Hybrid Bio-Acoustic Carbon Capture & O₂ Synthesis

Transparent methodology & dual-track energy audit EMPIRICAL BASELINE

We audit our own hypotheses against chemical kinetics and thermodynamics — in public, before investors or reviewers ask. Each module states what is verified and what remains exploratory theory.

Why this section exists: an internal comparative audit (see docs/EMPIRICAL_AUDIT.md) forced real corrections — over-unity energy claims were excised from peer-facing material, CO₂ polymerization now requires co-catalysts, and the f_kill clearing signal was reclassified into its correct (microwave C-band) physics. We publish the misses too.

The 4-pillar computational digital twin DIGITAL TWIN SIMULATION

Before steel is cut, the thermodynamics and biology were validated on a 10-million-cell Apache Spark digital twin. Toggle the pillars — every chart below is drawn live in your browser from the published datasets.

Phase 1 hardware & CAD fabrication schematics DIGITAL TWIN

Industrial datasheet view — interactive blueprints with downloadable spec tables. Full CAD under development; dimensions below are the fabrication spec.

Open-source code & verification drawer

Run our math yourself — copy either script into a terminal with Python 3 and watch the spec's numbers come out. PySpark UDF wrappers are included in the repo versions for cluster deployment.

import math

# QAG Canonical Constants (Hybrid Bio-Acoustic Blueprint V4)
f_H = 1420.405   # MHz (Neutral Hydrogen Cosmic Breath)
K_ASB = 0.013829 # Affinity Symmetry Bias
Phi = 1.194797   # Base-12 Symmetry Scaling Factor
t_pixel = 3.41e-7  # Temporal Latency Window (s)

def run_qag_virology_simulation(MW_kDa, density_proxy, host_zeta=-55.0):
    Z_v = (MW_kDa * density_proxy) / K_ASB
    f_kill = (f_H / Phi) * math.log10(Z_v + 1)
    zeta_est = -15.0 - (10.0 * math.sin(f_kill * 1e6 * t_pixel))
    delta_zeta = abs(host_zeta - zeta_est)
    is_safe = delta_zeta >= 20.0
    return Z_v, f_kill, zeta_est, delta_zeta, is_safe

# Example: PBCV-1 virion (MW=15400 kDa, rho=1.17989)
Z, fk, ze, dz, ok = run_qag_virology_simulation(15400.0, 1.17989)
print(f"Z_v={Z:.3e}  f_kill={fk:.2f} MHz  zeta={ze:.2f} mV  "
      f"delta={dz:.2f} mV  {'SECURE' if ok else 'REVIEW'}")

import math
# from pyspark.sql.functions import udf
# from pyspark.sql.types import DoubleType

D_CO2_D2O = 1.62e-9        # m^2/s
OMEGA_0 = 2*math.pi*0.70e6 # rad/s
A_INT = 18.5               # effective interfacial factor

# @udf(returnType=DoubleType())
def compute_kla_udf(p_ac_pa, p_0_pa):
    penetration_base = math.sqrt((4.0 * D_CO2_D2O * OMEGA_0) / math.pi)
    acoustic_boost = 1.0 + (p_ac_pa / p_0_pa)
    return float(penetration_base * acoustic_boost * A_INT)

# @udf(returnType=DoubleType())
def compute_effective_fixation_udf(kla, p_ac_pa, p_0_pa):
    stress_ratio = p_ac_pa / p_0_pa
    enzyme_stability = math.exp(-0.45 * max(0.0, stress_ratio - 0.65)**2)
    nominal_fixation = 1.42 * (kla / 2.0)
    return float(nominal_fixation * enzyme_stability)

# Optimum: P0*=17.07 MPa, Pac*=20.00 MPa -> kLa=3.8267 s^-1,
# R=2.404 g CO2/(g*h), enzyme survival 88.5%
kla = compute_kla_udf(20.0, 17.07)
print(kla, compute_effective_fixation_udf(kla, 20.0, 17.07))

Full runnable versions (with dataset tables and verification harnesses) live in tools/ in the repo.

Intellectual property, references & contact

Binary assets BLOB STORE

• 📊 Slide deck — Bio Acoustic Carbon Capture (20.7 MB PPTX)
• 📐 Engineering blueprint V3 (PDF) · Blueprint V2 (PDF)

Hosted on the qag-shared-data Vercel Blob store — the binary-asset backend for R&R Droids projects.

Peer-reviewed empirical citations

• To Divide or Not to Divide? How Deuterium Affects Growth and Division in Microalgae — PubMed Central PMC8226696 EMPIRICAL
• Current Status and Perspective on the Use of Viral-Based Vectors in Eukaryotic Microalgae — MDPI Marine Drugs 2022, 20(7), 434 EMPIRICAL
• Insights into Piezo-Photocatalytic Activity and Piezoelectric Catalysis of BiFeO₃ — RSC / MDPI (2024–2025) — search the literature EMPIRICAL

Honesty footer: all simulation figures and theoretical derivations are the R&R Droids team's own work — not yet independently validated. Empirical baselines are cited to peer-reviewed literature above. The comparative audit that corrected this project's claims is published at docs/EMPIRICAL_AUDIT.md.