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Tommie A. Catanach
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Year
Heterogeneity, correlations and financial contagion
F Caccioli, TA Catanach, JD Farmer
Advances in Complex Systems 15 (supp02), 1250058, 2012
1722012
Line outage localization using phasor measurement data in transient state
M Garcia, T Catanach, S Vander Wiel, R Bent, E Lawrence
IEEE Transactions on Power Systems 31 (4), 3019-3027, 2015
432015
Generalizing information to the evolution of rational belief
JA Duersch, TA Catanach
Entropy 22 (1), 108, 2020
122020
Bayesian inference of stochastic reaction networks using multifidelity sequential tempered Markov chain Monte Carlo
TA Catanach, HD Vo, B Munsky
International journal for uncertainty quantification 10 (6), 2020
122020
Bayesian system identification using auxiliary stochastic dynamical systems
TA Catanach, JL Beck
International Journal of Non-Linear Mechanics 94, 72-83, 2017
112017
Bayesian updating and uncertainty quantification using sequential tempered mcmc with the rank-one modified metropolis algorithm
TA Catanach, JL Beck
arXiv preprint arXiv:1804.08738, 2018
92018
Periodic variations in muon flux at project grand
J Poirier, T Catanach
Proc. Int. Cosmic Ray Conf 11, 173-176, 2011
72011
Design of experiments for the calibration of history-dependent models via deep reinforcement learning and an enhanced Kalman filter
R Villarreal, NN Vlassis, NN Phan, TA Catanach, RE Jones, NA Trask, ...
Computational Mechanics 72 (1), 95-124, 2023
62023
Atmospheric effects on muon flux at Project GRAND
J Poirier, T Catanach
2011 32nd International Cosmic Ray Conference, Beijing, 11-18, 2011
62011
Context dependence of biological circuits
TA Catanach, R McCardell, AA Baetica, RM Murray
bioRxiv, 360040, 2018
52018
Computational methods for Bayesian inference in complex systems
TA Catanach
California Institute of Technology, 2017
52017
Parsimonious inference
JA Duersch, TA Catanach
arXiv preprint arXiv:2103.02165, 2021
22021
Characterization of Partially Observed Epidemics-Application to COVID-19
C Safta, J Ray, E Acquesta, TA Catanach, KS Chowdhary, B Debusschere, ...
Sandia National Lab.(SNL-CA), Livermore, CA (United States); Sandia National …, 2020
22020
A Bayesian approach to inferring chemical signal timing and amplitude in a temporal logic gate using the cell population distributional response
AA Baetica, TA Catanach, V Hsiao, RM Murray, JL Beck
bioRxiv, 087379, 2016
22016
Metrics for Bayesian Optimal Experiment Design Under Model Misspecification
TA Catanach, N Das
2023 62nd IEEE Conference on Decision and Control (CDC), 7707-7714, 2023
12023
Advanced Research Directions on AI for Science, Energy, and Security: Report on Summer 2022 Workshops
J Carter, J Feddema, D Kothe, R Neely, J Pruet, R Stevens, ...
Argonne National Laboratory (ANL), Argonne, IL (United States), 2023
12023
Learning a quantum computer's capability using convolutional neural networks
D Hothem, K Young, T Catanach, T Proctor
arXiv preprint arXiv:2304.10650, 2023
12023
Adaptive n-ary Activation Functions for Probabilistic Boolean Logic
JA Duersch, TA Catanach, N Das
arXiv preprint arXiv:2203.08977, 2022
12022
Predicting circuit success rates with artificial neural networks
D Hothem, K Young, T Catanach, T Proctor
APS March Meeting Abstracts 2022, K35. 003, 2022
12022
Modeling Failure of Electrical Transformers due to Effects of a HEMP Event
CW Hansen, TA Catanach, AM Glover, JG Huerta, Z Stuart, R Guttromson
Sandia National Lab.(SNL-NM), Albuquerque, NM (United States); Sandia …, 2020
12020
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