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Avinash Subramanian's Projects

omchemsim icon omchemsim

Chemical library developed using OpenModelica for steady-state and dynamic process simulation

pigeons.jl icon pigeons.jl

Distributed and parallel sampling from intractable distributions

pybnb icon pybnb

A parallel branch-and-bound engine for Python. (https://pybnb.readthedocs.io/)

pyddsbb icon pyddsbb

Python Package for Data-driven Spatial Branch-and-bound Algorithm

reactorch icon reactorch

A Differentiable Reacting Flow Simulation Package in PyTorch

scimlbenchmarks.jl icon scimlbenchmarks.jl

Scientific machine learning (SciML) benchmarks, AI for science, and (differential) equation solvers. Covers Julia, Python (PyTorch, Jax), MATLAB, R

scimldocs icon scimldocs

Global documentation for the Julia SciML Scientific Machine Learning Organization

seai icon seai

CMU Lecture: Machine Learning In Production / AI Engineering / Software Engineering for AI-Enabled Systems (SE4AI)

suspect icon suspect

Special Structure Detection for Pyomo

symforce icon symforce

Fast symbolic computation, code generation, and nonlinear optimization for robotics

thermopack icon thermopack

Thermopack is a thermodynamic model library for fluid properties and PVT calculations

thermopower icon thermopower

A Modelica library for thermal power generation system modelling

tilmedia icon tilmedia

Modelica library with thermophysical properties of fluids and solids (Used for ClaRa library)

__crashcourse__ icon __crashcourse__

Initiatory crash course on Modelica, its standard library and the IDEAS library for building and district energy simulations.

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