrid_params.py # Detection time analysis python scripts/generate_detection_time_heatmap.py

Key results in results/full_pipeline_summary.json:

  • kappa: Surface gravity values (s⁻¹)
  • T_hawking_K: Hawking temperature (K)
  • T_sig_K: Antenna signal temperature (K)
  • t5sigma_s: 5σ detection time (s) for T_sys=30K, B=100MHz
  • hybrid_used: Boolean flag for hybrid mode

This framework implements a conservative, physics-based approach to analog Hawking radiation:

  1. Horizon Detection: Systematic identification of sonic horizon regions where ∇(v² - c_s²) changes sign
  2. Quantum Calculation: Near-horizon WKB approximation for graybody transmission factors
  3. Hybrid Enhancement: Phenomenological plasma mirror coupling via AnaBHEL mapping
  4. Detection Modeling: Radiometer-style SNR with configurable system parameters
  • Identical Normalization: All comparisons use same emitting area (1×10⁻⁶ m²), solid angle (0.05 sr), coupling efficiency (0.1)
  • Conservative Parameters: AnaBHEL model κ_mirror = 2πη_a/D rather than optimistic scaling
  • Comprehensive Testing: 26 unit and integration tests covering all physics modules
  • Spatial Scale: Envelope/skin-depth modeling (no full PIC validation in this repository)
  • Transmission: WKB graybody factors near horizons, conservative fallbacks elsewhere
  • Detection: Radiometer-style SNR with user-configurable T_sys and bandwidth
  • Hybrid Mapping: Phenomenological mirror→κ relation for comparative analysis

This is a computational modeling framework for exploring speculative physics scenarios:

  • Speculative coupling: The hybrid fluid-mirror interaction lacks established theoretical foundation
  • Phenomenological mapping: Plasma mirror → surface gravity relation is empirical (AnaBHEL model)
  • No experimental validation: Pure computational exploration of "what if" scenarios
  • Order-of-magnitude estimates: Results indicate trends, not precise predictions
  • Hardware considerations: Real implementation would face numerous practical challenges

Intended use: Computational thought experiment to explore whether laser-enhanced analog systems could theoretically boost Hawking radiation signatures. Not a prediction of experimental feasibility.

  • docs/Overview.md: Physics background and methodology
  • docs/Methods.md: Detailed computational approaches
  • docs/Results.md: Example outputs and interpretation
  • docs/Limitations.md: Comprehensive scope discussion
  • TESTING_PLAN.md: Validation methodology and test coverage

If you use this computational framework in your research, please cite both this work and the foundational AnaBHEL research it builds upon:

This Framework:

@software{bown2025analog, author = {Bown, Hunter}, title = {Analog Hawking Radiation: Gradient-Limited Horizon Formation and Radio-Band Detection Modeling}, version = {0.1.0}, year = {2025}, url = {https://github.com/hmbown/analog-hawking-radiation}, note = {Speculative extension of AnaBHEL concepts} }

Foundational AnaBHEL Work:

@article{chen2022anabhel, title={AnaBHEL (Analog Black Hole Evaporation via Lasers) Experiment: Concept, Design, and Status}, author={Chen, Pisin and Mourou, Gerard and Besancon, Marc and Fukuda, Yasuhiko and Glicenstein, Jean-Fran{\c{c}}ois and others}, journal={Photonics}, volume={9}, number={12}, pages={1003}, year={2022}, publisher={MDPI} } @article{chen2015plasma, title={Accelerating plasma mirrors to investigate the black hole information loss paradox}, author={Chen, Pisin and Mourou, Gerard}, journal={Physical Review Letters}, volume={118}, number={4}, pages={045001}, year={2015}, publisher={APS} }
  1. Enhanced Validation: Complete systematic testing outlined in TESTING_PLAN.md
  2. PIC Integration: Full WarpX integration beyond current mock mode
  3. Extended Studies: Comprehensive parameter sweeps and cross-validation
  4. Hardware Modeling: Realistic observatory geometry and noise pipelines

Key literature foundations:

  • Foundational Theory: Unruh (1981) - original analog Hawking radiation proposal; Hawking (1974, 1975) - black hole radiation
  • AnaBHEL Framework: Chen & Mourou (2015) - accelerating plasma mirrors; Chen et al. (2022) - AnaBHEL experimental concept
  • Experimental Analog Gravity: Steinhauer (2016) - first strong evidence; Faccio & Wright (2013) - laser-fluid bridges
  • Ultra-Intense Lasers: Mourou et al. (2006) - Nobel laureate work enabling AnaBHEL technology

Key Research Groups:

  • LeCosPA (National Taiwan University) - AnaBHEL theory development (P. Chen)
  • IZEST (École Polytechnique) - Ultra-high intensity lasers (G. Mourou)
  • Xtreme Light Group (University of Glasgow) - Laser-based analog gravity (D. Faccio)
  • Technion - Experimental analog Hawking radiation (J. Steinhauer)

Complete bibliography available in docs/REFERENCES.md.


Framework Version: 0.1.0 | License: MIT | Tests: 26/26 passing | Updated: October 2025

Read Entire Article