A geometrical optics framework for analyzing attenuation in multimode waveguides using internal reflection count. Includes analytical models, Monte Carlo simulations, and FDTD validation.

ray-tracing photonics geometrical-optics fiber-optics python-science optical-waveguides attenuation-model

• Updated Jul 14, 2026
• Python

Interactive Logistic Map Simulator demonstrating chaos, bifurcation, and predictability limits (Aksoy 2024)

python stem nonlinear-dynamics interactive-learning chaos-theory predictability bifurcation-diagram logistic-map science-communication streamlit model-error python-science stem-ed

• Updated Nov 12, 2026
• Python

Bayesian MCMC cosmology pipeline: dynamic dark energy (w0-wa) vs ΛCDM using Pantheon+ SNe Ia & SDSS DR12 BAO. Full covariance matrix, Planck 2018 r_d prior, AIC/BIC model selection. Python | emcee | camb | astropy

data-science big-data physics cosmology astrophysics gravitational-waves mcmc lhc cmb colab-notebook atlas-experiment python-science planck-mission

• Updated May 6, 2026
• Jupyter Notebook

A methodology skill for AI Agent (Claude Code) to conduct reproducible research with Python.

research reproducible-research skill ai-agent research-automation llm-agent claude-code python-science dsh-plugin

• Updated Aug 14, 2026

Simulador interactivo 3D de relatividad general en el Sistema Solar. Calcula geodésicas, retraso de Shapiro y dilatación temporal con propagación Monte Carlo. Incluye guías pedagógicas.

monte-carlo astrophysics general-relativity gravity-simulation physics-education python-science geodesica

• Updated Nov 7, 2026
• HTML

A comprehensive Python framework for game theory modeling, analysis, and simulation. Supports classical, computational, behavioral, and AI-driven game theory, with tools for strategic, extensive, and graph-based representations. Designed for researchers, developers, and theorists building and analyzing complex game scenarios.

python python-library game-theory python-development python-tools research-software game-theory-algorithms python-app game-theory-framework python-simulation game-theory-toolbox research-tools academic-software python-science python-kit game-theory-simulation gametheoried

• Updated Sep 18, 2026

Research & Python models for the 2026 GBM study. Features the "Mechanical-Immunological Axis" (FUS + mRNA vaccines), Kaplan-Meier survival analysis, and clinical decision algorithms for precision neuro-oncology.

survival-analysis precision-medicine glioblastoma bioethics brain-cancer focused-ultrasound medical-research neuro-oncology python-science mrna-vaccines

• Updated Mar 25, 2026

Calculate pI, enzyme kinetics, and buffers in your browser with transparent, step-by-step documentation for biochemistry workflows.

bioinformatics genomics structural-biology computational-biology biochemistry scientific-computing data-analysis proteomics lab-automation protein-folding molecular-modeling research-software bioinformatics-tools python-science enzymatic-kinetics

• Updated Oct 12, 2026
• HTML