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Kaan Öcal
Kaan Öcal
Postdoctoral Researcher, University of Melbourne
Verified email at unimelb.edu.au - Homepage
Title
Cited by
Cited by
Year
Flexible statistical inference for mechanistic models of neural dynamics
JM Lueckmann, PJ Goncalves, G Bassetto, K Öcal, M Nonnenmacher, ...
Advances in neural information processing systems 30, 2017
2242017
Training deep neural density estimators to identify mechanistic models of neural dynamics
PJ Gonçalves, JM Lueckmann, M Deistler, M Nonnenmacher, K Öcal, ...
Elife 9, e56261, 2020
1852020
Parameter estimation for biochemical reaction networks using Wasserstein distances
K Öcal, R Grima, G Sanguinetti
Journal of Physics A: Mathematical and Theoretical 53 (3), 034002, 2019
282019
Approximating solutions of the chemical master equation using neural networks
A Sukys, K Öcal, R Grima
Iscience 25 (9), 2022
182022
Inference and uncertainty quantification of stochastic gene expression via synthetic models
K Öcal, MU Gutmann, G Sanguinetti, R Grima
Journal of The Royal Society Interface 19 (192), 20220153, 2022
72022
Model reduction for the Chemical Master Equation: An information-theoretic approach
K Öcal, G Sanguinetti, R Grima
The Journal of Chemical Physics 158 (11), 2023
32023
Statistical inference for analyzing sloppiness in neuroscience models
M Deistler, GJ Pedro, JM Lueckmann, K Oecal, DS Greenberg, JH Macke
Bernstein Conference 2019, Berlin, Germany, 2019
22019
Incorporating extrinsic noise into mechanistic modelling of single-cell transcriptomics
K Öcal
bioRxiv, 2023.09. 30.560282, 2023
12023
Flexible statistical inference for mechanistic models of neural dynamics
P Goncalves, JM Lueckmann, G Bassetto, K Oecal, M Nonnenmacher, ...
Bonn Brain 3, 2018
12018
The timing of cellular events: a stochastic vs deterministic perspective
L Ham, MA Coomer, K Öcal, R Grima, MPH Stumpf
bioRxiv, 2023.07. 20.549956, 2023
2023
Adaptively learned calibration kernels for stable importance sampling in regression ABC
M Nonnenmacher, K Oecal, JH Macke
ISBA 2018 Workshop'ABC in Edinburgh', 2018, Edinburgh, UK, 2018
2018
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Articles 1–11