ORCID – Google Scholar – Scopus

**Submitted**

(with E. Feliu and S. Müller) Characterizing injectivity of classes of maps via classes of matrices, 23 pages, 2019. Submitted. arXiv

(with S. Müller and J. Hofbauer) On the bijectivity of families of exponential/generalized polynomial maps, 32 pages, 2019. Under revision. arXiv

Algebraic and algorithmic methods for analysis: Integro-differential equations, positive steady states, and wavelets. Habilitation thesis, Johannes Kepler University Linz, 2018. Submitted.

**Refereed Publications**

(with Alban Quadrat) Computing polynomial solutions and annihilators of integro-differential operators with polynomial coefficients, in *Algebraic Methods and Symbolic-Numeric Computation in Systems Theory*, Advances in Delays and Dynamics, Vol. 9, Springer International Publishing, 26 pages, 2019. To appear. pdf* | * hal

(with B. Boros, J. Hofbauer, S. Müller) Planar S-systems: Global stability and the center problem, * Discrete and Continuous Dynamical* *Systems. Series A* **39** (2019) pp. 707-727. DOI* |* arXiv

(with M. P Gerstl, S. Müller, J. Zanghellini) Flux tope analysis: studying the coordination of reaction directions in metabolic networks, *Bioinformatics* **35** (2019) pp. 266–273. DOI

(with T. Cluzeau, J. Hossein Poor, A. Quadrat, C.G. Raab) Symbolic computation for integro-differential-time-delay operators with matrix coefficients, *14th IFAC Workshop on Time Delay Systems*, *IFAC-PapersOnLine* **51**(14) (2018) pp. 153-158. DOI *|* pdf

(with B. Boros, J. Hofbauer, S. Müller) The center problem for the Lotka reactions with generalized mass-action kinetics, *Qualitative Theory of Dynamical Systems* **17** (2018) pp. 403-410. arXiv *|* DOI

(with S. Klamt, S. Müller, J. Zanghellini) A mathematical framework for yield (versus rate) optimization in constraint-based modeling and applications in metabolic engineering, *Metabolic Engineering* **47** (2018) pp. 153-169. DOI

(with J. Hossein Poor and C.G. Raab) Algorithmic operator algebras via normal forms in tensor rings, *Journal of Symbolic Computation* **85** (2018) pp. 247-274. pdf *|* DOI

(with S. Klamt, M. P Gerstl, C. Jungreuthmayer, S. Schuster, R. Mahadevan, J. Zanghellini, S. Müller) From elementary flux modes to elementary flux vectors: metabolic pathway analysis with arbitrary linear flux constraints, *PLOS Computational Biology** ***13**(4): e1005409, 2017. DOI

(with C. Jungreuthmayer, M. P. Gerstl, M. Hanscho, G. Nair, S. Müller, J. Zanghellini) Toward genome-scale metabolic pathway analysis, in Industrial Biotechnology: Microorganisms, (eds. C. Wittmann and J.C. Liao),* *Wiley, pp. 111-123, 2017. DOI

(with M. Gallet, C. Koutschan, Z. Li, J. Schicho, N. Villamizar) Planar linkages following a prescribed motion, *Mathematics of Computation* **86** (2017) pp. 473-506 arXiv | Animations and Software | DOI

(with J. Hossein Poor and C.G. Raab) Algorithmic operator algebras via normal forms for tensors, Proceedings of ISSAC 2016, (ed. M. Rosenkranz), New York, ACM, pp. 397-404, 2016. pdf* | * DOI

Symbolic computation with integro-differential operators, Proceedings of ISSAC 2016, (ed. M. Rosenkranz), New York, ACM, pp. 17-18, 2016. Tutorial, extended abstract. pdf* | * DOI

(with J. Hossein Poor and C.G. Raab) Normal forms for operators via Gröbner bases in tensor algebras, Mathematical Software – ICMS 2016, (eds. G-M. Greuel, T. Koch, P. Paule, A. Sommese),* Lecture Notes in Comput. Sci.* **9725***, *Springer International Publishing, pp. 505-513, 2016.* *pdf* | * DOI

(with Stefan Müller) Elementary vectors and conformal sums in polyhedral geometry and their relevance for metabolic pathway analysis, *Frontiers in Genetics* (2016) **7**:90 pp. 11. arXiv | DOI

(with F. Boulier, F. Lemaire, J. Lallemand, M. Rosenkranz) Additive normal forms and integration of differential fractions, *Journal of Symbolic Computation ***77 **(2016) pp. 16-38. DOI | hal

(with S. Müller, E. Feliu, C. Conradi, A. Shiu, A. Dickenstein) Sign conditions for injectivity of generalized polynomial maps with applications to chemical reaction networks and real algebraic geometry, *Foundations of Computational Mathematics* **16 **(2016) 69-97. arXiv | DOI

(with C. Koutschan, H. Ranetbauer, M-T. Wolfram) Symbolic derivation of mean-field PDEs from lattice-based models, *Proceedings of SYNASC 2015*, 27-33, IEEE Computer Society Conference Publishing Services (CPS), 2015. arXiv | DOI

(with S. Müller and R. Steuer) Resource allocation in metabolic networks: kinetic optimization and approximations by FBA, *Biochemical Society Transactions* **43** (2015) 1195-1200. pdf | supp_pdf | DOI

(with Anja Korporal) On the product of projectors and generalized inverses, *Linear and Multilinear Algebra ***62 **(2014) 1567-1582. arXiv | DOI

(with Stefan Müller) Generalized mass-action systems and positive solutions of polynomial equations with real and symbolic exponents, Proceedings of CASC 2014, (eds. V.P. Gerdt, W. Koepf, W.M. Seiler, E.H. Vorozhtsov), *Lecture Notes in Comput. Sci.* **8660**, Springer International Publishing, pp. 302-323, 2014. arXiv | DOI

(with S. Müller and R. Steuer) Enzyme allocation problems in kinetic metabolic networks: Optimal solutions are elementary flux modes, *Journal of Theoretical Biology ***347 **(2014) 182-190. arXiv | DOI

(with L. Guo and M. Rosenkranz) On integro-differential algebras, *Journal of Pure and Applied Algebra ***218** (2014) 456-473. arXiv | DOI

(with Anja Korporal) Composing and factoring generalized Green’s operators and ordinary boundary problems, AADIOS 2012, (eds. with M. Barkatou, T. Cluzeau, M. Rosenkranz), *Lecture Notes in Comput. Sci.* **8372**, Berlin/Heidelberg, Springer, pp. 116-134, 2014. arXiv | DOI

(with F. Boulier, F. Lemaire, M. Rosenkranz) On the integration of differential fractions, *Proceedings of ISSAC 2013*, (ed. M. Kauers), New York, ACM, pp. 101-108, 2013. pdf | DOI

(with Alban Quadrat) Polynomial solutions and annihilators of ordinary integro-differential operators, *5th IFAC Symposium on System Structure and Control*, *IFAC Proceedings Volumes* **42**(2) (2013) 308-313. pdf | DOI

(with H. Albrecher, C. Constantinescu, Z. Palmowski, M. Rosenkranz) Exact and asymptotic results for insurance risk models with surplus-dependent premiums, *SIAM Journal on Applied Mathematics ***73 **(2013) 47-66*. *pdf | arXiv | DOI

(with Stefan Müller) Generalized mass action systems: Complex balancing equilibria and sign vectors of the stoichiometric and kinetic-order subspaces, *SIAM Journal on Applied Mathematics ***72** (2012) 1926-1947. pdf | arXiv | DOI

(with A. Korporal and M. Rosenkranz) Symbolic computation for ordinary boundary problems in Maple, *ACM Commun. Comput.* *Algebra.* **46 **(2012) 154-156. Software presentation at ISSAC 2012. pdf | DOI

(with M. Rosenkranz, L. Tec, B. Buchberger) Symbolic analysis for boundary problems: From rewriting to parametrized Gröbner bases, in *Numerical and Symbolic Scientific Computing: Progress and Prospects*, (eds. U. Langer and P. Paule), Vienna, SpringerWienNew York, 2012, pp. 273-331. pdf | arXiv | DOI

(with A. Korporal and M. Rosenkranz) Regular and singular boundary problems in Maple, Proceedings of CASC 2011, (eds. V.P. Gerdt, W. Koepf, E.W. Mayr, E.H. Vorozhtsov), *Lecture Notes in Comput. Sci.* **6885**, Berlin/Heidelberg, Springer, pp. 280-293, 2011. pdf | arXiv | DOI

(with A. Korporal and M. Rosenkranz) A Maple package for integro-differential operators and boundary problems, *ACM Commun. Comput. Algebra ***44** (2010) 120-122. Poster presentation at ISSAC 2010. pdf | DOI

(with L. Tec and M. Rosenkranz) An automated confluence proof for an infinite rewrite system parametrized over an integro-differential algebra, Mathematical Software – ICMS 2010, (eds. K. Fukuda, J. van der Hoeven, M. Joswig, N. Takayama), *Lecture Notes in Comput. Sci.* **6327**, Berlin/Heidelberg, Springer, pp. 245-248, 2010. pdf | DOI

(with H. Albrecher, C. Constantinescu, G. Pirsic, M. Rosenkranz) An algebraic operator approach to the analysis of Gerber-Shiu functions, *Insurance: Mathematics and Economics* **46** (2010) 42-51. pdf | DOI

(with M. Rosenkranz, L. Tec, B. Buchberger) A symbolic framework for operations on linear boundary problems, Proceedings of CASC 2009, (eds. V.P. Gerdt, E.W. Mayr, E.H. Vorozhtsov), *Lecture Notes in Comput. Sci.* **5743**, Berlin/Heidelberg, Springer, pp. 269-283, 2009. pdf | DOI

(with M. Rosenkranz and J. Middeke) A skew polynomial approach to integro-differential operators, *Proceedings of ISSAC 2009*, (ed. J.P. May), New York, ACM, pp. 287-294, 2009. pdf | DOI

(with Markus Rosenkranz) An algebraic foundation for factoring linear boundary problems, *Annali di Matematica Pura ed Applicata (4)* **188** (2009) 123-151. pdf | DOI

(with Markus Rosenkranz) Integro-differential polynomials and operators, *Proceedings of ISSAC 2008*, (ed. D. Jeffrey), New York, ACM, pp. 261-268, 2008. pdf | DOI

(with B. Buchberger, M. Rosenkranz, L. Tec) General polynomial reduction with Theorema functors: Applications to integro-differential operators and polynomials, *ACM Commun. Comput. Algebra ***42** (2008) 135-137. Poster presentation at ISSAC 2008. pdf | DOI

(with Markus Rosenkranz) Solving and factoring boundary problems for linear ordinary differential equations in differential algebras, *Journal of Symbolic Computation*** 43** (2008) 515-544. pdf | DOI

Max-plus linear algebra in Maple and generalized solutions for first-order ordinary BVPs via max-plus interpolation, in *Milestones in Computer Algebra MICA 2008, *(eds. M. Moreno Maza and S.M. Watt), Stonehaven Bay, Trinidad and Tobago, University of Western Ontario, pp. 177-182, 2008. pdf

Applications of filter coefficients and wavelets parametrized by moments, in *Gröbner Bases in Control Theory and Signal Processing*, (eds. with H. Park), Berlin, de Gruyter, pp. 191-214, 2007. pdf | DOI

Parametrizing compactly supported orthonormal wavelets by discrete moments, *Appl. Algebra Engrg. Comm. Comput. ***18** (2007) 583-601. pdf | DOI

(with Otmar Scherzer) Symbolic computation for moments and filter coefficients of scaling functions, *Annals of Combinatorics* **9** (2005) 223-243. pdf | DOI

(with Herwig Hauser) Explizite Auflösung von ebenen Kurvensingularitäten in beliebiger Charakteristik (German) [Explicit resolution of plane curve singularities in arbitrary characteristic], *L’Enseignement Mathématique* **50** (2004) 305-353. pdf | DOI

(with Andreas Matt) An adaptive clustering method for model-free reinforcement learning, *Proceedings of IEEE INMIC 2004*, Lahore, Pakistan, pp. 362-367, 2004. pdf | DOI

(with Andreas Matt) Approximate policy iteration for several environments and reinforcement functions, *Proceedings of EWRL-6*, (eds. A. Dutech and O. Buffet), Nancy, France, pp. 15-17, 2003. pdf

(with Andreas Matt) Generalization over environments in reinforcement learning, *IberoAmerican Journal of Artificial Intelligence* **7 **(2003) 47-53. pdf | url

(with Andreas Matt) Generalization over environments in reinforcement learning, *Proceedings of ASAI 2002*, (eds. J.M. Santos and A. Zapico), Santa Fe, Argentina, pp. 100-109, 2002. pdf

(with Johannes Otepka) Hybride 3D Ausgleichung von GPS-, Tachymeter-, und Nivellementbeobachtungen, *Österreichische Zeitschrift für Vermessung und Geoinformation (VGI) ***2/02 **(2002) 46-52. pdf | url

(with Andreas Matt) Policy improvement for several environments, *Proceedings of EWRL-5*,* *(ed. M.A. Wiering), Utrecht, Netherlands, pp. 30-32, 2001. pdf | url

**Theses**

(with Andreas Matt) Reinforcement Learning for Several Environments: Theory and Applications. PhD thesis, University of Innsbruck, 2004. Supervised by Prof. Ulrich Oberst. pdf

Auflösung von ebenen Kurvensingularitäten. Master’s thesis, University of Innsbruck, 1999. Supervised by Prof. Herwig Hauser. pdf

**Edited Volumes**

(with M. Barkatou, T. Cluzeau, A. Ovchinnikov, M. Rosenkranz)

Preface: Special issue on computational aspects of

differential/difference algebra and integral operators,

Advances in Applied Mat*hematics* **72 **(2016) 1–3. DOI

(with M. Barkatou, T. Cluzeau, and M. Rosenkranz, editors)

Algebraic and Algorithmic Aspects of Differential and Integral Operators,

5th International Meeting, AADIOS 2012,

Held at the Applications of Computer Algebra Conference, ACA 2012,

Sofia, Bulgaria, June 25-28, 2012.

Selected and Invited Papers,

Lecture Notes in Comput. Sci. **8372**, Springer-Verlag, 2014. DOI

(with M. Rosenkranz and W.Y. Sit)

Foreword, Special Issue on

“Algebraic and Algorithmic Aspects of Differential and Integral Operators”,

Mathematics in Computer Science**4**(2–3) (2010) 139–141. pdf |DOI

(with K. Horimoto, M. Rosenkranz, and H. Yoshida, editors)

Algebraic Biology,

Third International Conference, AB 2008, Castle of Hagenberg,

Austria, July 31-August 2, 2008, Proceedings,

Lecture Notes in Comput. Sci. **5147**, Springer-Verlag, 2008. DOI

Preprints of all papers are available here.

(with K. Horimoto, M. Rosenkranz, and H. Yoshida, editors)

Algebraic Biology,

Third International Conference, AB 2008, Castle of Hagenberg,

Austria, July 31-August 2, 2008, Invited Talks and Short Communications

2008. pdf

(with Hyungju Alan Park, editor)

Gröbner bases in control theory and signal processing,

Radon Series on Computational and Applied Mathematics **3**, de Gruyter, 2007.

Papers from the D3 Workshop held in Linz, May 18–19, 2006. DOI