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@misc{Heitzinger2024Anwendung,
author = {Clemens Heitzinger},
title = {{Anwendung von KI in der Intensivmedizin -- eine Chance für eine gendergerechte Intensivmedizin?}},
note = {Invited talk at 7.\ Südtiroler Symposium Gendermedizin -- Gender Health, künstliche Intelligenz in der
Medizin. \textit{Invited}},
month = {11 Oct},
year = 2024
}
@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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