3 papers
cond-mat.soft2025
General Purpose Inverse Design of Heterogeneous Finite-Sized Assemblies
Livia A. J. Guttieres, Ryan K. Krueger, Remi Drolet +1
Designing heterogeneous, self-assembling systems is a central challenge in soft matter and biology. We present a framework that uses gradient-based optimization to invert an analyt…
physics.bio-ph2024
Fitting Coarse-Grained Models to Macroscopic Experimental Data via Automatic Differentiation
Ryan K. Krueger, Megan C. Engel, Ryan Hausen +1
Developing physics-based models for molecular simulation requires fitting many unknown parameters to diverse experimental datasets. Traditionally, this process is piecemeal and dif…
cond-mat.soft2023
Tuning Colloidal Reactions
Ryan Krueger, Ella King, Michael Brenner
The precise control of complex reactions is critical for biological processes yet our inability to design for specific outcomes limits the development of synthetic analogues. Here,…