Assoz. Prof. Dipl.-Ing. Dr. techn. Clemens Heitzinger
Co-Director
Center for Artificial
Intelligence and Machine Learning (CAIML)
Associate
Professor
Research Unit Machine Learning
Institute of
Information Systems Engineering
Department of Informatics (Computer
Science)
TU Wien (Technical
University Vienna)
A–1040 Vienna
Austria
Email:
Clemens (dot) Heitzinger (at) TUWien (dot) ac (dot) at
Phone: +43
(1) 58801–10167
Fax: +43 (1) 58801–10196
My
homepage at TU Wien (may be slightly out of date; the latest version
is always
here)
Dr. Clemens Heitzinger
Adjunct Professor
School of Mathematical and Statistical
Sciences (SoMSS)
Arizona State
University (ASU)
P.O. Box 871804
Tempe, AZ 85287–1804
Email: Clemens (dot) Heitzinger (at) ASU (dot) edu
START Prize 2013 for PDE Models for Nanotechnology (1.2 M€) by the Austrian Science Fund (FWF). In 2013, 9 out of 96 proposals were funded in an international competition among all areas of science. More information about the FWF START Program can be found here.
Erwin Schrödinger Fellowship by the Austrian Science Fund (FWF). More information about the FWF Schrödinger Program can be found here.
Co-Director of TUW CAIML (TU Wien Center for Artificial Intelligence and Machine Learning).
Deputy Representative of TU Wien at AIDA (International Artificial Intelligence Doctoral Academy).
Member of ViCEM (Vienna Center for Engineering and Medicine), an initiative by TU Wien and the Medical University of Vienna.
Member of the Vienna Center for Partial Differential Equations, an initiative by TU Wien and the University of Vienna.
Senior research associate at the Department of Applied Mathematics and Theoretical Physics (DAMTP), University of Cambridge. I worked in Peter Markowich’s applied-partial-differential-equations group.
Universitätsassistent at the Department of Mathematics, University of Vienna.
Research associate at the School of Electrical and Computer Engineering, Purdue University.
Visiting researcher at the Department of Mathematics and Statistics, Arizona State University, with an Erwin Schrödinger Fellowship by the Austrian Science Fund (FWF).
Total funding so far: ≈ 2.1 M€.
PI, START Project funded by the Austrian Science Fund (FWF),
PDE Models for Nanotechnology,
Nov 2013 – Oct 2019 (projected). (9 out of 96 proposals were funded in
an international competition among all areas of science.)
PI, high-potential project funded by WWTF (Viennese Science and Technology
Fund),
Mathematics and Nanosensors,
Jan 2010 – Dec 2013.
PI, project funded by the Austrian Science Fund (FWF),
Mathematical Models and Characterization of BioFETs,
Jan 2009 – Feb 2013.
PI, jubilee-fund project funded by ÖAW (Austrian Academy of
Sciences),
Multiscale Modeling and Simulation of Field-Effect
Nano-Biosensors,
Apr 2008 – June 2009. (2 out of 30 proposals were selected for
funding.)
Erwin Schrödinger Fellowship funded by the Austrian Science Fund (FWF),
Mathematical Models for Nanoscale Semiconductor Device
Engineering,
Oct 2003 – Sep 2005.
Co-PI, research project funded by FFG,
Reliable Reinforcement Learning for Sustainable Energy Systems
(RELY),
Sep 2023 – Aug 2025.
Co-PI, project funded by Austrian
Science Fund (FWF),
Using Single Atom Catalysts as Nanozymes in FET Sensors,
June 2023 – May 2026 (projected).
PI: Amirreza Khodadadian
(Keele University); co-PIs: Wolfgang Hilber (University of Linz) and
myself.
Co-PI, MSCA COFUND doctoral program co-funded by the European
Commission,
Engineering for Life Sciences (ENROL),
Oct 2021 – Sep 2026 (projected), 4.0 M€.
Co-PI, project funded by the Austrian Science Fund (FWF),
Cargo-Selective Transport with DNA Nanopores,
Oct 2017 – Sep 2020 (projected).
PI: Stefan Howorka (UCL and University Linz); co-PIs: Peter Hinterdorfer
(University Linz) and myself.
Symposium AI Health Vienna 2024 – Closing the Gap in Vienna from 25 to 26 November 2024. Organized jointly with Oliver Kimberger and Maria Kletečka-Pulker.
Symposium AI Health Vienna 2023 – Closing the Gap in Vienna from 13 to 14 November 2023. Organized jointly with Oliver Kimberger and Maria Kletečka-Pulker.
First ASAI National Summer School on Artificial Intelligence, a joint event by ASAI (Austrian Society for Artificial Intelligence) and CAIML, in Vienna from 3 July to 7 July 2023. Organized jointly with Thomas Eiter and Stefan Woltran (both TU Wien).
Guest Editor, jointly with my former PhD student Leila Taghizadeh, for the special issue Biosensors and Nanotechnology of Biosensors.
Eight-week thematic program Computational Uncertainty Quantification: Mathematical Foundations, Methodology and Data with five workshops at the Erwin Schrödinger Institute in Vienna in spring 2020. Organized jointly with Fabio Nobile (EPFL), Robert Scheichl (University of Bath), Christoph Schwab (ETHZ), Sara van de Geer (ETHZ), and Karen Willcox (MIT and ICES at UT Austin). Workshops:
multilevel and multifidelity sampling methods in UQ for PDEs,
approximation of high-dimensional parametric PDEs in forward UQ,
PDE-constrained Bayesian inverse UQ: spatial statistical models and PDE discretizations,
statistical estimation and machine learning in UQ for PDEs,
UQ in kinetic and transport equations and in high-frequency wave propagation.
Minisymposium Metamaterials at the SIAM Annual Meeting 2018 (SIAM AN18) in Portland, Oregon, USA, from 9 till 13 July 2018. Organized jointly with Boaz Blankrot (one of my PhD students).
Minisymposium UQ for Kinetic Equations at the SIAM Conference on Uncertainty Quantification 2018 (SIAM UQ18) in Garden Grove, California, USA, from 16 till 19 April 2018.
Minisymposium Stochastic PDEs and Uncertainty Quantification with Applications in Engineering at the 19th European Conference on Mathematics for Industry (ECMI 2016) in Santiago de Compostela, Spain, from 13 till 17 June 2016. Organized jointly with Hermann Matthies (TU Braunschweig).
Thematic program Modeling and Simulation of Nanostructures in Biology and Physics (NANO-10) at the Wolfgang Pauli Institute, Vienna, in 2010.
Workshop on Nanostructures in Biology and Physics at the Wolfgang Pauli Institute, Vienna, from July 22 till July 25, 2008.
Amirreza Khodadadian: PhD University of Vienna. December 2017 – October 2018. Then a postdoctoral researcher at Leibniz University Hanover, Germany, and Senior Lecturer at Keele University, UK.
Jose A. Morales E.: PhD UT Austin. October 2016 – September 2018. Then an assistant professor at the University of Texas San Antonio.
Leila Taghizadeh: PhD TU Wien. October 2019 – July 2021. Then a postdoctoral researcher at TU München.
Gerhard Tulzer: PhD TU Wien. April 2015 – June 2016. Then an Universitätsassistent at the University of Linz (JKU).
Martin Vasicek: PhD TU Wien. January 2010 – January 2012.
With joint publications:
Robert Dutton and Yang Liu (Center for Integrated Systems, Stanford)
Stefan Howorka (chemistry, UCL)
Anton Köck (Materials Center Leoben (MCL), Austria)
Peter Markowich (Department of Applied Mathematics and Theoretical Physics (DAMTP), University of Cambridge)
Christian Ringhofer (Department of Mathematics and Statistics, Arizona State University)
Luca Selmi (Department of Engineering, University of Modena) (previous homepage at the University of Udine)
Distinguished International Member on the Academic Board of the PhD Program in Information and Communication Technologies (ICT) at the Department of Engineering Enzo Ferrari of the University of Modena and Reggio Emilia.
Served on the program committees of numerous international conferences.