I am quite new at Linnaeus University as I started as Senior Lecturer in August 2023. Since December 2023 I am Docent, which could be translated as Associate Professor in the area of Stochastic Analysis.
I finished my PhD 2013 at the Technische Universität Kaiserslautern in Germany in the field of Stochastic Analysis under the supervision of Martin Grothaus. From August 2013 to August 2014 I was postdoctoral fellow at the Center of Mathematical Analysis and its Applications (CMAF) in Lisbon, Portugal.
Starting from September 2014 I was on a lecturer position at TU Kaiserslautern and from 2015 I was permanent senior lecturer (Akademischer Rat) and responsible for the Engineering Mathematics in Kaiserslautern.
During my academic life I have actively participated in several comissions and was also highly involved in internationalization.
I want to use my knowledge to be a "change maker" and enhance the international visibility of LNU in Stochastic Analysis.
Teaching
I am currently teaching
1MA441/1MA401 Basic Mathematics for Computer Science/ Mathematics
4MA901 Applied Analysis
Please see MyMoodle for the websites.
Research
Currently my research has 3 focal projects:
1.) Non-Gaussian Analysis and Random Time Change
(with O. Draouil from University of Tunis El Manar and Lorenzo Cristofaro from University of Luxembourg)
Aim is the development of a white noise like calculus for non-Gaussian measures which can be represented as randomly scaled Gaussian measures. Classical examples are Incomplete Gamma measures and the Mittag-Leffler measure.
The corresponding processes have structural properties which are very close to that of Gaussian processes. We want to use these to develop a regularity theory in the sense of Meyer-Watanabe, based on the Hitsude-Skorokhod type integral.
2.) Non-Linear Markov Processes and McKean-SDEs
(with M. Louriki (Cadi Ayyad, Morrocco), M. Rehmeier (TU Berlin) and M. Röckner (University of Bielefeld)
Röckner and Rehmeier studied nonlinear Markov processes in the sense of McKean's and present a large class of new examples. Their notion of nonlinear Markov processes is more general in order to include examples of such processes whose one-dimensional time marginal densities solve a nonlinear parabolic PDE. They showed that the associated nonlinear Markov process is given by path laws of weak solutions to a corresponding distribution-dependent stochastic differential equation where both the diffusion and drift coefficient depends singularly (i.e. Nemytskii-type) on its one-dimensional time marginals.
In this project we lift the theory from the vector-valued to the Gel'fand triple, i.e. infinite dimensional case and establish also a realtionship to a generalized quadratic form. A generalization of McKean-Type was studied by me and M. Louriki for McKean bridges of mean type.
3.) White Noise Analysis and Mittag-Leffler Analysis
In this project, we have serval conributions to the theory of Gaussian Analysis and Mittag-Leffler Analysis.
- Mosco convergence vs. Hida convergence
In this subproject, I established a sufficient condition for Kuwae-Shioya-Mosco convergence for Dirichlet forms over White Noise spaces. We linked the convergence to a uniform convergence of Hida-distributions. The result is also valid for changing reference measures. As an example we showed that the planar fractional Edwards measure can be used to approximate the stochastic quantization of the planar Brownian polymer measure.
- Operators and Regularity in Mittag-Leffler Analysis
In this subproject we established an operator calculus for non-Gaussian analysis using differential operators on polynomials. The challenge is that there is no Fock space in the Mittag-Leffler case. In addition we worked out concepts for regularity theory in non-Gaussian analysis, which are user friendly.
My research groups
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Computational Mathematics for Predictive Digital Twins (PreDiTwin) In recent years, remarkable progress in mathematics, process-based modeling, data science, and sensor technology has opened up…
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Stochastic Analysis and Stochastic Processes The researchers of this group focus on analytical and numerical aspects of solutions to stochastic differential equations (SDE’s and SPDE’s) and stochastic…
Publications
Article in journal (Refereed)
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Fome, A.D., Bock, W., Klar, A. (2025). Analysis of a competitive respiratory disease system with quarantine : Epidemic thresholds and cross-immunity effects. Applied Mathematics and Computation. 485.
Status: Published -
Bock, W., Canto, C.G., Barquero, D.M., Gonzalez, C.M., Campos, I.R., et al. (2024). Algebraic Entropy of Path Algebras and Leavitt Path Algebras of Finite Graphs. Results in Mathematics. 79 (5).
Status: Published -
Bock, W., Cristofaro, L. (2024). Characterization and analysis of generalized grey incomplete gamma noise. Stochastics : An International Journal of Probablitiy and Stochastic Processes.
Status: Epub ahead of print -
Bock, W., Futorny, V., Neklyudov, M. (2024). A Jordan-Schwinger Variant of the Spectral Theorem for Linear Operators. Journal of Mathematical Analysis and Applications. 531 (1).
Status: Published -
Bock, W., Bock, M. (2023). Two generalizations of Mehler’s formula in white noise analysis. Stochastics : An International Journal of Probablitiy and Stochastic Processes. 95 (4). 501-520.
Status: Published -
Bock, W., Sebandal, A.N. (2023). An adjacency matrix perspective of talented monoids and Leavitt path algebras. Linear Algebra and its Applications. 678. 295-316.
Status: Published -
Bock, W., Sebandal, A., Vilela, J. (2023). A talented monoid view on Lie bracket algebras over Leavitt path algebras. Journal of Algebra and its Applications. 22 (8).
Status: Published -
Bock, W., Grothaus, M., Orge, K. (2023). Stochastic analysis for vector-valued generalized grey Brownian motion. Theory Probability and Mathematical Statistics. (108). 1-27.
Status: Published -
Rodiah, I., Vanella, P., Kuhlmann, A., Jaeger, V.K., Harries, M., et al. (2023). Age-specific contribution of contacts to transmission of SARS-CoV-2 in Germany. European Journal of Epidemiology. 38 (1). 39-58.
Status: Published -
Sherratt, K., Gruson, H., Grah, R., Johnson, H., Niehus, R., et al. (2023). Predictive performance of multi-model ensemble forecasts of COVID-19 across European nations. eLIFE. 12.
Status: Published -
Bock, W., Futorny, V., Neklyudov, M. (2022). A Poisson algebra on the Hida test functions and a quantization using the Cuntz algebra. Letters in Mathematical Physics. 112 (2).
Status: Published -
Bock, W., Canama, J., Petalcorin, G. (2022). On Solvable Lie Algebras of White Noise Operators. Symmetry. 14 (11).
Status: Published -
Liguarda, R., Caga-Anan, R.L., Bock, W. (2022). Optimal control for a tuberculosis model with exogenous reinfection under the influence of stigma. Computational and Mathematical Biophysis. 10. 249-261.
Status: Published -
Bock, W., Futorny, V., Neklyudov, M. (2021). Convex topological algebras via linear vector fields and Cuntz algebras. Journal of Pure and Applied Algebra. 225 (3).
Status: Published -
Abdul Salam, P.S., Bock, W., Klar, A., Tiwari, S. (2021). Disease contagion models coupled to crowd motion and mesh-free simulation. Mathematical Models and Methods in Applied Sciences. 31 (6). 1277-1295.
Status: Published -
Bock, W., Fattler, T., Streit, L. (2021). The Edwards model for fractional Brownian loops and starbursts. Journal of Stochastic Analysis. 2 (2).
Status: Published -
Bock, W., Bornales, J.B., Streit, L. (2021). Dynamical properties of Gaussian chains and loops with long-range interactions. Reports on mathematical physics. 88 (2). 233-246.
Status: Published -
Bock, W., Gumanoy, A.E. (2021). Generalized Mittag-Leffler kernels and generalized scaling operators in Mittag-Leffler analysis. Methods of Functional Analysis and Topology. 27 (4). 308-319.
Status: Published -
Müller, N., Bock, W. (2021). Stochastic perturbation of the Lighthill-Whitham-Richards model via the method of stochastic characteristics. Journal of Mathematics in Industry. 11 (1).
Status: Published -
Bock, W., Jayathunga, Y., Götz, T., Rockenfeller, R. (2021). Are the upper bounds for new SARS-CoV-2 infections in Germany useful?. Computational and Mathematical Biophysis. 9 (1). 242-260.
Status: Published -
Heidrich, P., Jayathunga, Y., Bock, W., Götz, T. (2021). Prediction of dengue cases based on human mobility and seasonality : an example for the city of Jakarta. Mathematical methods in the applied sciences. 44 (17). 13633-13658.
Status: Published -
Bock, W., Desmettre, S., Da Silva, J.L. (2020). Integral representation of generalized grey Brownian motion. Stochastics : An International Journal of Probablitiy and Stochastic Processes. 92 (4). 552-565.
Status: Published -
Bock, W., Da Silva, J.L., Suryawan, H.P. (2020). Self-intersection local times for multifractional Brownian motion in higher dimensions : a white noise approach. Infinite Dimensional Analysis Quantum Probability and Related Topics. 23 (1).
Status: Published -
Bock, W., Da Silva, J.L., Streit, L. (2020). Fractional periodic processes : properties and an application of polymer form factors. Reports on mathematical physics. 85 (2). 267-280.
Status: Published -
Bock, W., Da Silva, J.L., Streit, L. (2019). On the potential in non-Gaussian chain polymer models. Mathematical methods in the applied sciences. 42 (18). 7452-7460.
Status: Published -
Bock, W., Jayathunga, Y. (2019). Optimal control of a multi-patch dengue model under the influence of Wolbachia bacterium. Mathematical Biosciences. 315.
Status: Published -
Bock, W., Götz, T., Liyanage, U.P. (2018). Parameter estimation of fiber lay-down in nonwoven production : an occupation time approach. International Journal of Advances in Engineering Sciences and Applied Mathematics. 10 (1). 2-8.
Status: Published -
Bock, W., Da Silva, J.L., Fattler, T. (2018). Analysis of stochastic quantization for the fractional Edwards measure. Reports on mathematical physics. 82 (2). 187-202.
Status: Published -
Bock, W., Jayathunga, Y. (2018). Optimal control and basic reproduction numbers for a compartmental spatial multipatch dengue model. Mathematical methods in the applied sciences. 41 (9). 3231-3245.
Status: Published -
Götz, T., Altmeier, N., Bock, W., Rockenfeller, R., Sutimin, S., et al. (2017). Modeling dengue data from Semarang, Indonesia. Ecological Complexity : An International Journal on Biocomplexity in the Environment and Theoretical Ecology. 30. 57-62.
Status: Published -
Bock, W., Capraro, P. (2017). The Hamiltonian path integral for potentials of the Albeverio Hø egh-Krohn class : a white noise approach. Reports on mathematical physics. 79 (1). 89-109.
Status: Published -
Bock, W., Fattler, T., Streit, L. (2017). Stochastic quantization for the fractional Edwards measure. Acta Applicandae Mathematicae - An International Survey Journal on Applying Mathematics and Mathematical Applications. 151. 81-88.
Status: Published -
Bock, W., Da Silva, J.L., Suryawan, H.P. (2016). Local times for multifractional Brownian motion in higher dimensions : a white noise approach. Infinite Dimensional Analysis Quantum Probability and Related Topics. 19 (4).
Status: Published -
Bock, W., Bornales, J.B., Cabahug, C.O., Eleutério, S., Streit, L. (2015). Scaling properties of weakly self-avoiding fractional Brownian motion in one dimension. Journal of statistical physics. 161 (5). 1155-1162.
Status: Published -
Bock, W., Oliveira, M.J., Da Silva, J.L., Streit, L. (2015). Polymer measure : Varadhan’s renormalization revisited. Reviews in Mathematical Physics. 27 (3).
Status: Published -
Bock, M., Bock, W. (2015). Regular transformation groups based on Fourier-Gauss transforms. Communications on Stochastic Analysis. 9 (2). 181-203.
Status: Published -
Bock, W., Grothaus, M. (2015). The Hamiltonian path integrand for the charged particle in a constant magnetic field as white noise distribution. Infinite Dimensional Analysis Quantum Probability and Related Topics. 18 (2).
Status: Published -
Bock, W. (2014). Hamiltonian path integrals in momentum space representation via white noise techniques. Reports on mathematical physics. 73 (1). 91-107.
Status: Published -
Bock, W., Götz, T., Grothaus, M., Liyanage, U.P. (2014). Parameter estimation from occupation times : a white noise approach. Communcations on Stocastic Analysis. 8 (4).
Status: Published -
Bock, W., Grothaus, M., Jung, S. (2012). The Feynman integrand for the charged particle in a constant magnetic field as white noise distribution. Communcations on Stocastic Analysis. 6 (4).
Status: Published -
Bock, W., Grothaus, M. (2012). A white noise approach to phase space Feynman path integrals. Theory of Probability and Mathematical Statistics. 85. 7-22.
Status: Published
Conference paper (Refereed)
- Sherly, A., Bock, W. (2022). Multipatch ZIKV Model and Simulations. Progress in Industrial Mathematics at ECMI 2021.. 433-438.
- Bock, W., Bornales, J.B., Cabahug, C.O., Fattler, T., Streit, L. (2020). Fractional Brownian motion : Some recent results and generalizations. 9th Jagna International Workshop: Stochastic Analysis – Mathematical Methods and Real-World Models : 8–18 January 2020, Bohol, Philippines.
- Bock, W., Bornales, J.B., Burgard, J.P., Babiera, J.E., Caga-Anan, R.L., et al. (2020). Testing, social distancing and age specific quarantine for COVID-19 : Case studies in Iligan City and Cagayan de Oro City, Philippines. 9th Jagna International Workshop Stochastic Analysis – Mathematical Methods and Real-World Models, 8–18 January 2020, Bohol, Philippines : Stochastic Analysis – Mathematical Methods and Real-World Models, 8–18 January 2020, Bohol, Philippines.
- Rodiah, I., Bock, W., Fattler, T. (2019). An agent based modeling of spatially inhomogeneous host-vector disease transmission. Progress in Industrial Mathematics at ECMI 2018. 165-173.
- Bock, W., Fattler, T., Rodiah, I., Tse, O. (2017). Numerical simulation of agent-based modeling of spatially inhomogeneous disease dynamics. Structure, Function and Dynamics from NM to GM : Proceedings of the 8th Jagna International Workshop, 4–7 January 2017, Bohol, Philippines.
- Bock, W., Fattler, T., Rodiah, I., Tse, O. (2017). An analytic method for agent-based modeling of spatially inhomogeneous disease dynamics. Struccture, Function and Dynamics from nm to Gm : Proceedings of the 8th Jagna International Workshop, 4–7 January 2017, Bohol, Philippines.
- Bock, W., Da Silva, J.L. (2017). Wick type SDEs driven by grey Brownian motion. Structure, Function and Dynamics from nm to Gm : Proceedings of the 8th Jagna International Workshop, 4–7 January 2017, Bohol, Philippines.
Chapter in book (Refereed)
- Lantau, J., Bracke, M., Bock, W., Capraro, P. (2020). The Design of a Successful Teacher Training to Promote Interdisciplinary STEM Modelling Projects. Mathematical Modelling Education and Sense-making. Springer. 455-465.
- Bock, W., Bracke, M. (2015). Applied school mathematics : Made in kaiserslautern. Currents in Industrial Mathematics : From Concepts to Research to Education. Springer. 403-437.
Chapter in book (Other academic)
- Bock, W., Bracke, M. (2018). Modellierung und Simulation von Krankheitsausbreitungen. Digitale Werkzeuge, Simulationen und mathematisches Modellieren. Springer. 121-136.
- Bock, W. (2017). How to use white noise analysis to make Feynman integrals mathematically rigorous. Let us use white noise. World Scientific. 67-115.
- Bock, W., Roth, A. (2016). Der unmögliche Freistoß. Neue Materialien fuer einen realitaetsbezogenen Mathematikunterricht 3 : ISTRON-Schriftenreihe. Springer. 15-24.
- Bock, W. (2016). Generalized scaling operators in white noise analysis and applications to Hamiltonian path integrals with quadratic action. Stochastic and Infinite Dimensional Analysis. Springer. 51-73.
- Bock, W., Bracke, M. (2014). Teamcycling : Optimales Teamtraining im Radsport. Neue Materialien fuer einen realitätsbezogenen Mathematikunterricht 2. Springer. 1-9.
Manuscript (preprint) (Other academic)
- Adamik, B., Bawiec, M., Bezborodov, V., Biecek, P., Bock, W., et al. (2020). Estimation of the Severeness Rate, Death Rate, Household Attack Rate and the Total Number of COVID-19 Cases Based on 16 115 Polish Surveillance Records.