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@misc{Wagner2022reinforcement, author = {Felix Wagner AND Clemens Heitzinger}, title = {Reinforcement learning for highly sensitive detectors for light dark matter}, note = {Plenary talk at the 14th Conference of the Society of Physicists of Macedonia (CSPM 2022). \textit{Invited}}, month = {17 September}, year = 2022 }

@misc{Heitzinger2022convergence, author = {Clemens Heitzinger}, title = {Convergence in distributional reinforcement learning and applications}, note = {Talk at the thematic program \textit{Computational Uncertainty Quantification: Mathematical Foundations, Methodology, and Data} at the Erwin Schrödinger Institute, Vienna. \textit{Invited}}, month = {3 June}, year = 2022 }

@misc{Heitzinger2021probably, author = {Clemens Heitzinger}, title = {Probably approximately correct}, note = {15th ÖGOR Workshop (Austrian Society of Operations Research)}, month = {24 September}, year = 2021 }

@misc{Heitzinger2021Bayesian, author = {Clemens Heitzinger}, title = {{Bayesian} {PDE} inversion}, note = {Plenary talk at the 13th Conference of the Society of Physicists of Macedonia (CSPM 2021). \textit{Invited}}, month = {16 September}, year = 2021 }

@misc{Heitzinger2019OGOR, author = {Clemens Heitzinger}, title = {Optimization methods for machine learning}, note = {14th ÖGOR Workshop (Austrian Society of Operations Research)}, month = {14 June}, year = 2019 }

@misc{Heitzinger2019NUIST, author = {Clemens Heitzinger}, title = {{Bayesian} estimation and applications in nanotechnology and tomography}, note = {Seminar presentation at Nanjing University of Information Science and Technology. \textit{Invited}}, month = {19 March}, year = 2019 }

@misc{Heitzinger2019SJTU, author = {Clemens Heitzinger}, title = {{Bayesian} estimation and applications in nanotechnology and tomography}, note = {Colloquium presentation at Shanghai Jiao Tong University. \textit{Invited}}, month = {13 March}, year = 2019 }

@misc{Heitzinger2019ECNU, author = {Clemens Heitzinger}, title = {{Bayesian} estimation and applications in nanotechnology and tomography}, note = {Seminar presentation at East China Normal University. \textit{Invited}}, month = {12 March}, year = 2019 }

@misc{Heitzinger2018ASUseminar2, author = {Clemens Heitzinger}, title = {Stochastic partial differential equations and {Bayesian} inversion with applications in nanoscale sensors and tomography}, note = {Arizona State University Computational and Applied Mathematics Seminar. \textit{Invited}}, month = {19 Nov 2018}, year = 2018 }

@misc{Heitzinger2018Tulane, author = {Clemens Heitzinger}, title = {Stochastic partial differential equations and {Bayesian} inversion with applications in nanoscale sensors and tomography}, note = {Colloquium talk in the Department of Mathematics at Tulane University. \textit{Invited}}, month = {15 Nov 2018}, year = 2018 }

@misc{Heitzinger2018Houston, author = {Clemens Heitzinger}, title = {Stochastic partial differential equations and {Bayesian} inversion with applications in nanoscale sensors and tomography}, note = {Seminar talk at the University of Houston. \textit{Invited}}, month = {13 Nov 2018}, year = 2018 }

@misc{Heitzinger2018Northeastern, author = {Clemens Heitzinger}, title = {Computational {Bayesian} estimation with applications in sensors and tomography}, note = {Seminar talk at Northeastern University. \textit{Invited}}, month = {27 April}, year = 2018 }

@misc{Heitzinger2018USC, author = {Clemens Heitzinger}, title = {{Bayesian} inversion for sensing in bio- and nanotechnology}, note = {Seminar talk at the University of Southern California (USC).}, month = {24 April}, year = 2018 }

@misc{Heitzinger2018ASUcolloquium, author = {Clemens Heitzinger}, title = {{Bayesian} estimation for applications in bio- and nanotechnology}, note = {Arizona State University School of Mathematical and Statistical Sciences Colloquium. \textit{Invited}}, month = {13 April}, year = 2018 }

@misc{Heitzinger2018ASUseminar, author = {Clemens Heitzinger}, title = {Multi-level {Monte-Carlo} and adaptive methods for the stochastic drift-diffusion-{Poisson} system}, note = {Arizona State University Computational and Applied Mathematics Seminar. \textit{Invited}}, month = {11 April}, year = 2018 }

@misc{Heitzinger2018VICEM, author = {Clemens Heitzinger}, title = {Nanoscale sensors for biomolecule detection and {DNA/RNA} sequencing: theory and applications}, note = {VICEM faculy talk during MSc-thesis award ceremony. \textit{Invited}}, month = {15 March}, year = 2018 }

@misc{Heitzinger2016USC, author = {Clemens Heitzinger}, title = {Stochastic {PDEs}, multiscale problems, and optimal numerical methods}, note = {Seminar talk at the University of Southern California (USC). \textit{Invited}}, month = {4~November}, year = 2016 }

@misc{Heitzinger2016SantaBarbara, author = {Clemens Heitzinger}, title = {The stochastic drift-diffusion-{Poisson} system and the {Boltzmann-Poisson} system}, note = {Presentation at the KI-Net Conference ``Mean-Field Modeling and Multiscale Methods for Complex Physical and Biological Systems'' at the University of California Santa Barbara (UCSB). \textit{Invited}}, month = {31 October -- 3 November}, year = 2016 }

@misc{Heitzinger2016Purdue, author = {Clemens Heitzinger}, title = {Stochastic {PDEs} for rational design in nanotechnology}, note = {Seminar talk at the School of Electrical and Computer Engineering, Purdue University. \textit{Invited}}, month = {27 October}, year = 2016 }

@misc{Heitzinger2016Wisconsin, author = {Clemens Heitzinger}, title = {Stochastic partial differential equations with applications in nanotechnology}, note = {Seminar talk at the Department of Mathematics, University of Wisconsin -- Madison. \textit{Invited}}, month = {26 October}, year = 2016 }

@misc{Heitzinger2016Bertinoro, author = {Clemens Heitzinger}, title = {Using stochastic partial differential equations to model noise, fluctuations, and process variations in nanoscale devices}, note = {Lecture at the Seventh {European} {SiNano} Summer School, Bertinoro, Italy. \textit{Invited}}, month = {19 October}, year = 2016 }

@misc{Heitzinger2016Brown, author = {Clemens Heitzinger}, title = {Stochastic simulation of nanowire and nanopore sensors}, note = {Presentation in the Condensed Matter and Biological Physics Seminar, Department of Physcis, Brown University, Providence, RI. \textit{Invited}}, month = {12 May}, year = 2016 }

@misc{Heitzinger2015Madrid, author = {Clemens Heitzinger}, title = {Deterministic and Stochastic {PDEs} Applied to the Simulation of Nanotechnological Devices}, note = {Presentation in the Seminario de Matemática Aplicada at the Departamento Matemática Aplicada at the Universidad Complutense de Madrid. \textit{Invited}}, month = {17 December}, year = 2015 }

@misc{Heitzinger2015Was, author = {Clemens Heitzinger}, title = {{Was machen mit all den Daten? Mathematik und Medizin (What to Do with All the Data? Mathematics and Medicine)}}, note = {Presentation at the ANISS/ASDI Meeting at the Austrian Federal Ministry of Health (Bundesministerium für Gesundheit). \textit{Invited}}, month = {11 December}, year = 2015 }

@misc{Heitzinger2015Braunschweig, author = {Clemens Heitzinger}, title = {Stochastic partial differential equations, multiscale problems, and applications in nanotechnology}, note = {Seminar presentation at TU Braunschweig. \textit{Invited}}, month = {13 October}, year = 2015 }

@misc{Heitzinger2015MedUni, author = {Clemens Heitzinger}, title = {Mathematics and medicine}, note = {Seminar presentation at the Department for Hospital Hygiene and Infection Control, Medical University of Vienna. \textit{Invited}}, month = {5 March}, year = 2015 }

@misc{Heitzinger2015Rust, author = {Clemens Heitzinger}, title = {Multiscale Problems in Nanotechnology}, note = {Presentation at the Winter 2015 Workshop of the FWF Doktoratskolleg \textit{Dissipation and Dispersion in Nonlinear PDEs} in Rust, Austria. \textit{Invited}}, month = {22 January}, year = 2015 }

@misc{Heitzinger2014Barcelona, author = {Clemens Heitzinger}, title = {Deterministic and stochastic multiscale problems arising from nanoscale sensors}, note = {Keynote lecture at the 11th World Congress on Computational Mechanics (WCCM XI) in Barcelona, Spain. \textit{Keynote lecture}.}, month = {20--25 July}, year = 2014 }

@misc{Heitzinger2014Oberwolfach, author = {Clemens Heitzinger}, title = {Transport through confined structures as a multiscale problem}, note = {Presentation at the workshop on \textit{Computational Multiscale Methods} (Workshop 1426) at the Mathematisches Forschungsinstitut Oberwolfach, Germany. \textit{Invited}}, month = {28~June}, year = 2014 }

@misc{Heitzinger2014Chicago, author = {Clemens Heitzinger}, title = {Transport equations for confined structures derived from the {Boltzmann} equation}, note = {Presentation at the KI-Net Workshop ``Mathematical and Numerical Methods for Complex Quantum Systems'' at the University of Illinois at Chicago (UIC). \textit{Invited}}, month = {28 March}, year = 2014 }

@misc{Heitzinger2014Krems, author = {Gerhard Tulzer AND Clemens Heitzinger}, title = {Simulation of Fluctuations and Noise in Nanoscale Sensors}, note = {Presentation at the 5th International Congress on Nanotechnology in Medicine and Biology (BioNanoMed 2014) in Krems, Austria. \textit{Invited}}, month = {27 March}, year = 2014 }

@misc{Heitzinger2013Bremen, author = {Clemens Heitzinger}, title = {Calculating ionic currents through confined structures such as ion channels and nanopores}, note = {Presentation at the 541st WE-Heraeus-Seminar ``Transport through Nanopores: From Understanding to Engineering'' at Jacobs University Bremen, Germany. \textit{Invited}}, month = {2~August}, year = 2013 }

@misc{Heitzinger2013Oberwolfach, author = {Clemens Heitzinger}, title = {Numerical homogenization with new applications in nanotechnology and metamaterials}, note = {Presentation at the workshop on the \textit{Interplay of Theory and Numerics for Deterministic and Stochastic Homogenization} (Workshop 1312) at the Mathematisches Forschungsinstitut Oberwolfach, Germany. \textit{Invited}}, month = {18~March}, year = 2013 }

@misc{Heitzinger2012ISC, author = {Clemens Heitzinger}, title = {Mathematical modeling, simulation, and rational design of nanowire sensors}, note = {Invited speech at the 10th Annual Industrial Simulation Conference (ISC 2012), Brno University of Technology, Czech Republic. \textit{Invited}}, month = {5~June}, year = 2012 }

@misc{Heitzinger2012Nokia, author = {Clemens Heitzinger}, title = {Simulation of nanowire sensors}, note = {Seminar presentation at Nokia Research Center Cambridge, UK. \textit{Invited}}, month = {24 February}, year = 2012 }

@misc{Heitzinger2011CSCAMM, author = {Clemens Heitzinger}, title = {{PDE} models for nanowire bio- and gas sensors including stochastic effects}, note = {Seminar presentation at the Center for Scientific Computation and Mathematical Modeling (CSCAMM) at the University of Maryland. \textit{Invited}}, month = {16 November}, year = 2011 }

@misc{Heitzinger2011partial, author = {Clemens Heitzinger}, title = {Partial differential equations and nanowire biosensors}, note = {MCSE (Division of Mathematical and Computer Sciences and Engineering) Colloquium at the King Abdullah University of Science and Technology (KAUST). \textit{Invited}}, month = {21 February}, year = 2011 }

@misc{Heitzinger2011homogenization, author = {Clemens Heitzinger}, title = {Homogenization and transport in confined structures for nanotechnological sensors}, note = {Seminar presentation at the Paul Sabatier University, Toulouse, France. \textit{Invited}}, month = jan, year = 2011 }

@misc{Heitzinger2010transport, author = {Clemens Heitzinger}, title = {Homogenization and Transport in Confined Structures for Applications in Nano-Sensors}, note = {Seminar presentation at DAMTP, University of Cambridge, UK. \textit{Invited}}, month = nov, year = 2010 }

@misc{Heitzinger2010homogenization, author = {Clemens Heitzinger}, title = {Homogenization and Related Topics for Transport in Nano-Structures}, note = {Presentation at the workshop ``PDEs in Kinetic Theories: Kinetic Description of Biological Models'' at ICMS, Edinburgh, UK (satellite event of the semester on kinetic {PDE}s at the Isaac Newton Institute). \textit{Invited}}, month = nov, year = 2010 }

@misc{Heitzinger2009CSCAMM2, author = {Clemens Heitzinger}, title = {Multiscale Modeling and Stochastics of Field-Effect Sensors}, note = {Seminar presentation at the Center for Scientific Computation and Mathematical Modeling (CSCAMM) at the University of Maryland. \textit{Invited}}, month = sep, year = 2009 }

@misc{Heitzinger2009SISPAD, author = {Clemens Heitzinger}, title = {Mathematical Modeling of Field-Effect Sensors and Their Stochastics}, note = {Presentation at the workshop ``Modeling Challenges for Bio-Medical Sensors -- Leveraging {TCAD} for New Applications'' at SISPAD 2009 (Simulation of Semiconductor Processes and Devices) in San Diego, CA. \textit{Invited}}, month = sep, year = 2009 }

@misc{Heitzinger2009IPAM, author = {Clemens Heitzinger}, title = {Models for Field-Effect Sensors}, note = {Presentation at ``Workshop III: Flows and Networks in Complex Media'' of the program ``Quantum and Kinetic Transport: Analysis, Computations, and New Applications'' at the Institute for Pure and Applied Mathematics (IPAM), UCLA. \textit{Invited}}, month = apr, year = 2009 }

@misc{Heitzinger2009CSCAMM, author = {Clemens Heitzinger}, title = {Multiscale Modeling of Field-Effect Nano-Sensors}, note = {Presentation at the workshop ``Kinetic Description of Multiscale Phenomena'' at the Center for Scientific Computation and Mathematical Modeling (CSCAMM) at the University of Maryland. \textit{Invited}}, month = mar, year = 2009 }

@misc{Heitzinger2009MPIMR, author = {Clemens Heitzinger}, title = {Modeling and Simulation of Field-Effect Nano-Biosensors}, note = {Seminar presentation at the Max Planck Institute for Metal Research, Stuttgart. \textit{Invited}}, month = jan, year = 2009 }

@misc{Heitzinger2008Yale, author = {Clemens Heitzinger}, title = {Modeling and Simulation of Field-Effect Nano-Biosensors}, note = {Seminar presentation at Yale University. \textit{Invited}}, month = oct, year = 2008 }

@misc{Heitzinger2008OeAW, author = {Clemens Heitzinger}, title = {Multi-Scale Modeling and Simulation of Field-Effect Nano-Biosensors}, note = {Presentation at the Austrian Academy of Sciences (ÖAW). \textit{Invited}}, month = oct, year = 2008 }

@misc{Heitzinger2008stochastic, author = {Clemens Heitzinger AND Alena Bulyha AND Norbert Mauser AND Christian Ringhofer AND Yang Liu AND Robert Dutton}, title = {Stochastic and Continuum Models of Biofunctionalized Surface Layers for Multi-Scale Modeling of Field-Effect Nano-Biosensors ({BioFETs})}, note = {Presentation at \textit{Nanosensors for Industrial Application (NANOSENS 2008)}, Vienna, Austria}, month = sep, year = 2008 }

@misc{Heitzinger2008Juelich, author = {Clemens Heitzinger}, title = {Modeling and Simulation of Field-Effect Nano-Biosensors}, note = {Seminar presentation at the University of Applied Sciences Aachen, Division Jülich and Research Center Jülich. \textit{Invited}}, month = sep, year = 2008 }

@misc{Heitzinger2008SGTC, author = {Clemens Heitzinger}, title = {Modeling and Simulation of Field-Effect Biosensors}, note = {Seminar presentation at the Stanford Genome Technology Center. \textit{Invited}}, month = apr, year = 2008 }

@misc{Heitzinger2008Stanford, author = {Clemens Heitzinger}, title = {Multi-Scale Modeling and Simulation of Field-Effect Biosensors}, note = {Seminar presentation at Stanford University. \textit{Invited}}, month = feb, year = 2008 }

@misc{Heitzinger2008ASU, author = {Clemens Heitzinger}, title = {Multi-Scale Modeling and Simulation of Field-Effect Biosensors}, note = {Seminar presentation at Arizona State University. \textit{Invited}}, month = jan, year = 2008 }

@misc{Heitzinger2003note, author = {Clemens Heitzinger AND Christian Ringhofer}, title = {A Note on the Symplectic Integration of the Nonlinear {Schrödinger} Equation}, note = {Workshop on Quantum and Many-Body Effects in Nanoscale Devices at Arizona State University, Tempe, AZ, USA. \textit{Invited}}, month = oct, year = 2003 }

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