Sebastian Micluța-Câmpeanu

@SebastianM-C · User

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Theoretical and Computational physicist

@JuliaComputingBucharest, Romania64 followers117 repositories

Repositories

SebastianM-C/PureUMFPACK.jl

Pure-Julia sparse LU (UMFPACK translation): Gilbert–Peierls + supernodal multifrontal, AMD/COLAMD ordering. SciML-style package; staging repo, transfer to SciML when reviewed.

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SebastianM-C/SciMLSensitivity.jl

A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine learning (SciML). Optimize-then-discretize, discretize-then-optimize, adjoint methods, and more for ODEs, SDEs, DDEs, DAEs, etc.

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SebastianM-C/ModelingToolkit.jl

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

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SebastianM-C/PreallocationTools.jl

Tools for building non-allocating pre-cached functions in Julia, allowing for GC-free usage of automatic differentiation in complex codes

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SebastianM-C/NonlinearSolve.jl

High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.

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