#nonlinear-equations

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fromHackernoon
55 years ago

NonlinearSolve.jl: Other References You Can Turn to | HackerNoon

NonlinearSolve.jl is a high-performance, open-source solver for nonlinear systems implemented in Julia.
Bootstrapping
fromHackernoon
4 months ago

Initializing the Doyle-Fuller-Newman (DFN) Battery Model | HackerNoon

Effective initialization of DAEs is crucial for numerical solutions, ensuring convergence and well-posedness.
Benchmarking different algorithms reveals varied solver performances on complex DAE problems.
#numerical-algorithms
fromHackernoon
4 months ago
Scala

How We Evaluated Our Solvers on Three Numerical Experiments and Benchmarked Them | HackerNoon

The developed solvers for nonlinear equations demonstrate robustness across multiple benchmarks and outperform existing solvers.
fromHackernoon
4 months ago
Bootstrapping

Mathematical Description and Numerical Algorithms for Nonlinear Equations | HackerNoon

The NonlinearSolve.jl framework efficiently solves nonlinear problems using advanced numerical algorithms, enhancing convergence rates.
more#numerical-algorithms
fromHackernoon
4 months ago

Generalized Jacobian-Free Nonlinear Solvers Using Krylov Methods | HackerNoon

In large-scale systems, the utilization of Krylov Methods such as GMRES, when paired with preconditioning techniques, proves significantly advantageous over traditional approaches, showcasing enhanced performance.
Scala
fromHackernoon
4 months ago

NonlinearSolve.jl: High-Performance and Robust Solvers for Systems of Nonlinear Equations in Julia | HackerNoon

NonlinearSolve.jl is a high-performance solver suite for nonlinear equations in Julia, offering unique features like automatic algorithm selection and GPU support.
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