2 papers
physics.chem-ph2025
Vibrational Fingerprints of Strained Polymers: A Spectroscopic Pathway to Mechanical State Prediction
Julian Konrad, Janina Mittelhaus, David M. Wilkins +2
The vibrational response of polymer networks under load provides a sensitive probe of molecular deformation and a route to non-destructive diagnostics. Here we show that machine-le…
cs.CE2025
Smart Reaction Templating: A Graph-Based Method for Automated Molecular Dynamics Input Generation
Julian Konrad, Robert MeiÃner
Accurately modeling chemical reactions in molecular dynamics simulations requires detailed pre- and post-reaction templates, often created through labor-intensive manual workflows.…