Clemens Heitzinger

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 26

Top Topics

Partial Differential Equations

Bayesian Estimation

Artificial Neural Networks

Top Venues

J. Comput. Phys.

SIAM/ASA J. Uncertain. Quantification

Publications

Pierrick Lorang, Helmut Horvath, Tobias Kietreiber, Patrik Zips, Clemens Heitzinger, Matthias Scheutz
Adapting to the "Open World": The Utility of Hybrid Hierarchical Reinforcement Learning and Symbolic Planning. ICRA (2024)
Laurenz Ruzicka, Bernhard Strobl, Stephan Bergmann, Gerd Nolden, Tom Michalsky, Christoph Domscheit, Jannis Priesnitz, Florian Blümel, Bernhard Kohn, Clemens Heitzinger
Toward Synthetic Physical Fingerprint Targets. Sensors 24 (9) (2024)
Laurenz Ruzicka, Bernhard Strobl, Bernhard Kohn, Clemens Heitzinger
Centrality of the Fingerprint Core Location. BIOSTEC (1) (2024)
Laurenz Ruzicka, Bernhard Strobl, Bernhard Kohn, Clemens Heitzinger
Centrality of the Fingerprint Core Location. CoRR (2023)
José A. Morales Escalante, Clemens Heitzinger
Stochastic Galerkin methods for the Boltzmann-Poisson system. J. Comput. Phys. 466 (2022)
Markus Böck, Clemens Heitzinger
Speedy Categorical Distributional Reinforcement Learning and Complexity Analysis. SIAM J. Math. Data Sci. 4 (2) (2022)
Stephanie Holly, Robin Heel, Denis Katic, Leopold Schoeffl, Andreas Stiftinger, Peter Holzner, Thomas Kaufmann, Bernhard Haslhofer, Daniel Schall, Clemens Heitzinger, Jana Kemnitz
Autoencoder based Anomaly Detection and Explained Fault Localization in Industrial Cooling Systems. CoRR (2022)
Effat Jalaeian Zaferani, Mohammad Teshnehlab, Amirreza Khodadadian, Clemens Heitzinger, Mansour Vali, Nima Noii, Thomas Wick
Hyper-Parameter Optimization of Stacked Asymmetric Auto-Encoders for Automatic Personality Traits Perception. Sensors 22 (16) (2022)
Amirreza Khodadadian, Maryam Parvizi, Mohammad Teshnehlab, Clemens Heitzinger
Rational Design of Field-Effect Sensors Using Partial Differential Equations, Bayesian Inversion, and Artificial Neural Networks. Sensors 22 (13) (2022)
Stephanie Holly, Thomas Hiessl, Safoura Rezapour Lakani, Daniel Schall, Clemens Heitzinger, Jana Kemnitz
Evaluation of Hyperparameter-Optimization Approaches in an Industrial Federated Learning System. CoRR (2021)
Clemens Heitzinger, José A. Morales Escalante
Homogenization of Boundary Layers in the Boltzmann-Poisson System. Multiscale Model. Simul. 19 (1) (2021)
Mostafa Abbaszadeh, Mehdi Dehghan, Amirreza Khodadadian, Nima Noii, Clemens Heitzinger, Thomas Wick
A reduced-order variational multiscale interpolating element free Galerkin technique based on proper orthogonal decomposition for solving Navier-Stokes equations coupled with a heat transfer equation: Nonstationary incompressible Boussinesq equations. J. Comput. Phys. 426 (2021)
Leila Taghizadeh, Ahmad Karimi, Elisabeth Presterl, Clemens Heitzinger
Bayesian inversion for a biofilm model including quorum sensing. Comput. Biol. Medicine 117 (2020)
Leila Taghizadeh, Ahmad Karimi, Clemens Heitzinger
Uncertainty quantification in epidemiological models for the COVID-19 pandemic. Comput. Biol. Medicine 125 (2020)
Mostafa Abbaszadeh, Mehdi Dehghan, Amirreza Khodadadian, Clemens Heitzinger
Analysis and application of the interpolating element free Galerkin (IEFG) method to simulate the prevention of groundwater contamination with application in fluid flow. J. Comput. Appl. Math. 368 (2020)
Mostafa Abbaszadeh, Mehdi Dehghan, Amirreza Khodadadian, Clemens Heitzinger
Error analysis of interpolating element free Galerkin method to solve non-linear extended Fisher-Kolmogorov equation. Comput. Math. Appl. 80 (1) (2020)
Andrea Cossettini, Benjamin Stadlbauer, José A. Morales Escalante, Leila Taghizadeh, Luca Selmi, Clemens Heitzinger
Determination of Micro- and Nano-particle Properties by Multi-Frequency Bayesian Methods and Applications to Nanoelectrode Array Sensors. IEEE SENSORS (2019)
Amirreza Khodadadian, Nima Noii, Maryam Parvizi, Mostafa Abbaszadeh, Thomas Wick, Clemens Heitzinger
A Bayesian estimation method for variational phase-field fracture problems. CoRR (2019)
José A. Morales Escalante, Clemens Heitzinger
Stochastic Galerkin Methods for the Boltzmann-Poisson system. CoRR (2019)
Benjamin Stadlbauer, Andrea Cossettini, José A. Morales Escalante, Daniel Pasterk, Paolo Scarbolo, Leila Taghizadeh, Clemens Heitzinger, Luca Selmi
Bayesian estimation of physical and geometrical parameters for nanocapacitor array biosensors. J. Comput. Phys. 397 (2019)
Clemens Heitzinger, Michael Leumüller, Gudmund Pammer, Stefan Rigger
Existence, Uniqueness, and a Comparison of Nonintrusive Methods for the Stochastic Nonlinear Poisson-Boltzmann Equation. SIAM/ASA J. Uncertain. Quantification 6 (3) (2018)
Boaz Blankrot, Clemens Heitzinger
ParticleScattering: Solving and optimizing multiple-scattering problems in Julia. J. Open Source Softw. 3 (25) (2018)
Clemens Heitzinger, Gudmund Pammer, Stefan Rigger
Cubature Formulas for Multisymmetric Functions and Applications to Stochastic Partial Differential Equations. SIAM/ASA J. Uncertain. Quantification 6 (1) (2018)
Amirreza Khodadadian, Kiarash Hosseini, Ali Manzour-ol-Ajdad, Marjan Hedayati, Reza Kalantarinejad, Clemens Heitzinger
Optimal design of nanowire field-effect troponin sensors. Comput. Biol. Medicine 87 (2017)
Gregor Mitscha-Baude, Andreas Buttinger-Kreuzhuber, Gerhard Tulzer, Clemens Heitzinger
Adaptive and iterative methods for simulations of nanopores with the PNP-Stokes equations. J. Comput. Phys. 338 (2017)
Caroline Geiersbach, Clemens Heitzinger, Gerhard Tulzer
Optimal Approximation of the First-Order Corrector in Multiscale Stochastic Elliptic PDE. SIAM/ASA J. Uncertain. Quantification 4 (1) (2016)
Clemens Heitzinger, Gerhard Tulzer
Julia and the numerical homogenization of PDEs. HPTCDL@SC (2014)
Daniel Brinkman, Clemens Heitzinger, P. A. Markowich
A convergent 2D finite-difference scheme for the Dirac-Poisson system and the simulation of graphene. J. Comput. Phys. 257 (2014)
Gerhard Tulzer, Stefan Baumgartner, Elise Brunet, Giorgio C. Mutinati, Stephan Steinhauer, Anton Köck, Clemens Heitzinger
Modeling H2 Adsorption Processes at SnO2 Nanowire Surfaces - Parameter Estimation and Simulation. BIODEVICES (2013)
Stefan Baumgartner, Clemens Heitzinger
A one-level FETI method for the drift-diffusion-Poisson system with discontinuities at an interface. J. Comput. Phys. 243 (2013)
Alena Bulyha, Clemens Heitzinger, Norbert J. Mauser
Bio-Sensors: Modelling and Simulation of Biologically Sensitive Field-Effect-Transistors. ERCIM News 2011 (85) (2011)
Clemens Heitzinger, Norbert J. Mauser, Christian A. Ringhofer
Multiscale Modeling of Planar and Nanowire Field-Effect Biosensors. SIAM J. Appl. Math. 70 (5) (2010)
Thomas Windbacher, Viktor Sverdlov, Siegfried Selberherr, Clemens Heitzinger, Norbert J. Mauser, Christian A. Ringhofer
Study of the Properties of Biotin-streptavidin Sensitive BioFETs. BIODEVICES (2009)
W. Wessner, Johann Cervenka, Clemens Heitzinger, Andreas Hössinger, Siegfried Selberherr
Anisotropic Mesh Refinement for the Simulation of Three-Dimensional Semiconductor Manufacturing Processes. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 25 (10) (2006)
Clemens Heitzinger, Alireza Sheikholeslami, Jong Mun Park, Siegfried Selberherr
A method for generating structurally aligned grids for semiconductor device simulation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 24 (10) (2005)
Clemens Heitzinger, Siegfried Selberherr
On the simulation of the formation and dissolution of silicon self-interstitial clusters and the corresponding inverse modeling problem. Microelectron. J. 35 (2) (2004)
Clemens Heitzinger, Andreas Hössinger, Siegfried Selberherr
An algorithm for smoothing three-dimensional Monte Carlo ion implantation simulation results. Math. Comput. Simul. 66 (2-3) (2004)
Stefan Holzer, Rainer Minixhofer, Clemens Heitzinger, Johannes Fellner, Tibor Grasser, Siegfried Selberherr
Extraction of material parameters based on inverse modeling of three-dimensional interconnect fusing structures. Microelectron. J. 35 (10) (2004)
Thomas Binder, Clemens Heitzinger, Siegfried Selberherr
A study on global and local optimization techniques for TCAD analysis tasks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 23 (6) (2004)
Clemens Heitzinger, Andreas Hössinger, Siegfried Selberherr
On smoothing three-dimensional Monte Carlo ion implantation simulation results. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 22 (7) (2003)
Clemens Heitzinger, Wolfgang Pyka, Naoki Tamaoki, Toshiro Takase, Toshimitsu Ohmine, Siegfried Selberherr
Simulation of arsenic in situ doping with polysilicon CVD and its application to high aspect ratio trenches. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 22 (3) (2003)
Clemens Heitzinger, Siegfried Selberherr
On the Topography Simulation of Memory Cell Trenches for Semiconductor Manufacturing Deposition Processes using the Level Set Method. ESM (2002)