I am an applied mathematician bridging the gap between theoretical analysis and real-world engineering. My research on Anderson Acceleration and algebraic splitting is used by national laboratories and federal agencies to optimize simulations for fusion energy, aerospace, and cardiovascular health.
💻 Software Infrastructure: Theoretical analysis provided the justification for new capabilities released in the SUNDIALS/KINSOL solver suite used by DOE National Laboratories (Report LLNL-JRNL-2007253).
⚛️ Fusion Energy Simulations: Research on Anderson Acceleration was adopted as the heuristic approach used to engineer adaptive damping protocols at Lawrence Livermore National Laboratory (Report LLNL-PROC-864392).
⚡ Exascale Computing: Implements Anderson-accelerated fixed-point iterations for ECP-supported neutrino transport simulations, citing my work as a standard convergence reference.
🚀 Aerospace Benchmark: Methods are explicitly cited as a "new alternative" and benchmark for accuracy in U.S. Air Force (AFOSR)-funded hypersonic fluid-structure interaction studies.
📘 Standardization in Textbook: Convergence results are featured as standard reference material in the 2022 SIAM textbook Solving Nonlinear Equations with Iterative Methods: Solvers and Examples in Julia (C.T. Kelley).
❤️ Biomedical Utility: Algebraic splitting research is cited by NIH-funded cardiovascular modeling experts at Emory University (research group of Covanos Inc. CSO), recognizing its relevance to computational tools for cardiovascular diagnostics.