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Tags: Science and math
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1–24 of 29 · Most stars

The fastest and most memory efficient lattice Boltzmann CFD software, running on all GPUs and CPUs via OpenCL. Free for non-commercial use.

  • cfd
  • computational-fluid-dynamics
  • gpu
  • gpu-computing

A large scale non-linear optimization library

  • c-plus-plus
  • numerical-optimization
  • nonlinear-optimization-algorithms
  • nonlinear-programming

An object-oriented algebraic modeling language in Python for structured optimization problems.

  • python
  • optimization
  • linear-programming
  • mathematical-programming

CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python, Matlab/Octave, Julia or Javascript

library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization

An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations

  • differential-equations
  • ode
  • dae
  • ordinary-differential-equations

Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

  • constrained-optimization
  • control-systems
  • deep-learning
  • differentiable-programming

Nonconvex embedded optimization: code generation for fast real-time optimization + ROS support

  • embedded-optimization
  • nonconvex
  • model-predictive-control
  • rust-library

A Python native dynamical system simulation framework in the block diagram paradigm.

  • blockdiagram
  • control-systems
  • hierarchical-modeling
  • nonlinear-dynamics

Iterative Linear Quadratic Regulator with auto-differentiatiable dynamics models

  • trajectory-optimization
  • differential-dynamic-programming
  • theano
  • dynamics-models

One open-source modeler for structures, heat and fluids, built from scratch in pure Rust: parametric part in, verified results out. Automatic all-hex and tet meshing, our own nonlinear implicit and explicit FEA, heat transfer and lattice Boltzmann CFD — every result checked against theory. For engineers and AI agents alike. Free, forever.

  • cae
  • cfd
  • computational-mechanics
  • explicit-dynamics

pyMOR - Model Order Reduction with Python

  • python
  • model-reduction
  • model-order-reduction
  • control-systems