Short Curriculum Vitae
Professional Appointments
09/2023—present
Associate Professor
Department of Mathematics
University of Houston, Houston, TX, US
Department of Mathematics
University of Houston, Houston, TX, US
09/2017—08/2023
Assistant Professor
Department of Mathematics
University of Houston, Houston, TX, US
Department of Mathematics
University of Houston, Houston, TX, US
Professional Preparation
05/2013—08/2017
Postdoctoral Fellow
Oden Institute for Computational Engineering and Sciences
University of Texas at Austin, Austin, TX, US
Oden Institute for Computational Engineering and Sciences
University of Texas at Austin, Austin, TX, US
11/2009—04/2013
PhD in Engineering Sciences (Dr.-Ing)
University of Luebeck, Luebeck, DE
University of Luebeck, Luebeck, DE
Related Documents
Narrative CV
Andreas Mang is an Associate Professor at the Department of Mathematics of the University of Houston. He received his PhD from the University of Luebeck (DE) in 2013. Subsequently, he joined the Oden Institute for Computational Engineering and Sciences at The University of Texas at Austin (US) in 2013 for a postdoctoral fellowship. In 2017, he joined the Department of Mathematics at the University of Houston (US), where he currently holds a position as an Associate Professor of Mathematics. His research interests include statistical and deterministic inverse problems, nonlinear optimal control, numerical optimization, data-enabled sciences, and parallel scientific computing. He works on the design, analysis, and deployment of effective numerical methods and parallel algorithms that deliver optimal performance and scale on high-performance computing platforms. In 2022, he received the NSF CAREER award.
Short Curriculum Vitae (ca. 12 pages)
Selected Publications
Follow this link.
Selected Talks
07/26/2023
Fast algorithms for nonlinear optimal control of geodesic flows of diffeomorphisms.
U.S. National Congress on Computational MechanicsI (USNCCM7)
Albuquerque, NM, US
U.S. National Congress on Computational MechanicsI (USNCCM7)
Albuquerque, NM, US
06/29/2023
Shape classification through the lens of geodesic flows of diffeomorphisms
Workshop Leveraging Model- and Data-Driven Methods in Medical Imaging'
Banff International Research Station for Mathematical Innovation and Discovery, BC, CA
Workshop Leveraging Model- and Data-Driven Methods in Medical Imaging'
Banff International Research Station for Mathematical Innovation and Discovery, BC, CA
06/05/2023
Deep neural networks for Bayesian inverse problems governed by nonlinear ODEs.
Workshop Learning for Inverse Problems
Istituto Nazionale di Alta Matematica, Rome, IT
Workshop Learning for Inverse Problems
Istituto Nazionale di Alta Matematica, Rome, IT
06/01/2023
Fast algorithms for PDE-constrained optimization under uncertainty.
SIAM Conference on Optimization
Seattle, US, 2023
SIAM Conference on Optimization
Seattle, US, 2023
04/28/2023
Efficient numerical methods for optimal control problems governed by geodesic flows of diffeomorphisms.
Department of Mathematics (host: Johann Rudi)
Virginia Tech, Blacksburg, VA, US
Department of Mathematics (host: Johann Rudi)
Virginia Tech, Blacksburg, VA, US
04/26/2023
Efficient numerical methods for optimal control problems governed by geodesic flows of diffeomorphisms.
Center for Approximation and Mathematical Data Analytics (host: Simon Foucart)
Texas A&M University, College Station, TX US
Center for Approximation and Mathematical Data Analytics (host: Simon Foucart)
Texas A&M University, College Station, TX US
04/14/2023
Fast algorithms for optimal control problems governed by geodesic flows of diffeomorphisms.
Mathematical Methods and Interdisciplinary Computing Center (host: Suzanne Shontz)
University of Kansas, Lawrence, KS, US
Mathematical Methods and Interdisciplinary Computing Center (host: Suzanne Shontz)
University of Kansas, Lawrence, KS, US
03/28/2023
Numerical methods for PDE-constrained optimization problems governed by hyperbolic equations.
Department of Mathematical Sciences (host: J. R. Romero)
University of Puerto Rico, Mayaguez Campus, US
Department of Mathematical Sciences (host: J. R. Romero)
University of Puerto Rico, Mayaguez Campus, US
03/26/2023
CLAIRE: Scalable multi-GPU algorithms for diffeomorphic image registration in 3D
Applied and Computational Mathematics Division (ACMD) Seminar Series (host: Gunay Dogan)
National Institute of Standards and Technology (NIST), Washington, DC, US
Applied and Computational Mathematics Division (ACMD) Seminar Series (host: Gunay Dogan)
National Institute of Standards and Technology (NIST), Washington, DC, US
02/28/2023
Deep learning for Bayesian inverse problems governed by nonlinear differential equations.
SIAM Conference on Computational Sciences and Engineering
Amsterdam, NL
SIAM Conference on Computational Sciences and Engineering
Amsterdam, NL
01/06/2022
CLAIRE: Scalable multi-GPU algorithms for diffeomorphic image registration.
Joint Mathematics Meetings
Boston, MA, US
Joint Mathematics Meetings
Boston, MA, US
10/14/2022
Fast algorithms for nonlinear optimal control of geodesic flows of diffeomorphisms.
CMAI Colloquium (host: Harbir Antil)
George Mason University, Fairfax, VA, US
CMAI Colloquium (host: Harbir Antil)
George Mason University, Fairfax, VA, US
09/30/2022
Randomized algorithms for efficient preconditioning and uncertainty quantification in inverse transport problems.
SIAM Conference on Mathematics of Data Science
San Diego, CA, US
SIAM Conference on Mathematics of Data Science
San Diego, CA, US
04/04/2022
Fast algorithms for initial value control problems in diffeomorphic registration.
Copper Mountain Conference on Iterative Methods
Virtual Conference
Copper Mountain Conference on Iterative Methods
Virtual Conference
03/24/2022
Fast algorithms for initial value control problems.
SIAM Conference on Imaging Sciences
Virtual Conference
SIAM Conference on Imaging Sciences
Virtual Conference
07/21/2021
CLAIRE: Scalable multi-GPU algorithms for diffeomorphic registration in 3D.
SIAM Conference on Optimization
Virtual Conference
SIAM Conference on Optimization
Virtual Conference
07/19/2021
Uncertainty quantification in diffeomorphic image registration.
SIAM Annual Meeting
Virtual Conference
SIAM Annual Meeting
Virtual Conference
03/04/2021
Uncertainty quantification for inverse transport problems.
SIAM Conference on Computational Science and Engineering
Virtual Conference
SIAM Conference on Computational Science and Engineering
Virtual Conference
02/09/2021
Fast algorithms for nonlinear optimal control of geodesic flows of diffeomorphisms.
Oden Seminar (host: Tan Bui-Thanh)
Oden Institute for Computational Engineering and Sciences
University of Texas at Austin, Austin, TX, US
Oden Seminar (host: Tan Bui-Thanh)
Oden Institute for Computational Engineering and Sciences
University of Texas at Austin, Austin, TX, US
01/06/2021
Statistical analysis of shapes and shape deformations in 3D.
Joint Mathematics Meetings
Virtual Conference
Joint Mathematics Meetings
Virtual Conference
10/17/2020
Classification of 3D shapes and shape deformations.
SIAM TX-LA Sectional Meeting
Virtual Conference
SIAM TX-LA Sectional Meeting
Virtual Conference
07/16/2020
Fast GPU-accelerated diffeomorphic image registration in 3D.
SIAM Conference on Imaging Sciences
Virtual Conference
SIAM Conference on Imaging Sciences
Virtual Conference
06/24/2020
Automatic classification of 3D shapes and shape deformations.
SIAM Mathematics of Data Science
Virtual Conference
SIAM Mathematics of Data Science
Virtual Conference
11/23/2019
Estimating oncogenic parameters via biophysical brain tumor growth modeling.
Society for Neuro-Oncology Annual Meeting (Invited Speaker)
Computational Neuro-Oncology Session (organizer: Spyridon Bakas)
Phoenix, AZ
Society for Neuro-Oncology Annual Meeting (Invited Speaker)
Computational Neuro-Oncology Session (organizer: Spyridon Bakas)
Phoenix, AZ
11/02/2019
Fast GPU-accelerated diffeomorphic image registration in 3D.
SIAM TX-LA Sectional Meeting
Southern Methodist University, Dallas, TX
SIAM TX-LA Sectional Meeting
Southern Methodist University, Dallas, TX
10/17/2019
Fast algorithms for nonlinear optimal control for diffeomorphic registration.
RICAM’s Special Semester on Optimization (organizers: Ekkehard Sachs & Karl Kunisch)
Workshop: New trends in PDE-constrained optimization (hosts: Roland Herzog & Emmanuel Trélat)
Johann Radon Institute for Computational and Applied Mathematics (RICAM), Linz, AT
RICAM’s Special Semester on Optimization (organizers: Ekkehard Sachs & Karl Kunisch)
Workshop: New trends in PDE-constrained optimization (hosts: Roland Herzog & Emmanuel Trélat)
Johann Radon Institute for Computational and Applied Mathematics (RICAM), Linz, AT
09/14/2019
Uncertainty quantification in nonninear optimal control problems for diffeomorphic registration.
AMS Sectional Meeting
University of Wisconsin-Madison, Madison, WI
AMS Sectional Meeting
University of Wisconsin-Madison, Madison, WI
07/24/2019
Fast algorithms for nonlinear optimal control for diffeomorphic registration.
DAMUT Colloquium (host: Christoph Brune)
University of Twente, Enschede, NL
DAMUT Colloquium (host: Christoph Brune)
University of Twente, Enschede, NL
07/17/2019
Fast diffeomorphic image registration in 3D.
International Congress on Industrial and Applied Mathematics
Valencia, ES
International Congress on Industrial and Applied Mathematics
Valencia, ES
07/11/2019
Fast algorithms for initial value control problems in diffeomorphic image registration.
Applied Inverse Problems (AIP) Conference
Campus St Martin d’Hères of Université Grenoble-Alpes, Grenoble, FR
Applied Inverse Problems (AIP) Conference
Campus St Martin d’Hères of Université Grenoble-Alpes, Grenoble, FR
05/14/2019
Diffeomorphic shape matching: Fast algorithms for non-linear optimal control problems.
Éléments de Mathématique pour l’Intelligence Artificielle Conference
École Normale Supérieure, Paris-Saclay, Cachan, FR
Éléments de Mathématique pour l’Intelligence Artificielle Conference
École Normale Supérieure, Paris-Saclay, Cachan, FR
11/04/2018
Optimal control of PDEs: Application to brain tumor modeling.
AMS Southeastern Sectional Meeting
University of Arkansas, Fayetteville, AR, US
AMS Southeastern Sectional Meeting
University of Arkansas, Fayetteville, AR, US
07/10/2018
Fast algorithms for inverse transport problems.
SIAM Annual Meeting
Portland, OR, US
SIAM Annual Meeting
Portland, OR, US
06/27/2018
Parallel algorithms for hyperbolic PDE-constrained optimization problems.
International Workshop on Parallel Matrix Algorithms and Applications
ETH Zuerich, Zuerich, CH
International Workshop on Parallel Matrix Algorithms and Applications
ETH Zuerich, Zuerich, CH
06/13/2018
CLAIRE: A parallel solver for constrained large deformation diffeomorphic image registration.
Colloquium SGS/SSE (host: Miriam Mehl)
Department of Computer Science, University of Stuttgart, Stuttgart, DE
Colloquium SGS/SSE (host: Miriam Mehl)
Department of Computer Science, University of Stuttgart, Stuttgart, DE
06/06/2018
CLAIRE: A parallel solver for constrained large deformation diffeomorphic image registration.
SIAM Conference on Imaging Sciences
Bologna, IT
SIAM Conference on Imaging Sciences
Bologna, IT
02/19/2018
CLAIRE: A distributed-memory solver for constrained diffeomorphic image registration.
CAAM Colloquium (host: Jesse Chan)
Department of Computational and Applied Mathematics, Rice University, Houston, TX, US
CAAM Colloquium (host: Jesse Chan)
Department of Computational and Applied Mathematics, Rice University, Houston, TX, US
02/01/2018
Computational mathematics meets medicine: Formulations, numerics, and parallel computing.
Numerical Analysis and Scientific Computing Seminar (host: James Nagy)
Department of Mathematics and Computer Science, Emory University, Atlanta, GA, US
Numerical Analysis and Scientific Computing Seminar (host: James Nagy)
Department of Mathematics and Computer Science, Emory University, Atlanta, GA, US
10/03/2017
Parallel algorithms for optimal control based diffeomorphic image registration.
SIAM Houston Imaging Sciences Symposium
Houston, TX, US
SIAM Houston Imaging Sciences Symposium
Houston, TX, US
08/01/2017
Preconditioners for the reduced space Hessian in hyperbolic optimal control problems.
International Conference on Preconditioning Techniques for Scientific and Industrial Applications
Vancouver, CA
International Conference on Preconditioning Techniques for Scientific and Industrial Applications
Vancouver, CA
07/21/2017
A distributed-memory Newton–Krylov solver for inverse transport problems.
US National Congress on Computational Mechanics (USNCCM)
Montréal, CA
US National Congress on Computational Mechanics (USNCCM)
Montréal, CA
05/31/2017
A distributed-memory Newton-Krylov solver for constrained diffeomorphic image registration.
Applied Inverse Problems (AIP) Conference
Hangzhou, CN
Applied Inverse Problems (AIP) Conference
Hangzhou, CN
03/01/2017
Parallel algorithms for PDE-constrained optimization problems with hyperbolic constraints.
SIAM Conference on Computational Science and Engineering (SIAM CSE)
Atlanta, GA, US
SIAM Conference on Computational Science and Engineering (SIAM CSE)
Atlanta, GA, US
04/22/2016
A parallel solver for inverse transport problems.
Numerical Analysis and Scientific Computing Seminar (host: Lars Ruthotto)
Department of Mathematics and Computer Science, Emory University, Atlanta, GA, US
Numerical Analysis and Scientific Computing Seminar (host: Lars Ruthotto)
Department of Mathematics and Computer Science, Emory University, Atlanta, GA, US
03/15/2016
Fast algorithms for diffeomorphic image registration.
Workshop on Numerical Methods for Optimal Control and Inverse Problems (OCIP)
Technical University Munich, Munich, DE
Workshop on Numerical Methods for Optimal Control and Inverse Problems (OCIP)
Technical University Munich, Munich, DE
05/23/2016
A fast solver for constrained diffeomorphic image registration.
SIAM Conference on Imaging Sciences (SIAM IS)
Albuquerque, NM, US
SIAM Conference on Imaging Sciences (SIAM IS)
Albuquerque, NM, US
04/07/2016
Efficient evaluation of Hessian operators arising in large-scale inverse problems in medical imaging.
SIAM Conference on Uncertainty Quantification (SIAM UQ)
Lausanne, CH
SIAM Conference on Uncertainty Quantification (SIAM UQ)
Lausanne, CH
03/17/2015
Efficient algorithms for physically constrained diffeomorphic image registration.
SIAM Conference on Computational Science and Engineering (SIAM CSE)
Salt Lake City, UT, US
SIAM Conference on Computational Science and Engineering (SIAM CSE)
Salt Lake City, UT, US
03/11/2015
Efficient algorithms for optimal control based diffeomorphic image registration.
Workshop on Numerical Methods for Optimal Control and Inverse Problems (OCIP)
Technical University Munich, Munich, DE
Workshop on Numerical Methods for Optimal Control and Inverse Problems (OCIP)
Technical University Munich, Munich, DE
02/05/2015
Optimal Control Meets Medical Imaging Sciences: Applications, formulations and fast solvers.
IMETUM lecture (host: Bjoern Menze)
Institut fuer Medizintechnik, Technical University Munich, Munich, DE
IMETUM lecture (host: Bjoern Menze)
Institut fuer Medizintechnik, Technical University Munich, Munich, DE
12/16/2014
Efficient algorithms for inverse transport problems.
Graduate Seminar Mathematics in Image Computing and Simulation (host: Thorsten M. Buzug)
Institute of Medical Engineering, University of Luebeck, Luebeck, DE
Graduate Seminar Mathematics in Image Computing and Simulation (host: Thorsten M. Buzug)
Institute of Medical Engineering, University of Luebeck, Luebeck, DE
09/18/2014
Fast solvers for inverse problems with pure advection.
DiaMond Research Seminar
Institute for Computational Engineering & Sciences, University of Texas at Austin, Austin, TX, US
DiaMond Research Seminar
Institute for Computational Engineering & Sciences, University of Texas at Austin, Austin, TX, US
03/18/2013
Bildbasierte Modellierung der Progression primärer Hirntumoren: Modellpersonalisierung und Modellentwicklung für die Bildregistrierung.
Graduate Seminar (host: Heinz Handels)
Institute of Medical Informatics, University of Luebeck, Luebeck, DE
Graduate Seminar (host: Heinz Handels)
Institute of Medical Informatics, University of Luebeck, Luebeck, DE
05/20/2012
Image-based modeling of brain tumour progression: From individualization to priors for non-rigid image registration.
SIAM Conference on Imaging Science (SIAM IS)
Philadelphia, PA, US
SIAM Conference on Imaging Science (SIAM IS)
Philadelphia, PA, US