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| | Preview | Author(s) | Title | Type | Issue Date |
| 1 | | Schneider, Fabian ; Mozumder, Meghdoot ; Tamarov, Konstantin ; Taghizadeh, Leila ; Tarvainen, Tanja ; Helin, Tapio ; Duong, Duc Lam | Score-based diffusion models for diffuse optical tomography with uncertainty quantification | Preprint Preprint | 3-Feb-2026 |
| 2 | | Taghizadeh, Leila | PDE-based Bayesian Inverse Problems in Nanotechnology | Presentation Vortrag | 7-Nov-2025 |
| 3 | | Taghizadeh, Leila | PDE-based Bayesian Inversion in Nanoelectronics | Inproceedings Konferenzbeitrag | 4-Sep-2025 |
| 4 | | Taghizadeh, Leila ; Jüngel, Ansgar | Infinite Dimensional Bayesian Inversion for Semiconductor Devices | Inproceedings Konferenzbeitrag | Apr-2025 |
| 5 | | Mousavi, Aida ; Taghizadeh, Leila | Bayesian parameter identification for the Brusselator reaction-diffusion model | Inproceedings Konferenzbeitrag | 28-Feb-2025 |
| 6 | | Taghizadeh, Leila | Uncertainty Quantification in Semiconductor Models | Presentation Vortrag | 20-Feb-2025 |
| 7 | | Taghizadeh, Leila ; Jüngel, Ansgar | Bayesian Inversion for the Identification of the Doping Profile in Unipolar Semiconductor Devices | Article Artikel  | 2025 |
| 8 | | Taghizadeh, Leila | Bayesian Inversion for Semiconductor Inverse Problems | Presentation Vortrag | 13-Aug-2024 |
| 9 | | Taghizadeh, Leila | Nanotechnology PDE Models under Uncertainty | Presentation Vortrag | 4-Jun-2024 |
| 10 | | Taghizadeh, Leila | A pCN-MCMC Method for a Bayesian Inverse Problem in Nanoscale Devices | Inproceedings Konferenzbeitrag | 21-Feb-2024 |
| 11 | | Heitzinger, Clemens | Algorithms for and Challenges in the Analysis of Markers in Personalized Health Care | Book Contribution Buchbeitrag | 4-Nov-2022 |
| 12 | | Böck, Markus ; Malle, Julien ; Pasterk, Daniel ; Kukina, Hrvoje ; Hasani, Ramin ; Heitzinger, Clemens | Superhuman performance on sepsis MIMIC-III data by distributional reinforcement learning | Article Artikel | 3-Nov-2022 |
| 13 | | Morales Escalante, José A. ; Heitzinger, Clemens | Stochastic Galerkin methods for the Boltzmann-Poisson system | Article Artikel | 1-Oct-2022 |
| 14 |  | Jalaeian Zaferani, Effat ; Teshnehlab, Mohammad ; Khodadadian, Amirreza ; Heitzinger, Clemens ; Vali, Mansour ; Noii, Nima ; Wick, Thomas | Hyper-Parameter Optimization of Stacked Asymmetric Auto-Encoders for Automatic Personality Traits Perception | Article Artikel   | 2-Aug-2022 |
| 15 |  | Khodadadian, Amirreza ; Parvizi, Maryam ; Teshnehlab, Mohammad ; Heitzinger, Clemens | Rational Design of Field-Effect Sensors Using Partial Differential Equations, Bayesian Inversion, and Artificial Neural Networks | Article Artikel | 1-Jul-2022 |
| 16 | | Böck, Markus ; Heitzinger, Clemens | Speedy Categorical Distributional Reinforcement Learning and Complexity Analysis | Article Artikel | 6-Jun-2022 |
| 17 |  | Tomeva, Elena ; Switzeny, Olivier J. ; Heitzinger, Clemens ; Hippe, Berit ; Haslberger, Alexander G. | Comprehensive Approach to Distinguish Patients with Solid Tumors from Healthy Controls by Combining Androgen Receptor Mutation p.H875Y with Cell-Free DNA Methylation and Circulating miRNAs | Article Artikel | 17-Jan-2022 |
| 18 | | Holly, Stephanie ; Heel, Robin ; Katic, Denis ; Schoeffl, Leopold ; Stiftinger, Andreas ; Holzner, Peter ; Kaufmann, Thomas ; Haslhofer, Bernhard ; Schall, Daniel ; Heitzinger, Clemens ; Kemnitz, Jana | Autoencoder Based Anomaly Detection and Explained Fault Localization in Industrial Cooling Systems | Inproceedings Konferenzbeitrag | 2022 |
| 19 | | Abbaszadeh, Mostafa ; Dehghan, Mehdi ; Khodadadian, Amirreza ; Heitzinger, Clemens | Application of direct meshless local Petrov–Galerkin method for numerical solution of stochastic elliptic interface problems | Article Artikel | 2022 |
| 20 | | Stadlbauer, Benjamin ; Cossettini, Andrea ; Morales Escalante, Jose Alberto ; Pasterk, Daniel ; Scarbolo, Paolo ; Taghizadeh, Leila ; Heitzinger, Clemens ; Selmi, Luca | Bayesian estimation of physical and geometrical parameters for nanocapacitor array biosensors | Artikel Article | 15-Nov-2019 |
| 21 | | Abbaszadeh, Mostafa ; Khodadadian, Amirreza ; Parvizi, Maryam ; Dehghan, Mehdi ; Heitzinger, Clemens | A direct meshless local collocation method for solving stochastic Cahn–Hilliard–Cook and stochastic Swift–Hohenberg equations | Article Artikel | Jan-2019 |
| 22 | | Blankrot, B. ; Heitzinger, C. | Automated Design of Photonic Crystal Demultiplexers | Inproceedings Konferenzbeitrag | 15-Nov-2018 |
| 23 | | Taghizadeh, Leila ; Khodadadian, Amirreza ; Heitzinger, Clemens | The Stochastic Drift-Diffusion-Poisson System for Modeling Nanowire and Nanopore Sensors | Inproceedings Konferenzbeitrag | 21-Mar-2018 |
| 24 | | Heitzinger, Clemens ; Pammer, Gudmund ; Rigger, Stefan | Cubature Formulas for Multisymmetric Functions and Applications to Stochastic Partial Differential Equations | Article Artikel | 2018 |
| 25 | | Geiersbach, Caroline ; Heitzinger, Clemens ; Tulzer, Gerhard | Optimal Approximation of the First-Order Corrector in Multiscale Stochastic Elliptic PDE | Article Artikel | 19-Oct-2016 |
| 26 | | Khodadadian, Amirreza ; Heitzinger, Clemens | A transport equation for confined structures applied to the OprP, Gramicidin A, and KcsA channels | Article Artikel | 17-Mar-2015 |
