Tim A. Linke

Computational Engineer

I'm a computational engineer in the San Francisco Bay Area. My research combines multiscale physics modeling, high-performance computing, and scientific code development. My work spans atomistic, kinetic, and continuum methods within HPC workflows, optimization routines and digital twins. I strongly value bridging ideas to products, and have contributed and deployed production-grade simulation tools that accelerate progress in fusion energy and high-energy physics applications. If you would like to get in touch, you can reach me via e-mail.

Research

Advancing Material Modeling in Hydrocodes Beyond Equations of State

T. Linke, D. Sterbentz, J.P. Delplanque, S. Hamel, K. Korner, P. Myint, L. Benedict, J. Belof

Paper

A Concurrent Multiscale Framework Coupling Direct Simulation Monte Carlo and Molecular Dynamics

T. Linke, D. Sterbentz, N. Gronbech-Jensen, J.P. Delplanque, J. Belof

Paper Code

Neural Network Modeling of Transonic Buffet on the NASA Common Research Model

R. Zahn, T. Linke, C. Breitsamter

Paper

Projects

Machine Learning Framework for ICF Capsule Heat Transport

Tim Linke

Code Report

Optimization Routine Implementation for Highly Parallel, Nonlinear Problems in the Modular Finite Element Method Library

Tim Linke, Mathias Schmidt, Boyan Lazarov

Code Article MFEM

Modern Langevin Algorithms for Molecular Dynamics in the Large-scale Atomic/Molecular Massively Parallel Simulator

Tim Linke, Niels Gronbech-Jensen

Code LAMMPS

Computational Model of a Table Top Shock Tunnel for Hypersonic Environments

Lindsay Feyrer, Tim Linke

Paper Award