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
Here are 26 public repositories matching this topic...
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
Source files used to generate Physics of Risk website.
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Oct 21, 2025 - JavaScript
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
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
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
Queueing Theory and Markov Chain cases, where Stochastic Modeling is applied
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Apr 15, 2021 - MATLAB
Pure-Python library of heavy-tailed probability distributions (Pareto, Burr, LogNormal, etc.) built from first principles.
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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Oct 19, 2025 - Python
🎲 A portfolio of stochastic modeling projects in R for the Stochastic Modeling course at ISCTE. Includes MCMC, Acceptance-Rejection method, and Discrete Event Simulation of a hospital system.
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Oct 22, 2025 - HTML
Deep Generative Adversarial Kinetic Monte Carlo
machine-learning deep-learning kinetic-monte-carlo generative-adversarial-network gan scientific-computing physics-simulation python-machine-learning pytorch-gan pytorch-cnn stochastic-modeling scientific-machine-learning stochastic-time-series python-deeplearning
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Sep 26, 2025 - Python
PSumSim: A Simulator for Partial-Sum Quantization in Analog Matrix-Vector Multipliers
numpy histogram neural-networks histograms quantization matrix-vector-multiplication stochastic-simulation stochastic-modeling compute-in-memory partial-sum
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Oct 8, 2025 - Python
Software Architecture Modeling for System of Systems
stochastic-process software-architecture model-driven-engineering stochastic-modeling uncertainity-modeling
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Jan 30, 2025 - Java
A Time-Scaled ETAS (Epidemic Type Aftershock Sequence)) Model based on the works of Y. Ogata and J. Zhuang post time-scaling as per the works of J. F. Lawless, T. Duchesne
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Jan 29, 2023
Java implementation of the absolute return model described in the paper by Gontis et al. (Physica A, 2010).
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Oct 25, 2021 - Java
The final project for the course "Introduction to Stochastic Modeling" - Autumn 2024
python numpy probability statisctis stochastic-modeling marcovchain stochastic-modelling marcov-chains
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Sep 28, 2025 - Jupyter Notebook
This repository presents an extension of the POMO (Policy Optimization with Multiple Optima) framework introduced by Kwon et al. (NeurIPS 2020), adapted and enhanced to tackle the Stochastic Capacitated Vehicle Routing Problem with Service Times and Deadlines (SCVRPSTD)
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Aug 2, 2025 - Python
Formal modeling with Hybrid Stochastic Representations
semantics constraints stochastic software-architecture stochastic-modeling mediators syntax-semantics architecture-modeling hybrid-stochastic-representations structure-behavior architecture-configuration architecture-coalition stochasstic-concurrent
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Mar 22, 2021 - Java
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