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MATHREADME — Mathematics Cultivation Path

Purpose: mathematics path toward QFT-readiness.

Role: curriculum map.

Scaffold: Xianxia cultivation realms.

Method: symbol → meaning → example → code → physics use.

Status: personal learning curriculum. Not a textbook. Not a claim of mastery.


正脉·数学修仙全境界

Orthodox Mathematics Cultivation Path Toward Quantum Field Theory

Cultivation Realm Chinese Core Techniques Role
Mortal Condensation 凡人凝期 Single-variable calculus, limits, derivatives, integrals, basic algebra, elementary vectors and matrices computational survival
Qi Condensation 炼气期 Multivariable calculus, gradients, divergence, curl, multiple integrals, complex numbers, basic ODEs change, motion, local behaviour
Foundation Establishment 筑基期 Linear algebra, vector spaces, linear maps, eigenvalues, diagonalisation, abstract algebra, complex analysis structure, symmetry, transformation
Golden Core 金丹期 Functional analysis, Hilbert spaces, operators, Fourier series, Fourier transforms, ODEs, PDEs waves, operators, spaces of functions
Nascent Soul 元婴期 Differential geometry, manifolds, tangent spaces, tensors, differential forms, topology, calculus of variations geometry becomes physics
Soul Formation 化神期 Lie groups, Lie algebras, Lorentz group, Poincaré group, SU(n), representations, probability, statistics symmetry, particles, inference
Tribulation Transcendence 渡劫期 Measure theory, Lebesgue integration, Banach spaces, advanced PDEs, path integrals, canonical quantisation mathematical machinery behind QFT
Mahayana 大乘期 QED, Yang-Mills, gauge theory, renormalisation group, symmetry breaking, functional methods, statistical mechanics serious QFT territory
Ascension 飞升期 CFT, string theory, supersymmetry, AdS/CFT, algebraic geometry, K-theory, modular forms, vertex algebras frontier research; not current target

Sequence Logic

凡人凝期: calculate before proving.

炼气期: understand change in more than one dimension.

筑基期: learn spaces, maps, symmetry, and complex structure.

金丹期: functions become objects.

元婴期: geometry enters physics.

化神期: symmetry becomes law.

渡劫期: analysis becomes brutal; hand-waving dies.

大乘期: fields, particles, symmetries, and renormalisation meet.

飞升期: research frontier. Not the current battle.


Current Code Link

The current mathematics code lives in:

math_library/

Current modules:

constants.py
calculus.py
linear_algebra.py
complex_analysis.py
fourier.py
ode_pde.py
functional.py
differential_geometry.py
lie_groups.py
probability.py
qft_math.py

These modules are anchors.

They do not mean the full subject is mastered.

They mean there is now a place to convert abstract ideas into code.


QFT Dependency Chain

Minimal spine:

calculus
linear algebra
complex analysis
ODE / PDE
Fourier analysis
functional analysis
differential geometry
Lie groups
probability
quantum mechanics
QFT mathematics

More specific QFT chain:

vector spaces
→ Hilbert spaces
→ operators
→ Fourier modes
→ fields
→ symmetries
→ Lie groups
→ action principles
→ path integrals
→ renormalisation

Development Rule

Each important mathematical idea should eventually have:

  • definition
  • notation
  • plain English meaning
  • minimal example
  • Python implementation if useful
  • test
  • physics connection

A concept is not owned just because the name is familiar.


Secret Teachings

Chinese English
数理合一,道法自然 Mathematics and physics must meet; otherwise both float.
层层递进,不可逾越 Progress layer by layer; skipped foundations return as confusion.
知其名,不如验其式 Knowing the name is weaker than testing the formula.
会其式,不如明其义 Using the formula is weaker than understanding its meaning.

Cultivator's Summary

数学为骨,物理为血。
Mathematics is the skeleton; physics is the blood.

符号不明,则大道不显。
If the symbols are unclear, the path remains hidden.

逐式而修,终向场论。
Cultivate formula by formula; the road points toward field theory.