teal papers / BarTide collection

Bangel / components/thermoelectric-reference/src/mjps/optimizer.py

TR-MOD-BANGEL-4E4DEBB1D4

MJ Physics Engineering | Bangel Language | MJos Operating System
Owned and operated by Michael Bangel | Clearwater, Florida

Updated collection edition: BarTide branding and navigation added September 26, 2026. The original paper text below retains its historical scope. Inclusion does not claim its research is implemented in BarTide.

Terminology revised · September 12 evidence

TEAL LIBRARY RERUN  |  12 SEPTEMBER 2026  |  Michael Patrick Bangel
42
TEAL-RERUN-03-B002 | SOURCE_LOGIC_INDEXED
TR-MOD-BANGEL-4E4DEBB1D4 / Bangel /
components/thermoelectric-reference/src/mjps/optimizer.py
IF
This Runtime / supporting core module is imported or its declared interface is invoked. Declared surface
includes: enumerate_candidates(module: ThermoelectricModule, observation: ThermalObservation, demand:
MissionDemand); optimize_fleet(modules: tuple[ThermoelectricModule, ...], observations:
tuple[ThermalObservation, ...], demand: MissionDemand, *, max_combinations: int=MAX_COMBINATIONS)
HOW
Use the complete terminology-edited module and its declared types, call paths, state and error behavior;
preserve program/evidence boundaries. The complete 222-line source is preserved with SHA-256
cdf840098c00d8823c293a40521c26899f027546ff3f8e6d164df11b83a876bd. 2 extracted function/declaration
entries are separately indexed, including exact Python bodies and guards where available.
THEN
Follow the exact returned values, diagnostics and state effects in the preserved implementation. Module
inclusion and syntax extraction are documentary coverage; they do not prove every branch or cross-host
behavior.
CURRENT EVIDENCE
Fresh related Python suites and per-profile/water results are included. Native C#/.NET, C++/Rust/R
compilation and physical devices were not executed in this environment.
REMAINING REQUIREMENT
Map unverified branches and native-host behavior to source-specific evidence before assigning a complete verification verdict.
SOURCE REFERENCES
bangel:components/thermoelectric-reference/src/mjps/optimizer.py

Original references: See paper text and source PDF.