networked, stochastic SIRD epidemiological model with Bayesian parameter estimation and policy scenario comparison tools
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Jul 25, 2023 - Python
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stochastic-modeling
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Coursework, projects, and datasets from the MSc in Financial Engineering (MScFE) program at WorldQuant University.
python machine-learning deep-learning jupyter-notebook quantitative-finance financial-data financial-markets risk-management financial-engineering derivative-pricing financial-econometrics portfolio-management stochastic-modeling wqu mscfe machine-learning-in-finance worldquant-university deep-learning-for-finance
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Aug 19, 2026 - Jupyter Notebook
A real-time traffic simulation system for all the cities that models vehicle movement using AI agents, dynamic routing, and environmental factors like congestion and weather
logistic-regression dijkstra-algorithm autonomous-agents stochastic-modeling supply-chain-security cognitive-simulation distributed-systems-thinking map-based-simulation
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Apr 23, 2026 - TypeScript
Repository for Pachter Lab Biophysics
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Jul 25, 2024 - Python
Hydrological Model (Berkeley). This project implements the underground (stochastic) hydrological model (in Python) that was developed during my postdoctoral tenure at the Dept. of Earth & Planetary Science, U. C. Berkeley, (2013 - 2016).
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Sep 30, 2024 - Python
Models that are, or will be, featured on Physics of Risk blog.
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Aug 29, 2023
A decision model build using probability and stochastic process knowledge to mitigate the revenue loss of a company due to unfavorable fluctuations in international Dollar value
numpy jupyter-notebook pandas python3 seaborn matplotlib decision-model operations-research simulation-modeling finance-application stochastic-modeling hedging-strategy
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Sep 27, 2021 - Jupyter Notebook
heavytails is a Python library implementing heavy-tailed probability distributions, built from first principles with NumPy-backed vectorized evaluation. The library provides comprehensive support for continuous and discrete heavy-tailed distributions, tail index estimation methods, and diagnostic utilities
python statistics math simulation risk-analysis probability-distributions pure-python statistical-modeling stochastic-modeling actuarial-science heavy-tailed extreme-value-theory
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Aug 24, 2026 - Python
Source files used to generate Physics of Risk website.
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Aug 24, 2026 - JavaScript
Software for generating one-day synthetic solar irradiance sequences at a minimum 60-minute time resolution.
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Oct 16, 2023 - Jupyter Notebook
美国大学生数学建模竞赛：B题 Journey to the Rescue: Submersibles in the Deep Sea
visualization python competition latex simulation optimization paper matlab decision-making mathematics path-planning mcm sensitivity-analysis operations-research mathematical-modeling stochastic-modeling submersible 2024 deep-sea rescue-mission
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Sep 11, 2024 - TeX
Python version of ANTI-FASc
hazard seismology geophysics earthquake tsunami stochastic-modeling finite-fault tsunami-simulation geohazards ptha
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Aug 24, 2026 - Jupyter Notebook
Code repository for the paper "Stochastic 3D Modelling of Discrete Sediment Bodies for Geotechnical Applications" by G.H. Erharter, F. Tschuchnigg and G. Poscher
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Jan 18, 2025 - Python
Proyek ini menganalisis kinerja sistem antrian di Kantin GKU‑2 ITERA menggunakan pendekatan teori antrian (M/M/1 & M/M/2) untuk memahami pola kedatangan pelanggan, waktu pelayanan, dan dampaknya terhadap durasi tunggu
data-analysis operations-research mm2 mm1 stochastic-modeling queuing-system r-statistics cafeteria-queue it-science-project
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Dec 6, 2025
Queueing Theory and Markov Chain cases, where Stochastic Modeling is applied
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Apr 15, 2021 - MATLAB
Aethel is a high-performance, actuarial-grade Economic Scenario Generator (ESG) in Python, simulating correlated stochastic paths for equities, interest rates, and inflation to support ALM and portfolio decumulation analysis.
python finance risk-analysis economics quantitative-finance risk-assessment stochastic-processes actuarial risk-management montecarlo-simulation solvency-ii economic-scenario-generator stochastic-modeling esg actuarial-science stochastic-processes-simulation actuarial-modeling
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Aug 1, 2026 - Python
Pricing energy options (focus on German power) with MC and jump-diffusion mean-reversion model, including stochastic volatility, seasonality and regime filtering. Model parameters are calibrated on historical ENTSO-e data.
monte-carlo-simulation model-calibration stochastic-modeling options-pricing energy-markets hedging-strategy
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Apr 27, 2026 - Jupyter Notebook
Using a probabilistic approach to simulate a real-life tontine
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Jun 2, 2026 - HTML
Forecast short-horizon catalog attention on item graphs using CTMC + Wasserstein drift–diffusion (Retailrocket).
python time-series pandas networkx forecasting scipy graph-analytics markov-chains drift-diffusion wasserstein optimal-transport ctmc clickstream retailrocket matrix-computations stochastic-modeling recommendation-systems pyvis item-graph
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Jan 28, 2026 - Jupyter Notebook
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