Graduate student in the Math department at UMass Amherst, working in the Nanoelectronics Theory and Simulation Laboratory under Eric Polizzi.
Currently researching Numerical Eigensolvers for Linear and Non-Linear Eigenproblems, Quaternion Operators and their Spectral properties, and Numerical Solutions to the Schrödinger Equation for Electronic Structure Calculation.
Julien Brenneck, and Eric Polizzi. An Iterative Method for Contour-Based Nonlinear Eigensolvers. (In Review) [arXiv]
Iteration for Contour-Based Nonlinear Eigensolvers (2020) [pdf]
- Given virtually at CERFACS Sparse Days 2020
Iteration for Contour-Based Nonlinear Eigensolvers (2021) [pdf]
- Presented at SIAM Annual Meeting 2021 - Symposium on Computational Methods for Eigenvalue Problems: Theory and Applications
Learning Hyper-Parameters with Bayesian Optimization (2018) [pdf]
Cross-Validation Methodology in Materials Science (2018) [pdf]