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MONAD SERIES 11 — N* IDENTIFICATION & DIAGNOSTICS PIPELINE (FIXED) AND SOLVER

#!/usr/bin/env python3 """ ================================================================================ MONAD SERIES 11 — N* IDENTIFICATION & DIAGNOSTICS PIPELINE (FIXED) ================================================================================ FIXED: Initialization-order bug - diagnostics now called AFTER init_gaussian() No NoneType errors in decompose_pi() ================================================================================ """ import sys import time as time_module import json import numpy as np import matplotlib.pyplot as plt import seaborn as sns from pathlib import Path from datetime import datetime from typing import Dict, List, Optional, Tuple import warnings warnings.filterwarnings('ignore') # ============================================================================== # CRITICAL FIX: IMPORT SOLVER FROM DISK # ============================================================================== sys.path.inser...
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MONAD SERIES 11.1 — PURE PHYSICS SOLVER (CLARITY + SAFE REGULARIZATION) - ENGINE - PIPELINE - AND DATA (Partial) RESULTS

#!/usr/bin/env python3 """ ================================================================================ MONAD SERIES 11.1 — PURE PHYSICS SOLVER (CLARITY + SAFE REGULARIZATION) ================================================================================ This is a light, non-physical-change refactor of the original solver. Purpose: - Make the primitive / constitutive distinction explicit: - Psi_field: the primitive evolved field (Pxy) - Psi_const: the constitutive reconstruction Ψ(Ik(Π)) - Use safer sqrt-based regularizers for sign-like smoothing. - Improve finite-check messages for easier debugging. - Preserve all original PDEs, constitutive functional forms and dynamics. - Keep Π as the sole prognostic state (Version A behavior). - Add clarifying docstrings/comments where helpful. Run: python monad_series11.1_purephysics.py --steps 1000 --N 16 --kappa 0.3 ================================================================================ "...
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