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 test constraint-preserving GlobalMOO wrappers.
Agent Proxy
Checking agent proxy
Singularity-Skirting Tools
CASCADE enables access to "danger zones" near physics singularities. Use k=-1 (bigeometric) for 1/r singularities. 61.9% win rate, 93.4% best improvement.
View CASCADE singularity results →Interactive Tools
Archived k(L) Calculator
Read why the former length-scale lookup was retired after its common-bounds control reduced R² from 0.7096 to 0.4370.
Scheme Invariance
Visualize how observables change under generator transformations. Inspired by tensor invariant theory.
Scheme-Invariance Simulations
Interactive visualizations of scheme-invariance tests across QFT renormalization, Kramers-Wannier duality, Wheeler-DeWitt ordering, chiral anomalies, PDE schemes, and quantum state geometry.
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
Advanced tools for detecting scheme-breaking, transforming between calculi, and extracting robust observables.
scheme_breaking_detector.py
Detect when bigeometric substitution fails
detect_scheme_breaking(tensor, formulation)scheme_morphism.py
Transform between calculus schemes
SchemeMorphism(alpha1, beta1, alpha2, beta2)scheme_robust_observables.py
Extract quantities invariant across schemes
extract_invariants(data, scheme_ensemble)quantum_number_schemes.py
Scheme analysis for quantum numbers
verify_quantum_compatibility(scheme)Amplitude Calculation Framework
Scattering amplitude framework demonstrating scheme invariance across calculation methods. Connected to Symanzik improvement program in lattice QCD.
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)