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0.22_Biophysics_Origin_of_Life

README.md

layout article
title UET Topic 0.22: Biophysics Origin of Life
description Research module for biophysical complexity, neural entropy, and origin-of-life proxy tests within UET.

0.22 Biophysics & Origin of Life

Note

AI-Digest: This topic is a biophysical-complexity umbrella. It studies how UET-style entropy, coherence, and information-flow proxies might organize living-system, neural, biomarker, cancer, protein-folding, and protocell simulations. Current support is exploratory: the primary verifier is a seeded synthetic biomarker diagnostic, while EEG and origin-of-life evidence need separate source-locked gates.

Status Standard Claim_Class

1. 5x4 Grid Structure

Pillar Purpose
Doc/ Analysis of biophysical complexity, neural dynamics, entropy, and origin-of-life hypotheses.
Ref/ Schrodinger, Prigogine, EEG, cancer/omics, protein-folding, and prebiotic references.
data/ Source-labeled EEG summaries, Bonn-style local EEG text files, and working research inputs.
Code/ Engine, proof, research, competitor, and visualization scripts.
Result/ Machine-readable verifier artifact and generated figures/logs.

Theory Role Diagram

flowchart LR
  T13["0.13 Thermodynamic Bridge"] --> ENT["Entropy / information-flow ledger"]
  ENT --> LIFE["Life/homeostasis proxy"]
  EEG["EEG references"] --> NEURAL["Neural synchrony checks"]
  SYN["Seeded synthetic gene matrix"] --> BIO["Biomarker diagnostic"]
  OMI["Future real omics"] --> CANCER["Cancer / TCGA entropy map"]
  CHEM["Future prebiotic chemistry"] --> PROTO["Protocell emergence"]
  LIFE --> TOPIC["0.22 Biophysical complexity"]
  NEURAL --> TOPIC
  BIO --> TOPIC
  CANCER --> TOPIC
  PROTO --> TOPIC
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Evidence And Dependency Matrix

Layer Current status Evidence path What strengthens the theory next
Homeostasis/origin-of-life Entropy and Omega proxy simulations METHOD.md, FORMULA_AUDIT.md Add environment entropy ledger and real/prebiotic reaction data.
EEG/neural dynamics CHB-MIT/Bonn source records and local summaries exist, but primary verifier does not classify raw EEG DATA_MANIFEST.md, data/03_Research/source_lock_manifest.json Archive raw windows, preprocessing, exact record IDs, and classifier metrics.
Biomarker Seeded synthetic positive-control diagnostic Research_Biomarker_Identification.py, verifier artifact Replace synthetic matrix with real omics data and baseline statistics.
Cancer/TCGA TCGA/GDC source target exists, but current scripts include mock matrices FORMULA_AUDIT.md, LIMITATIONS.md, docs/data/external/biophysics/omics/tcga/source_record.json Add real TCGA-derived matrix, cohort, preprocessing, hashes, and baseline statistics.
Protein/protocell HP/proxy simulations FORMULA_AUDIT.md Add known benchmark optima, source data, deterministic artifacts.
Dependency Thermodynamic language depends on 0.13 METHOD.md, LIMITATIONS.md Inherit 0.13 source-lock limitations until closed.

Current Research Claim

  • Supported now: a runnable internal diagnostic for synthetic biomarker stability, plus mapped formulas and data provenance gaps.
  • Not established yet: origin-of-life mechanism, clinical biomarkers, external seizure prediction, real TCGA cancer entropy validation, or protein-folding superiority.
  • Main value: 0.22 should become a set of separated biophysical sub-gates, not one blended biomedical claim.

Test Results

Test Question Current result Status
Synthetic biomarker Can seeded high-variance controls be flagged by stability score? Artifact-producing verifier WARN
EEG/seizure Can UET classify real seizure windows? Not primary-gated yet OPEN
Origin of life Can entropy accounting support local order in an open system? Proxy simulation only OPEN
Cancer/TCGA Can real omics show coherence collapse? Mock matrix currently OPEN
Protein/protocell Can benchmark optima be reached reproducibly? Sandbox scripts OPEN

Quick Start

.venv\Scripts\python.exe docs\topics\0.22_Biophysics_Origin_of_Life\Code\03_Research\Research_Biomarker_Identification.py

Key Files

  • FORMULA_AUDIT.md: formula registry with units, proof status, verifier role, and failure modes.
  • DATA_MANIFEST.md: EEG/source references, synthetic verifier role, local hashes, and source-lock targets.
  • VERIFICATION_SPEC.md: primary verifier command, thresholds, artifact target, and interpretation.
  • METHOD.md: method map, evidence matrix, and dependency notes.
  • LIMITATIONS.md: current claim boundaries and blockers.

Core hardening status: formula-audited, synthetic verifier artifact enabled, biomedical source records pinned, raw biomedical data gates still open.