Tools & Code
Interactive simulators and Python implementation for exploring Non-Newtonian Calculus numerical methods.
NNC Singularity Challenge
Run simplified browser models and inspect their live numerical diagnostics. Offline CASCADE percentages are labeled as a separate local benchmark.
Generator Discovery Lab
Recover exponential, power-law, and logistic generators; compare raw sparse dynamics to logit coordinates; and compare raw versus constraint-preserving latent maps on a fixed grid sweep.
Agent Proxy
Checking agent proxy
CASCADE Search Diagnostic
In a local 21-case synthetic benchmark, CASCADE-style transforms reached lower-distance candidates in 13 cases (best single gain 93.4%, measured as distance to the toy's singular point). This is project evidence, not proof, independent validation, or a physical performance guarantee; the transformed diagnostic is bounded while the original field still diverges.
View CASCADE local benchmark →Interactive Tools
Scheme Invariance
Explore hand-written toy functions on a parameter plane and measure which ones are constant along circles. An analogy to tensor invariants, not a physics test.
Scheme-Comparison Simulations
Stored diagnostic runs for QFT renormalization, Kramers-Wannier duality, chiral anomalies, PDE schemes, and quantum state geometry, each plotted from its result file.
Parameter Explorer
Explore Pareto frontiers, parameter spaces, quantum compatibility, and multi-calculus diffusion.
Source Code
Complete Python library: generators, derivatives, scheme-robust operators, and MOO integration.
Scheme Analysis Modules
Python modules for scheme-breaking diagnostics, scheme morphisms, and multi-calculus ensembles (names below are the real entry points in meta_calculus/).
scheme_breaking_detector.py
Search for where bigeometric substitution fails
SchemeBreakingDetectorscheme_morphism.py
Transform between calculus schemes
SchemeMorphism, GammaMorphismscheme_robust_observables.py
Compare diffusion observables across a calculus ensemble
create_standard_ensemble(sigma)quantum_number_schemes.py
Scheme analysis for quantum numbers
gamma_map(H), is_hermitian(H)Amplitude Calculation Framework
Scattering amplitude code that computes the same amplitudes by different methods (BCFW, Feynman diagrams, spinor helicity) as a cross-check.
bcfw.py
BCFW on-shell recursion for n-point amplitudes
BCFWRecursion.compute_amplitude(momenta, helicities)feynman.py
7 topologies: tree, 1loop, 2loop, box, triangle, bubble, tadpole
create_diagram_graph(n, topology)spinor_helicity.py
Weyl spinors and helicity brackets
WeylSpinor.from_momentum(p_mu)scalar_integrals.py
Loop integrals with dilogarithms
box_integral(s, t, epsilon)