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Sam Dillavou

university of pennsylvania

10H-index
35Paper Count
875Citation Count
Published Papers 9
Publication Date
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Cornerstones are the key stones: using interpretable machine learning to probe the clogging process in 2D granular hoppers
errSoft Matter
IF2.8
err2025-08-17
err0
errOAAI
errJesse M. Hanlan ‡; Sam Dillavou ‡; Andrea J. Liu; Douglas J. Durian
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Equation of motion for taut-line buzzers
errPHYSICAL REVIEW APPLIED
IF4.4
err2024-07-03
err0
errOAAI
errGerra, Alexander J.; Jones, Courtney C.; Dillavou, Sam; Hanlan, Jesse M.; Radzio, Julia; Arratia, Paulo E.; Durian, Douglas J.
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Machine learning without a processor: Emergent learning in a nonlinear analog network
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2024-07-02
err3
errOAAI
errDillavou, Sam; Beyer, Benjamin D.; Stern, Menachem; Liu, Andrea J.; Miskin, Marc Z.; Durian, Douglas J.
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Bellybutton: accessible and customizable deep-learning image segmentation
errSCIENTIFIC REPORTS
IF3.9
err2024-06-20
err1
errOAAI
errDillavou, Sam; Hanlan, Jesse M.; Chieco, Anthony T.; Xiao, Hongyi; Fulco, Sage; Turner, Kevin T.; Durian, Douglas J.
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errSave
Demonstration of Decentralized Physics-Driven Learning
errPHYSICAL REVIEW APPLIED
IF4.4
err2022-07-18
err41
errOAAI
errDillavou, Sam; Stern, Menachem; Liu, Andrea J.; Durian, Douglas J.
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errSave
Physical learning beyond the quasistatic limit
errPHYSICAL REVIEW RESEARCH
IF4.2
err2022-05-16
err19
errOAAI
errStern, Menachem; Dillavou, Sam; Miskin, Marc Z.; Durian, Douglas J.; Liu, Andrea J.
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Desynchronous learning in a physics-driven learning network
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2022-04-11
err18
errOAAI
errWycoff, J. F.; Dillavou, S.; Stern, M.; Liu, A. J.; Durian, D. J.
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errSave
Spatters and spills: Spreading dynamics for partially wetting droplets
errPHYSICS OF FLUIDS
IF4.3
err2022-01-11
err7
errOAAI
errDurian, Sylvia C. L.; Dillavou, Sam; Markin, Kwame; Portales, Adrian; Maldonado, Bryan O. Torres; Irvine, William T. M.; Arratia, Paulo E.; Durian, Douglas J.
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Influences of microcontact shape on the state of a frictional interface
errPHYSICAL REVIEW RESEARCH
IF4.2
err2020-03-09
err12
errOAAI
errPilvelait, Tom; Dillavou, Sam; Rubinstein, Shmuel M.
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Research Directions

No research directions
Co-authors
Cooperation Journals
A
Andrea J. Liu
H-index: 68 · Papers: 441
D
D. J. Durian
H-index: 57 · Papers: 354
P
Paulo E. Arratia
H-index: 45 · Papers: 273
K
Kevin T. Turner
H-index: 39 · Papers: 272
W
William T. M. Irvine
H-index: 32 · Papers: 154
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