Clemens Heitzinger

Orcid: 0000-0003-1613-5164

According to our database1, Clemens Heitzinger authored at least 38 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Centrality of the Fingerprint Core Location.
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

2022
Speedy Categorical Distributional Reinforcement Learning and Complexity Analysis.
SIAM J. Math. Data Sci., 2022

Hyper-Parameter Optimization of Stacked Asymmetric Auto-Encoders for Automatic Personality Traits Perception.
Sensors, 2022

Rational Design of Field-Effect Sensors Using Partial Differential Equations, Bayesian Inversion, and Artificial Neural Networks.
Sensors, 2022

Stochastic Galerkin methods for the Boltzmann-Poisson system.
J. Comput. Phys., 2022

Autoencoder based Anomaly Detection and Explained Fault Localization in Industrial Cooling Systems.
CoRR, 2022

2021
Homogenization of Boundary Layers in the Boltzmann-Poisson System.
Multiscale Model. Simul., 2021

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., 2021

Evaluation of Hyperparameter-Optimization Approaches in an Industrial Federated Learning System.
CoRR, 2021

2020
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., 2020

Error analysis of interpolating element free Galerkin method to solve non-linear extended Fisher-Kolmogorov equation.
Comput. Math. Appl., 2020

Bayesian inversion for a biofilm model including quorum sensing.
Comput. Biol. Medicine, 2020

Uncertainty quantification in epidemiological models for the COVID-19 pandemic.
Comput. Biol. Medicine, 2020

2019
Bayesian estimation of physical and geometrical parameters for nanocapacitor array biosensors.
J. Comput. Phys., 2019

A Bayesian estimation method for variational phase-field fracture problems.
CoRR, 2019

Determination of Micro- and Nano-particle Properties by Multi-Frequency Bayesian Methods and Applications to Nanoelectrode Array Sensors.
Proceedings of the 2019 IEEE SENSORS, Montreal, QC, Canada, October 27-30, 2019, 2019

2018
Cubature Formulas for Multisymmetric Functions and Applications to Stochastic Partial Differential Equations.
SIAM/ASA J. Uncertain. Quantification, 2018

Existence, Uniqueness, and a Comparison of Nonintrusive Methods for the Stochastic Nonlinear Poisson-Boltzmann Equation.
SIAM/ASA J. Uncertain. Quantification, 2018

ParticleScattering: Solving and optimizing multiple-scattering problems in Julia.
J. Open Source Softw., 2018

2017
Adaptive and iterative methods for simulations of nanopores with the PNP-Stokes equations.
J. Comput. Phys., 2017

Optimal design of nanowire field-effect troponin sensors.
Comput. Biol. Medicine, 2017

2016
Optimal Approximation of the First-Order Corrector in Multiscale Stochastic Elliptic PDE.
SIAM/ASA J. Uncertain. Quantification, 2016

2014
A convergent 2D finite-difference scheme for the Dirac-Poisson system and the simulation of graphene.
J. Comput. Phys., 2014

Julia and the numerical homogenization of PDEs.
Proceedings of the 1st First Workshop for High Performance Technical Computing in Dynamic Languages, 2014

2013
A one-level FETI method for the drift-diffusion-Poisson system with discontinuities at an interface.
J. Comput. Phys., 2013

Modeling H2 Adsorption Processes at SnO2 Nanowire Surfaces - Parameter Estimation and Simulation.
Proceedings of the BIODEVICES 2013, 2013

2011
Bio-Sensors: Modelling and Simulation of Biologically Sensitive Field-Effect-Transistors.
ERCIM News, 2011

2010
Multiscale Modeling of Planar and Nanowire Field-Effect Biosensors.
SIAM J. Appl. Math., 2010

2009
Study of the Properties of Biotin-streptavidin Sensitive BioFETs.
Proceedings of the BIODEVICES 2009, 2009

2006
Anisotropic Mesh Refinement for the Simulation of Three-Dimensional Semiconductor Manufacturing Processes.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2006

2005
A method for generating structurally aligned grids for semiconductor device simulation.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2005

2004
A study on global and local optimization techniques for TCAD analysis tasks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2004

Extraction of material parameters based on inverse modeling of three-dimensional interconnect fusing structures.
Microelectron. J., 2004

On the simulation of the formation and dissolution of silicon self-interstitial clusters and the corresponding inverse modeling problem.
Microelectron. J., 2004

An algorithm for smoothing three-dimensional Monte Carlo ion implantation simulation results.
Math. Comput. Simul., 2004

2003
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., 2003

On smoothing three-dimensional Monte Carlo ion implantation simulation results.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2003

2002
On the Topography Simulation of Memory Cell Trenches for Semiconductor Manufacturing Deposition Processes using the Level Set Method.
Proceedings of the 16<sup>th</sup> European Simulation Multiconference: Modelling and Simulation 2002, 2002


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