Douglas J Durian

11PUBLICATIONS
42CO-AUTHORS
Semi- and unsupervised learningStructural properties of condensed matterMicrofluidics and nanofluidicsTribologyNeural networks
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Publications (11)

|Sep 24, 2026
Double descent without digital computation.

|Apr 29, 2026
Structural aging of a cohesive and amorphous granular solid under cyclic loading.

|Apr 02, 2026
Collective behavior and memory states in flow networks with tunable bistability.

Lauren E Altman, Nadia Aguilar, Douglas J Durian

|Jul 16, 2025
Cornerstones are the key stones: using interpretable machine learning to probe the clogging process in 2D granular hoppers.

Jesse M Hanlan, Sam Dillavou, Andrea J Liu

|Feb 10, 2025
Disorder enhances the fracture toughness of 2D mechanical metamaterials.

Sage Fulco, Michal K Budzik, Hongyi Xiao

|Jul 02, 2024
Machine learning without a processor: Emergent learning in a nonlinear analog network.

Sam Dillavou, Benjamin D Beyer, Menachem Stern

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Frequent Collaborators

5 joint publications

Andrea J Liu

3 joint publications

Sam Dillavou

3 joint publications

Hongyi Xiao

2 joint publications

Robert J S Ivancic