Franz Hamilton
Franz Hamilton
Johns Hopkins University Applied Physics Lab
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Ensemble Kalman filtering without a model
F Hamilton, T Berry, T Sauer
Physical Review X 6 (1), 011021, 2016
Real-time tracking of neuronal network structure using data assimilation
F Hamilton, T Berry, N Peixoto, T Sauer
Physical Review E 88 (5), 052715, 2013
Detecting connectivity changes in neuronal networks
T Berry, F Hamilton, N Peixoto, T Sauer
Journal of neuroscience methods 209 (2), 388-397, 2012
Hybrid modeling and prediction of dynamical systems
F Hamilton, AL Lloyd, KB Flores
PLoS Computational Biology 13 (7), e1005655, 2017
Predicting chaotic time series with a partial model
F Hamilton, T Berry, T Sauer
Physical Review E 92 (1), 010902, 2015
Differential responses to ω-agatoxin IVA in murine frontal cortex and spinal cord derived neuronal networks
GL Knaack, H Charkhkar, FW Hamilton, N Peixoto, TJ O'Shaughnessy, ...
NeuroToxicology 37, 19-25, 2013
Kalman-Takens filtering in the presence of dynamical noise
F Hamilton, T Berry, T Sauer
The European Physical Journal Special Topics 226 (15), 3239-3250, 2017
Nonlinear Kalman Filtering for Censored Observations
J Arthur, A Attarian, F Hamilton, H Tran
Applied Mathematics and Computation 316, 155-166, 2017
Reconstructing neural dynamics using data assimilation with multiple models
F Hamilton, J Cressman, N Peixoto, T Sauer
EPL (Europhysics Letters) 107 (6), 68005, 2014
Non‐parametric Data Assimilation Scheme for Land Hydrological Applications
M Khaki, F Hamilton, E Forootan, I Hoteit, J Awange, M Kuhn
Water Resources Research, 2018
Forecasting and uncertainty quantification using a hybrid of mechanistic and non-mechanistic models for an age-structured population model
J Lagergren, A Reeder, F Hamilton, RC Smith, KB Flores
Bulletin of Mathematical Biology 80 (6), 1578-1595, 2018
Time-dependent increase in network response to stimulation
F Hamilton, R Graham, L Luu, N Peixoto
PloS one 10 (11), e0142399, 2015
Parameter estimation in differential equations: A numerical study of shooting methods
F Hamilton
SIAM Undergraduate Research Online 4 (16-31), 1, 2011
Correcting observation model error in data assimilation
F Hamilton, T Berry, T Sauer
Chaos: An Interdisciplinary Journal of Nonlinear Science 29 (5), 053102, 2019
Tracking intracellular dynamics through extracellular measurements
F Hamilton, T Berry, T Sauer
PloS one 13 (10), e0205031, 2018
Detection of bladder contractions from the activity of the external urethral sphincter in rats using sparse regression
EM Rutter, CL Langdale, JA Hokanson, F Hamilton, H Tran, WM Grill, ...
IEEE Transactions on Neural Systems and Rehabilitation Engineering 26 (8 …, 2018
Adaptive filtering for hidden node detection and tracking in networks
F Hamilton, B Setzer, S Chavez, H Tran, AL Lloyd
Chaos: An Interdisciplinary Journal of Nonlinear Science 27 (7), 073106, 2017
Target Engagement with Transcranial Current Stimulation
F Fröhlich, S Alagapan, MR Boyle, F Hamilton, G Li, C Lustenberger, ...
Transcranial Direct Current Stimulation in Neuropsychiatric Disorders, 197-222, 2016
Dynamic steering of in vitro cortical neurons using field stimulation
F Hamilton, A Akhavian, G Knaack, H Charkhkar, S Minnikanti, WJ Kim, ...
2014 36th Annual International Conference of the IEEE Engineering in …, 2014
Nonlinear kalman filtering for censored observations
FW Hamilton, HT Tran, A Attarian
North Carolina State University. Center for Research in Scientific Computation, 2017
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