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I'm a staff scientist at the Applied Mathematics and Plasma Physics group in Los Alamos National Laboratory (LANL). I am also part of the Advanced Network Science Initiative at LANL. I'm interested in development of efficient formulations and algorithms for modeling, design and control of complex physical systems. I also work on applications of MILPs and MINLPs in various branches of engineering, power systems, and control theory.

As part of my research projects, I am working on various open-source packages, mostly in computational optimization. Julia language and JuMP are the basis for most of my projects. Here are a few packages which I am currently working on:

  1. Alpine.jl: A Julia-based novel global optimization solver for non-convex MINLPs.
  2. QuantumCircuitOpt.jl: A Julia/JuMP-based Package for optimal quantum circuit design based on discrete optimization methods.
  3. LaplacianOpt.jl: A Julia/JuMP-based Package for maximizing algebraic connectivity of undirected weighted graphs.

Here is the link to my website: http://harshanagarajan.com

Harsha Nagarajan's Projects

cosmo.jl icon cosmo.jl

COSMO: An ADMM-based solver for convex conic optimisation problems (LP, QP, SOCP, SDP). Written in Julia

general icon general

The official registry of general Julia packages

laplacianopt.jl icon laplacianopt.jl

A Julia/JuMP Package for Maximizing Algebraic Connectivity of Undirected Weighted Graphs

restartsqp icon restartsqp

SQPhotstart: A Sequential Quadratic Programming Solver for Constrained Nonlinear Optimization

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