#Mathematical-modelling
Showing 18 of 18 repositories tagged #mathematical-modelling, ranked by stars
A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.
Mathematical Finance Library: Algorithms and methodologies related to mathematical finance.
Represent trained machine learning models as Pyomo optimization formulations
A linear optimisation model for distributed energy systems
Opensource Python project for cancer radiation treatment planning [AAPM'23]
View scientific concepts at work. Anytime. Anywhere
A description of the Kinematic Bicycle Model written in Cython with an animated example.
:octopus: Generalized additive models in Python with a Bayesian twist
Public Archive: Beautiful and Elegant Quantum Mechanics Visualization.
Python package for calculating various information measures, including entropy, mutual information, transfer entropy, and more, with support for both discrete and continuous variables.
整合了数学建模美赛（MCM/ICM）备赛与比赛过程中使用到的所有关于模型建立，代码实现以及论文撰写相关的资料文件。包括但不限于论文模版、数据处理分析基础、绘图可视化技巧以及常见的模型与算法，同时还有队伍历次训练的完整资料。
Simulation of point processes in the Rust programming language
Quantitative Finance using python - Derivatives Pricing
它是一款面向数学建模的自动化Agent，基于Spring AI Alibaba Graph框架开发：从问题陈述出发自动构建并求解数学模型、进行数据验证与可视化，最终输出包含方法、结果、代码、数据与参考文献的可直接投稿的完整论文。
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using the Inverse-Transform method to speed up options pricing simulations in R
'Portfolio Analysis, methods for portfolio optimization'
This project models and predicts funding rates for perpetual contracts using Monte Carlo simulations. It employs Merton’s jump diffusion for index prices and the Ornstein-Uhlenbeck process for funding rates to derive metrics like expected liquidation time and probability. These figures enhance risk management in perpetual contracts trading.