mathematical-modelling

There are 31 repositories under mathematical-modelling topic.

• JuMP.jl

  jump-dev / JuMP.jl

  Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)

  optimizationjuliamodeling-languagelinear-programmingmixed-integer-programmingnonlinear-programmingsemidefinite-programmingconic-programsmathematical-programmingmathematical-modelling
  Language:Julia 2129
• neurodiffeq

  NeuroDiffGym / neurodiffeq

  A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.

  differential-equationsneural-networkspytorchpde-solverodesartificial-intelligencedeep-learningphysics-informed-neural-networkspypitime-seriesmathematical-modellingscientific-computingodepinnboundary-value-probleminitial-value-problem
  Language:Python 630

• finmath / finmath-lib

  Mathematical Finance Library: Algorithms and methodologies related to mathematical finance.

  finmath-libmonte-carlo-simulationjavasimulationmathematical-modellingquantitative-finance
  Language:Java 468
• gama.old

  gama-platform / gama.old

  Main repository for developing the 1.x versions of GAMA

  gama-platformgamasimulation-frameworksimulation-environmentsimulation-toolkitmodeling-languagemodelsagent-based-modelingmathematical-modellinghybrid-modelinggisspatial-modelscomplex-systemssimulationmodelingmodeling-agentsintegrated-modelingjavaagent-based-simulation
  Language:Java 302

• ContextLab / human-memory

  Course materials for Dartmouth course: Human Memory (PSYC 51.09)

  course-materialslecturemathematical-modellingtheorypsychologymemorylearningcourse
  Language:TeX 248
• OMLT

  cog-imperial / OMLT

  Represent trained machine learning models as Pyomo optimization formulations

  optimizationpythonneural-networkgradient-boosted-treescnnmodeling-languagemathematical-programmingmathematical-modellingnonlinear-programmingmixed-integer-programmingreluonnxkeras-neural-networkspyomomixed-integer-optimizationnonlinear-optimization
  Language:Python 244

• cognitive-works-consulting / Awesome-Decision-Science

  An evergrowing, professionally curated list of resources on everything decision-making: videos, tutorials, books, papers, theses, articles, datasets, and open-source libraries.

  business-analyticsbusiness-intelligencecomputer-sciencedata-sciencemathematical-modellingstatisticsphilosophy-of-sciencecomputational-intelligenceoperations-research
  177

• ebrahimpichka / awesome-optimization

  A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.

  combinatorial-optimizationconvex-optimizationdiscrete-optimizationinteger-linear-programminginteger-programminglinear-optimizationlinear-programmingmathematical-modellingmathematical-optimizationmathematical-programmingoperations-researchoptimizationstochastic-optimizationawesomeawesome-list
  173

• tum-ens / urbs

  A linear optimisation model for distributed energy systems

  pythonpyomopandasoptimisation-modelmathematical-modellinglinear-programmingenergy-system
  Language:Python 173
• fxpmath

  francof2a / fxpmath

  A python library for fractional fixed-point (base 2) arithmetic and binary manipulation with Numpy compatibility.

  fixed-pointarithmeticfractionaldsppythonmathematicsmathematical-modellingmodellingnumber-converterfxpfxp-variablesfract-bitsfpga
  Language:Python 172
• ContinuumRobotExamples

  JohnDTill / ContinuumRobotExamples

  An incremental guide to continuum robot mathematical modeling and numerical implementation. The examples are divided into chapters within the folder structure, and each chapter contains a PDF and code examples.

  continuum-roboticsroboticsdissertationopen-sourcemathematical-modellingsoft-roboticsmechanicsnonlinear-optimizationcosserat-rod
  Language:C++ 136

• Wonz5130 / NJUPT-Yellow-Page

  :yum:南京邮电大学黄页

  acm-icpcblogexaminationfreemathematical-modellingnjuptofficialwebsiteopen-sourceresourcesstudy
  121
• Mathematical_Modeling

  Eurus-Holmes / Mathematical_Modeling

  :confetti_ball: Mathematical Modeling Algorithms and Applications

  icmlatexmathematical-modellingmatlabmcmr
  Language:MATLAB 120

• jump-dev / DiffOpt.jl

  Differentiating convex optimization programs w.r.t. program parameters

  differentiable-programmingjuliamathematical-modellingoptimization
  Language:Julia 117

• Chaste / Chaste

  Chaste - Cancer Heart And Soft Tissue Environment - main public repository.

  mathematical-modellingmathematical-biologycomputational-biologycell-basedelectrophysiologyhpc-applicationsphysiologycancer-researchdevelopmental-biologyc-plus-plus
  Language:C++ 115

• kingaa / pomp

  R package for statistical inference using partially observed Markov processes

  pompmathematical-modellingstatistical-inferencedynamical-systemsstochastic-processesstate-spacemarkov-modelparticle-filterlikelihood-freelikelihoodrsimulation-modelingtime-seriesabcmarkov-chain-monte-carlosequential-monte-carlosobol-sequenceb-splinedifferential-equationsmeasurement-error
  Language:R 105

• alexshtf / autodiff

  A .NET library that provides fast, accurate and automatic differentiation (computes derivative / gradient) of mathematical functions.

  mathematical-modellingautomatic-differentiationmathematicsmathgradientoptimizationautodiff
  Language:C# 85

• GuangLun2000 / COMAP-MCM-2024

  蔡汉霖的数模美赛材料合集 COMAP MCM/ICM 2024

  comapicmmcmmathmodelmathmodelingmaynooth-universitymathematical-modellingmathematicsmodellingfuzhou-university
  Language:TeX 83

• malmgrek / gammy

  :octopus: Generalized additive models in Python with a Bayesian twist

  bayesian-inferencemachine-learningmathematical-modellingstatistics
  Language:Python 74

• visualize-it / visualize-it.github.io

  View scientific concepts at work. Anytime. Anywhere

  complex-systemscomputer-scienceeducationinteractiveinteractive-visualizationsmathematical-modellingmathematicsphysicsphysics-simulationsimulationsvisualization
  Language:JavaScript 69

• HeXavi8 / Mathematical-Modeling

  A sharing of the learning process of mathematical modeling 数学建模常用工具模型算法分享：数学建模竞赛优秀论文，数学建模常用算法模型，LaTeX论文模板，SPSS工具分享。

  bpnndata-envelopment-analysisentropy-weight-methodgenetic-algorithmlatexleast-squareslogistic-regressionmarkov-chainmathematical-modellingmcm-icmmonte-carlosimulated-annealingspsstime-series-analysistopsis-python3wavelet-analysis
  Language:Jupyter Notebook 67

• PortPy-Project / PortPy

  Opensource radiation treatment planning system in Python [AAPM'23]

  artificial-intelligencecancerdeep-learningdicommathematical-modellingmedical-physicsoptimizationpythonpytorchradiation-oncologyradiotherapyradiation-treatment-planning
  Language:Python 65
• ElectronVisualized

  wonmor / ElectronVisualized

  Public Archive: Beautiful and Elegant Quantum Mechanics Visualization.

  mathmathematical-modellingmathematicsphysicsphysics-analysisphysics-enginephysics-simulationpythonpython3flaskflask-apireactreactjschemistrycomputational-chemistrycomputational-physicselectronvisualizationquantum-mechanics
  Language:JavaScript 64
• PMMAA

  hacheyz / PMMAA

  《Python 数学建模算法与应用》- 司守奎，知识点笔记 & 代码 (Python Mathematical Modeling)

  competitionjupyter-notebookmathematical-modellingmodelingpython
  Language:Jupyter Notebook 63

• winstxnhdw / KinematicBicycleModel

  Python description of the Kinematic Bicycle Model with an animated example.

  animationbicycle-modelkinematic-modelingmathematical-modellingpython
  Language:Python 62

• scottfr / simulation

  Node and browser JavaScript library to run simulations. Supports System Dynamics modeling, Differential Equation mathematical modeling, and Agent Based Modeling.

  simulationmodelingagent-based-modelingdifferential-equationsmathematical-modellingsystem-dynamics
  Language:JavaScript 57
• RS-MET

  RobinSchmidt / RS-MET

  Codebase for RS-MET products (Robin Schmidt's Music Engineering Tools)

  signal-processingaudio-processingmusicmathematical-modellingnumerical-methods
  Language:C++ 53
• memilio

  SciCompMod / memilio

  Modular spatio-temporal models for epidemic and pandemic simulations

  computer-scienceepidemiological-modelshigh-performance-computingmathematical-modellingnumerical-methodsscientific-computingsimulation
  Language:C++ 48

• KendrickOrg / kendrick

  Domain-Specific Modeling for Epidemiology

  epidemiologymathematical-modellinginfectious-diseasespharosmalltalkdslmodel-driven-engineeringpharo-smalltalk
  Language:Smalltalk 46

• huangyxi / whutmod

  武汉理工大学数学建模培训 LaTeX 模板 A LaTeX Template for Mathematical Modeling Training at Wuhan University of Technology (WHUT)

  latexlatex-templatemathematical-modellingwhut
  Language:TeX 42

• mahdims / Branch-and-price-

  This is my implementation of a branch and price algorithm to solve the humanitarian aid distribution problem. This problem is a VRP with a specific objective function

  vehicle-routing-problembranch-and-boundbranch-and-pricecolumn-generationtabu-searchgraspinteger-programminglinear-programmingor-toolstsptravelling-salesman-problemorienteering-problempython3decompositionmathematical-modellingvrpmulti-objective-optimization
  Language:Python 39

• anuragsodhi / Options-Pricing

  Quantitative Finance using python - Derivatives Pricing

  quantitative-financemath-financefinancequantquantitative-tradingoptionsderivativesmathematical-modelling
  Language:Python 38

• ManifoldFR / point-process-rust

  Simulation of point processes in the Rust programming language

  mathematical-modellingrust-langrust
  Language:Rust 38

• Amoiensis / Mathmatic_Modeling_CUMCM

  Mathmatic Modeling Problems and Solutions for CUMCM 2013 ~ 2019 (China Undergraduate Mathematical Contest in Modeling).（2019·省一）全国大学生数学建模竞赛

  mathematical-modellingmatlabcumcm
  Language:Limbo 35

• BondGraphTools / BondGraphTools

  A Multi-Physics Systems Modelling Library

  system-modelingbond-graphscontrol-systemsmathematical-modellingengineering-toolssimulation-toolkit
  Language:Python 33

• brosaplanella / TEC-reduced-model

  Code and data for the paper "Systematic derivation and validation of a reduced thermal-electrochemical model for lithium-ion batteries using asymptotic methods" by Brosa Planella et al. (2021).

  battery-modelsmathematical-modellingpybammli-ion-batteriesasymptotic-methods
  Language:Jupyter Notebook 33