Dr. Simone Ulzega
Dr. Simone Ulzega
ZHAW
School of Life Sciences and Facility Management
FG Biomedical Simulation
Schloss
8820 Wädenswil
Projects
- Feature Learning for Bayesian Inference / Team member / Project ongoing
- Machine learning for NMR spectroscopy / Team member / Project completed
- Data mining in neurological medicine / Project leader / Project completed
- Digital simulation for the tailored production of 3D nanofiber filters and their integration in a full protective suit for pandemic cases / Team member / Project completed
- BISTOM – Bayesian Inference with Stochastic Models / Project leader / Project completed
- A cloud-based IoT approach for food safety and quality prediction / Team member / Project completed
- Advanced Bayesian inference with stochastic hydrological models / Team member / Project completed
Publications
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Bacci, Marco; Sukys, Jonas; Reichert, Peter; Ulzega, Simone; Albert, Carlo,
2023.
A comparison of numerical approaches for statistical inference with stochastic models.
Stochastic Environmental Research and Risk Assessment.
Available from: https://doi.org/10.1007/s00477-023-02434-z
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Ulzega, Simone; Albert, Carlo,
2023.
Hydrology and Earth System Sciences.
27(15), pp. 2935-2950.
Available from: https://doi.org/10.5194/hess-27-2935-2023
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Castelnovo, Anna; Amacker, Julian; Maiolo, Massimo; Amato, Ninfa; Pereno, Matteo; Riccardi, Silvia; Danani, Andrea; Ulzega, Simone; Manconi, Mauro,
2022.
High-density EEG power topography and connectivity during confusional arousal.
Cortex.
(155), pp. 62-74.
Available from: https://doi.org/10.1016/j.cortex.2022.05.021
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Albert, Carlo; Ulzega, Simone; Ozdemir, Firat; Perez-Cruz, Fernando; Mira, Antonietta,
2022.
Learning summary statistics for Bayesian inference with autoencoders.
SciPost Physics Core.
5(3), pp. 043.
Available from: https://doi.org/10.21468/SciPostPhysCore.5.3.043
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Albert, Carlo; Ferriz-Mas, Antonio; Gaia, Filippo; Ulzega, Simone,
2021.
Can stochastic resonance explain recurrence of Grand Minima?.
The Astrophysical Journal Letters.
916(2), pp. L9.
Available from: https://doi.org/10.3847/2041-8213/ac0fd6
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Maiolo, Massimo; Ulzega, Simone; Gil, Manuel; Anisimova, Maria,
2020.
Accelerating phylogeny-aware alignment with indel evolution using short time Fourier transform.
NAR Genomics and Bioinformatics.
2(4), pp. lqaa092.
Available from: https://doi.org/10.1093/nargab/lqaa092
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Weyland, Mathias S.; Thumser-Henner, Pauline; Nytko, Katarzyna J.; Rohrer Bley, Carla; Ulzega, Simone; Petri-Fink, Alke; Lattuada, Marco; Füchslin, Rudolf Marcel; Scheidegger, Stephan,
2020.
Computational and Mathematical Methods in Medicine.
2020.
Available from: https://doi.org/10.1155/2020/5972594
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Albert, Carlo; Ulzega, Simone; Stoop, Ruedi,
2016.
Physical Review E.
93(4).
Available from: https://doi.org/10.1103/PhysRevE.93.043313
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Cousin, Samuel; Charlier, Cyril; Kadeřávek, Pavel; Marquardsen, Thorsten; Tyburn, Jean-Max; Bovier, Pierre-Alain; Ulzega, Simone; Speck, Thomas; Wilhelm, Dirk; Engelke, Frank; Maas, Werner; Sakellariou, Dimitrios; Bodenhausen, Geoffrey; Pelupessy, Philippe; Ferrage, Fabien,
2016.
High-resolution two-field nuclear magnetic resonance spectroscopy.
Physical Chemistry Chemical Physics.
18(48), pp. 33187-33194.
Available from: https://doi.org/10.1039/C6CP05422F
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Ulzega, Simone; Albert, Carlo,
2019.
Bayesian inference for solar dynamo models [poster].
In:
1st Swiss “Workshop on Machine Learning for Environmental and Geosciences” (MLEG2019), Dübendorf, 16-17 January 2019.
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Weyland, Mathias; Thumser-Henner, Pauline; Rohrer Bley, Carla; Ulzega, Simone; Petri-Fink, Alke; Lattuada, Marco; Scheidegger, Stephan; Füchslin, Rudolf Marcel,
2019.
In:
Cagnoni, Stefano; Mordonini, Monica; Pecori, Riccardo; Roli, Andrea; Villani, Marco, eds.,
Artificial Life and Evolutionary Computation.
XIII International Workshop on Artificial Life and Evolutionary Computation (WIVACE), Parma, Italy, 10-12 September 2018.
Cham:
Springer.
pp. 127-137.
Communications in Computer and Information Science ; 900.
Available from: https://doi.org/10.1007/978-3-030-21733-4_10
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Ulzega, Simone; Albert, Carlo,
2019.
Bayesian parameter inference with stochastic solar dynamo models [poster].
In:
Platform for Advanced Scientific Computing (PASC19), Zurich, 12-14 June 2019.
ZHAW Zürcher Hochschule für Angewandte Wissenschaften.
Available from: https://doi.org/10.21256/zhaw-3225
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Ulzega, Simone,
2018.
Calibrating stochastic models for understanding solar activity.
Transfer.
2018(1), pp. 8.
Available from: https://doi.org/10.21256/zhaw-3851
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Ulzega, Simone,
2017.
Boosting Bayesian parameter inference of stochastic differential equation models [poster].
In:
Life in Numbers 3, Wädenswil, 31 August 2017.
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Ulzega, Simone,
2017.
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Ulzega, Simone; Albert, Carlo; Beer, Jürg,
2023.
In:
5th Swiss SCOSTEP Workshop, Windisch, Switzerland, 15-16 May 2023.
Available from: http://scostep2023.cs.technik.fhnw.ch/pres/ulzega_scostep_2023.pdf
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Ulzega, Simone; Albert, Carlo,
2023.
In:
3rd biennial meeting of the ISBA Section on Bayesian Computation (Bayes Comp), Levi, Finnland, 15-17 March 2023.
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Ulzega, Simone; Albert, Carlo,
2022.
In:
EGU General Assembly 2022, Vienna, Austria, 23-27 May 2022.
Available from: https://doi.org/10.5194/egusphere-egu22-8729
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Albert, Carlo; Gaia, Filippo; Ulzega, Simone,
2020.
Can stochastic resonance explain the amplification of planetary tidal forcing?.
In:
EGU General Assembly 2020, Online, 4-8 May 2020.
Available from: https://presentations.copernicus.org/EGU2020/EGU2020-15185_presentation.pdf
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Albert, Carlo; Ulzega, Simone,
2020.
Stochastic resonance could explain recurrence of Grand Minima.
In:
EGU General Assembly 2020, online, 4-8 May 2020.
Available from: https://doi.org/10.5194/egusphere-egu2020-15185
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Ulzega, Simone; Albert, Carlo,
2019.
Bayesian inference methods for the calibration of stochastic dynamo models.
In:
4th Solar Dynamo Thinkshop, Rome, Italy, 25 - 26 November 2019.
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Albert, Carlo; Ulzega, Simone,
2019.
Can stochastic resonance explain the amplification of planetary tidal forcing?.
In:
4th Solar Dynamo Thinkshop, Rome, Italy, 25 - 26 November 2019.
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Ulzega, Simone; Albert, Carlo,
2018.
Bayesian parameter inference with stochastic solar dynamo models.
In:
NDES 2018, 26th Nonlinear Dynamics of Electronic Systems Conference, Acireale, Italy, June, 11-13 2018.
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Ulzega, Simone; Albert, Carlo; Abreu, Josè; Beer, Jürg,
2018.
In:
Biannual Workshop on Solar Physics, Freiburg, Germany, 7-9 May 2018.
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Ulzega, Simone,
2018.
In:
Kick-off Workshop for SDSC-ETH BISTOM project at Eawag, Dübendorf, Germany, 10 January 2018.
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Weyland, Mathias; Thumser-Henner, Pauline; Rohrer Bley, Carla; Ulzega, Simone; Petri-Fink, Alke; Lattuada, Marco; Scheidegger, Stephan; Füchslin, Rudolf Marcel,
2018.
In:
XIII International Workshop on Artificial Life and Evolutionary Computation (WIVACE), Parma, Italy, 10-12 September 2018.
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Ulzega, Simone,
2017.
In:
NDES 2017, 25th Nonlinear Dynamics of Electronic Systems Conference, Zernez, 5-7 June 2017.