Clemens Heitzinger

48 papers A* 1Journal 41Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	FingerUNeSt++: Improving Fingertip Segmentation in Contactless Fingerprint Imaging Using Deep Learning. IET Biom. Laurenz Ruzicka, Bernhard Kohn, Clemens Heitzinger
2025	J	`jnl`	Integrating physics-based simulations, machine learning, and Bayesian inference for accurate detection and metrology of elongated nanoscale analytes using high-frequency capacitance spectroscopy. Eng. Appl. Artif. Intell. Ehsan Khodadadian, Daniele Goldoni, Jacopo Nicolini, Amirreza Khodadadian, Clemens Heitzinger, Luca Selmi
2025	J	`jnl`	One-Class Domain Adaptation via Meta-Learning. CoRR Stephanie Holly, Thomas Bierweiler, Stefan von Dosky, Ahmed Frikha, Clemens Heitzinger, Jana Eder
2025	J	`jnl`	TipSegNet: Fingertip Segmentation in Contactless Fingerprint Imaging. CoRR Laurenz Ruzicka, Bernhard Kohn, Clemens Heitzinger
2025	J	`jnl`	Towards Fingerprint Mosaicking Artifact Detection: A Self-Supervised Deep Learning Approach. CoRR Laurenz Ruzicka, Alexander Spenke, Stephan Bergmann, Gerd Nolden, Bernhard Kohn, Clemens Heitzinger
2024	A*	`conf`	Adapting to the "Open World": The Utility of Hybrid Hierarchical Reinforcement Learning and Symbolic Planning. ICRA Pierrick Lorang, Helmut Horvath, Tobias Kietreiber, Patrik Zips, Clemens Heitzinger, Matthias Scheutz
2024	—	`conf`	Centrality of the Fingerprint Core Location. BIOSTEC (1) Laurenz Ruzicka, Bernhard Strobl, Bernhard Kohn, Clemens Heitzinger
2024	J	`jnl`	Optimal Operation of Cryogenic Calorimeters Through Deep Reinforcement Learning. Comput. Softw. Big Sci. G. Angloher, S. Banik, G. Benato, A. Bento, A. Bertolini, R. Breier, C. Bucci, J. Burkhart, Lucia Canonica, Annarita D'Addabbo, S. Di Lorenzo, L. Einfalt, A. Erb, F. v. Feilitzsch, Stephan Fichtinger, D. Fuchs, A. Garai, V. M. Ghete, P. Gorla, P. V. Guillaumon, S. Gupta, D. Hauff, M. Jeskovský, J. Jochum, M. Kaznacheeva, A. Kinast, S. Kuckuk, H. Kluck, H. Kraus, A. Langenkämper, M. Mancuso, L. Marini, B. Mauri, L. Meyer, V. Mokina, K. Niedermayer, M. Olmi, T. Ortmann, C. Pagliarone, Luca Pattavina, F. Petricca, W. Potzel, P. Povinec, F. Pröbst, Francesca Pucci, F. Reindl, J. Rothe, K. Schäffner, Jochen Schieck, S. Schönert, C. Schwertner, M. Stahlberg, L. Stodolsky, Christian Strandhagen, R. Strauss, I. Usherov, Felix Wagner, V. Wagner, M. Willers, Vanessa Zema, Clemens Heitzinger, Wolfgang Waltenberger
2024	J	`jnl`	Toward Synthetic Physical Fingerprint Targets. Sensors Laurenz Ruzicka, Bernhard Strobl, Stephan Bergmann, Gerd Nolden, Tom Michalsky, Christoph Domscheit, Jannis Priesnitz, Florian Erwin Blümel, Bernhard Kohn, Clemens Heitzinger
2023	J	`jnl`	Centrality of the Fingerprint Core Location. CoRR Laurenz Ruzicka, Bernhard Strobl, Bernhard Kohn, Clemens Heitzinger
2022	J	`jnl`	Autoencoder based Anomaly Detection and Explained Fault Localization in Industrial Cooling Systems. CoRR Stephanie Holly, Robin Heel, Denis Katic, Leopold Schoeffl, Andreas Stiftinger, Peter Holzner, Thomas Kaufmann, Bernhard Haslhofer, Daniel Schall, Clemens Heitzinger, Jana Kemnitz
2022	J	`jnl`	Hyper-Parameter Optimization of Stacked Asymmetric Auto-Encoders for Automatic Personality Traits Perception. Sensors Effat Jalaeian Zaferani, Mohammad Teshnehlab, Amirreza Khodadadian, Clemens Heitzinger, Mansour Vali, Nima Noii, Thomas Wick
2022	J	`jnl`	Rational Design of Field-Effect Sensors Using Partial Differential Equations, Bayesian Inversion, and Artificial Neural Networks. Sensors Amirreza Khodadadian, Maryam Parvizi, Mohammad Teshnehlab, Clemens Heitzinger
2022	J	`jnl`	Speedy Categorical Distributional Reinforcement Learning and Complexity Analysis. SIAM J. Math. Data Sci. Markus Böck, Clemens Heitzinger
2022	J	`jnl`	Stochastic Galerkin methods for the Boltzmann-Poisson system. J. Comput. Phys. José A. Morales Escalante, Clemens Heitzinger
2021	J	`jnl`	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. Mostafa Abbaszadeh, Mehdi Dehghan, Amirreza Khodadadian, Nima Noii, Clemens Heitzinger, Thomas Wick
2021	J	`jnl`	Evaluation of Hyperparameter-Optimization Approaches in an Industrial Federated Learning System. CoRR Stephanie Holly, Thomas Hiessl, Safoura Rezapour Lakani, Daniel Schall, Clemens Heitzinger, Jana Kemnitz
2021	J	`jnl`	Homogenization of Boundary Layers in the Boltzmann-Poisson System. Multiscale Model. Simul. Clemens Heitzinger, José A. Morales Escalante
2020	J	`jnl`	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. Mostafa Abbaszadeh, Mehdi Dehghan, Amirreza Khodadadian, Clemens Heitzinger
2020	J	`jnl`	Bayesian inversion for a biofilm model including quorum sensing. Comput. Biol. Medicine Leila Taghizadeh, Ahmad Karimi, Elisabeth Presterl, Clemens Heitzinger
2020	J	`jnl`	Error analysis of interpolating element free Galerkin method to solve non-linear extended Fisher-Kolmogorov equation. Comput. Math. Appl. Mostafa Abbaszadeh, Mehdi Dehghan, Amirreza Khodadadian, Clemens Heitzinger
2020	J	`jnl`	Uncertainty quantification in epidemiological models for the COVID-19 pandemic. Comput. Biol. Medicine Leila Taghizadeh, Ahmad Karimi, Clemens Heitzinger
2019	J	`jnl`	A Bayesian estimation method for variational phase-field fracture problems. CoRR Amirreza Khodadadian, Nima Noii, Maryam Parvizi, Mostafa Abbaszadeh, Thomas Wick, Clemens Heitzinger
2019	J	`jnl`	Bayesian estimation of physical and geometrical parameters for nanocapacitor array biosensors. J. Comput. Phys. Benjamin Stadlbauer, Andrea Cossettini, José A. Morales Escalante, Daniel Pasterk, Paolo Scarbolo, Leila Taghizadeh, Clemens Heitzinger, Luca Selmi
2019	—	`conf`	Determination of Micro- and Nano-particle Properties by Multi-Frequency Bayesian Methods and Applications to Nanoelectrode Array Sensors. IEEE SENSORS Andrea Cossettini, Benjamin Stadlbauer, José A. Morales Escalante, Leila Taghizadeh, Luca Selmi, Clemens Heitzinger
2019	J	`jnl`	Stochastic Galerkin Methods for the Boltzmann-Poisson system. CoRR José A. Morales Escalante, Clemens Heitzinger
2018	J	`jnl`	Cubature Formulas for Multisymmetric Functions and Applications to Stochastic Partial Differential Equations. SIAM/ASA J. Uncertain. Quantification Clemens Heitzinger, Gudmund Pammer, Stefan Rigger
2018	J	`jnl`	Existence, Uniqueness, and a Comparison of Nonintrusive Methods for the Stochastic Nonlinear Poisson-Boltzmann Equation. SIAM/ASA J. Uncertain. Quantification Clemens Heitzinger, Michael Leumüller, Gudmund Pammer, Stefan Rigger
2018	J	`jnl`	ParticleScattering: Solving and optimizing multiple-scattering problems in Julia. J. Open Source Softw. Boaz Blankrot, Clemens Heitzinger
2017	J	`jnl`	Adaptive and iterative methods for simulations of nanopores with the PNP-Stokes equations. J. Comput. Phys. Gregor Mitscha-Baude, Andreas Buttinger-Kreuzhuber, Gerhard Tulzer, Clemens Heitzinger
2017	J	`jnl`	Optimal design of nanowire field-effect troponin sensors. Comput. Biol. Medicine Amirreza Khodadadian, Kiarash Hosseini, Ali Manzour-ol-Ajdad, Marjan Hedayati, Reza Kalantarinejad, Clemens Heitzinger
2016	J	`jnl`	Optimal Approximation of the First-Order Corrector in Multiscale Stochastic Elliptic PDE. SIAM/ASA J. Uncertain. Quantification Caroline Geiersbach, Clemens Heitzinger, Gerhard Tulzer
2014	J	`jnl`	A convergent 2D finite-difference scheme for the Dirac-Poisson system and the simulation of graphene. J. Comput. Phys. Daniel Brinkman, Clemens Heitzinger, P. A. Markowich
2014	—	`conf`	Julia and the numerical homogenization of PDEs. HPTCDL@SC Clemens Heitzinger, Gerhard Tulzer
2013	J	`jnl`	A one-level FETI method for the drift-diffusion-Poisson system with discontinuities at an interface. J. Comput. Phys. Stefan Baumgartner, Clemens Heitzinger
2013	—	`conf`	Modeling H2 Adsorption Processes at SnO2 Nanowire Surfaces - Parameter Estimation and Simulation. BIODEVICES Gerhard Tulzer, Stefan Baumgartner, Elise Brunet, Giorgio C. Mutinati, Stephan Steinhauer, Anton Köck, Clemens Heitzinger
2011	J	`jnl`	Bio-Sensors: Modelling and Simulation of Biologically Sensitive Field-Effect-Transistors. ERCIM News Alena Bulyha, Clemens Heitzinger, Norbert J. Mauser
2010	J	`jnl`	Multiscale Modeling of Planar and Nanowire Field-Effect Biosensors. SIAM J. Appl. Math. Clemens Heitzinger, Norbert J. Mauser, Christian A. Ringhofer
2009	—	`conf`	Study of the Properties of Biotin-streptavidin Sensitive BioFETs. BIODEVICES Thomas Windbacher, Viktor Sverdlov, Siegfried Selberherr, Clemens Heitzinger, Norbert J. Mauser, Christian A. Ringhofer
2006	J	`jnl`	Anisotropic Mesh Refinement for the Simulation of Three-Dimensional Semiconductor Manufacturing Processes. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. W. Wessner, Johann Cervenka, Clemens Heitzinger, Andreas Hössinger, Siegfried Selberherr
2005	J	`jnl`	A method for generating structurally aligned grids for semiconductor device simulation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Clemens Heitzinger, Alireza Sheikholeslami, Jong Mun Park, Siegfried Selberherr
2004	J	`jnl`	A study on global and local optimization techniques for TCAD analysis tasks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Thomas Binder, Clemens Heitzinger, Siegfried Selberherr
2004	J	`jnl`	An algorithm for smoothing three-dimensional Monte Carlo ion implantation simulation results. Math. Comput. Simul. Clemens Heitzinger, Andreas Hössinger, Siegfried Selberherr
2004	J	`jnl`	Extraction of material parameters based on inverse modeling of three-dimensional interconnect fusing structures. Microelectron. J. Stefan Holzer, Rainer Minixhofer, Clemens Heitzinger, Johannes Fellner, Tibor Grasser, Siegfried Selberherr
2004	J	`jnl`	On the simulation of the formation and dissolution of silicon self-interstitial clusters and the corresponding inverse modeling problem. Microelectron. J. Clemens Heitzinger, Siegfried Selberherr
2003	J	`jnl`	On smoothing three-dimensional Monte Carlo ion implantation simulation results. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Clemens Heitzinger, Andreas Hössinger, Siegfried Selberherr
2003	J	`jnl`	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. Clemens Heitzinger, Wolfgang Pyka, Naoki Tamaoki, Toshiro Takase, Toshimitsu Ohmine, Siegfried Selberherr
2002	—	`conf`	On the Topography Simulation of Memory Cell Trenches for Semiconductor Manufacturing Deposition Processes using the Level Set Method. ESM Clemens Heitzinger, Siegfried Selberherr