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C

Clemens Heitzinger

TU Wien

23H-index
192Paper Count
1.7KCitation Count
Published Papers 33
Publication Date
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Energy–Biosensor Synergy: Intrinsic Catalytic Reactions as Label-Free Signal Pathways
errSensors
IF3.5
err2026-02-15
err0
errOAAI
errSeyyed Mehdi Khoshfetrat; Samaneh Mirsian; Amirreza Khodadadian; Wolfgang Hilber; Clemens Heitzinger
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Learning and evaluating improved reinforcement learning-based policies for sepsis treatment on MIMIC-IV
errJournal of Critical Care
IF2.9
err2026-01-19
err0
PREAI
errMohammad MahdiAzarbeik; Lorenz Kapral; Richard Weiss; Clemens Heitzinger; Oliver Kimberger
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Integrating physics-based simulations, machine learning, and Bayesian inference for accurate detection and metrology of elongated nanoscale analytes using high-frequency capacitance spectroscopy
errEngineering Applications of Artificial Intelligence
IF8
err2025-07-17
err0
errOAAI
errEhsan Khodadadian; Daniele Goldoni; Jacopo Nicolini; Amirreza Khodadadian; Clemens Heitzinger; Luca Selmi
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errSave
TipSegNet: Fingertip Segmentation in Contactless Fingerprint Imaging
errSENSORS
IF3.5
err2025-03-14
err0
errOAAI
errRuzicka, Laurenz; Kohn, Bernhard; Heitzinger, Clemens
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Graphene-based FETs for advanced biocatalytic profiling: investigating heme peroxidase activity with machine learning insights
errMICROCHIMICA ACTA
IF5.3
err2025-03-01
err0
errOAAI
errMirsian, Samaneh; Hilber, Wolfgang; Khodadadian, Ehsan; Parvizi, Maryam; Khodadadian, Amirreza; Khoshfetrat, Seyyed Mehdi; Heitzinger, Clemens; Jakoby, Bernhard
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Parameter identification of shallow water waves using the generalized equal width equation and physics-informed neural networks: a conservative approximation scheme
errNONLINEAR DYNAMICS
IF6
err2024-11-06
err0
PREAI
errMohammadi, Nima; Abbaszadeh, Mostafa; Dehghan, Mehdi; Heitzinger, Clemens
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Toward Synthetic Physical Fingerprint Targets
errSENSORS
IF3.5
err2024-04-29
err0
errOAAI
errRuzicka, Laurenz; Strobl, Bernhard; Bergmann, Stephan; Nolden, Gerd; Michalsky, Tom; Domscheit, Christoph; Priesnitz, Jannis; Bluemel, Florian; Kohn, Bernhard; Heitzinger, Clemens
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Development of a Reinforcement Learning Algorithm to Optimize Corticosteroid Therapy in Critically Ill Patients with Sepsis
errJOURNAL OF CLINICAL MEDICINE
IF2.9
err2023-02-14
err9
errOAAI
errBologheanu, Razvan; Kapral, Lorenz; Laxar, Daniel; Maleczek, Mathias; Dibiasi, Christoph; Zeiner, Sebastian; Agibetov, Asan; Ercole, Ari; Thoral, Patrick; Elbers, Paul; Heitzinger, Clemens; Kimberger, Oliver
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Stochastic Galerkin methods for the Boltzmann-Poisson system
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2022-10-01
err1
errOAAI
errEscalante, Jose A. Morales; Heitzinger, Clemens
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Hyper-Parameter Optimization of Stacked Asymmetric Auto-Encoders for Automatic Personality Traits Perception
errSENSORS
IF3.5
err2022-08-18
err6
errOAAI
errZaferani, Effat Jalaeian; Teshnehlab, Mohammad; Khodadadian, Amirreza; Heitzinger, Clemens; Vali, Mansour; Noii, Nima; Wick, Thomas
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Protein Transport through Nanopores Illuminated by Long-Time-Scale Simulations
errACS NANO
IF16
err2021-06-07
err14
errOAAI
errMitscha-Baude, Gregor; Stadlbauer, Benjamin; Howorka, Stefan; Heitzinger, Clemens
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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
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2021-02-01
err27
PREAI
errAbbaszadeh, Mostafa; Dehghan, Mehdi; Khodadadian, Amirreza; Noii, Nima; Heitzinger, Clemens; Wick, Thomas
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errSave
Optimal Bayesian experimental design for electrical impedance tomography in medical imaging
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2021-01-01
err7
PREAI
errKarimi, Ahmad; Taghizadeh, Leila; Heitzinger, Clemens
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Uncertainty quantification in epidemiological models for the COVID-19 pandemic
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2020-10-01
err23
errOAAI
errTaghizadeh, Leila; Karimi, Ahmad; Heitzinger, Clemens
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An adaptive multilevel Monte Carlo algorithm for the stochastic drift-diffusion-Poisson system
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2020-08-01
err23
errOAAI
errKhodadadian, Amirreza; Parvizi, Maryam; Heitzinger, Clemens
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errSave
A Bayesian estimation method for variational phase-field fracture problems
errCOMPUTATIONAL MECHANICS
IF3.8
err2020-07-14
err64
errOAAI
errKhodadadian, Amirreza; Noii, Nima; Parvizi, Maryam; Abbaszadeh, Mostafa; Wick, Thomas; Heitzinger, Clemens
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Bayesian inversion for electrical-impedance tomography in medical imaging using the nonlinear Poisson-Boltzmann equation
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2020-06-01
err10
PREAI
errTaghizadeh, Leila; Karimi, Ahmad; Stadlbauer, Benjamin; Weninger, Wolfgang J.; Kaniusas, Eugenijus; Heitzinger, Clemens
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Bayesian inversion for a biofilm model including quorum sensing
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2020-02-01
err5
PREAI
errTaghizadeh, Leila; Karimi, Ahmad; Presterl, Elisabeth; Heitzinger, Clemens
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Bayesian estimation of physical and geometrical parameters for nanocapacitor array biosensors
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2019-11-01
err8
PREAI
errStadlbauer, Benjamin; Cossettini, Andrea; Morales, Jose A. E.; Pasterk, Daniel; Scarbolo, Paolo; Taghizadeh, Leila; Heitzinger, Clemens; Selmi, Luca
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A new method for selective functionalization of silicon nanowire sensors and Bayesian inversion for its parameters
errBIOSENSORS & BIOELECTRONICS
IF10.5
err2019-10-01
err44
PREAI
errMirsian, Samaneh; Khodadadian, Amirreza; Hedayati, Marjan; Manzour-ol-Ajdad, Ali; Kalantarinejad, Reza; Heitzinger, Clemens
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Research Directions

No research directions
Co-authors
Cooperation Journals
M
Mehdi Dehghan
H-index: 93 · Papers: 807
A
Ari Ercole
H-index: 62 · Papers: 378
T
Tibor Grasser
H-index: 59 · Papers: 756
M
M. Hiesmayr
H-index: 57 · Papers: 430
P
Peter A. Markowich
H-index: 54 · Papers: 323
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