Christoph M Augustin (Christoph Augustin)

Scopus Author ID ResearcherID ORCID

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Venues

eLife

NPJ digital medicine

PLoS computational biology

International journal for numerical methods in biomedical engineering

Medical University of Graz

Graz University of Technology (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

Medical University of Graz Sep 01 2019

Austria

Assistant Professor :: Gottfried Schatz Research Center (for Cell Signaling, Metabolism and Aging) Division of Biophysics

Medical University of Graz Sep 01 2018 - Aug 31 2019

Austria

Postdoctoral Researcher (Marie Curie fellow) :: Gottfried Schatz Research Center (for Cell Signaling, Metabolism and Aging) Division of Biophysics

University of California Berkeley Feb 01 2016 - Aug 31 2018

United States

Postdoctoral Researcher (Marie Curie fellow) :: Mechanical Engineering

Medical University of Graz May 01 2012 - Jan 31 2016

Austria

Postdoctoral Researcher :: Institute of Biophysics

Education History

Graz University of Technology - Aug 27 2012

Austria

PHD :: Institute of Applied Mathematics

Graz University of Technology

Austria

MSC :: Institute of Statistics

Publications

Thomas Grandits, Christoph M Augustin, Gundolf Haase, Norbert Jost, Gary R Mirams, Steven A Niederer, Gernot Plank, András Varró, László Virág, Alexander Jung
Neural network emulation of the human ventricular cardiomyocyte action potential for more efficient computations in pharmacological studies. eLife 12 (2024)
Matteo Salvador, Marina Strocchi, Francesco Regazzoni, Christoph M Augustin, Luca Dede', Steven A Niederer, Alfio Quarteroni
Whole-heart electromechanical simulations using Latent Neural Ordinary Differential Equations. NPJ digital medicine 7 (1) (2024)
Matteo Salvador, Marina Strocchi, Francesco Regazzoni, Christoph M Augustin, Luca Dede', Steven A Niederer, Alfio Quarteroni
Whole-heart electromechanical simulations using Latent Neural Ordinary Differential Equations. NPJ digital medicine 7 (1) (2024)
Thomas Grandits, Christoph M Augustin, Gundolf Haase, Norbert Jost, Gary R Mirams, Steven A Niederer, Gernot Plank, András Varró, László Virág, Alexander Jung
Neural network emulation of the human ventricular cardiomyocyte action potential for more efficient computations in pharmacological studies. eLife 12 (2024)
Matteo Salvador, Marina Strocchi, Francesco Regazzoni, Christoph M Augustin, Luca Dede', Steven A Niederer, Alfio Quarteroni
Whole-heart electromechanical simulations using Latent Neural Ordinary Differential Equations. NPJ digital medicine 7 (1) (2024)
Thomas Grandits, Christoph M Augustin, Gundolf Haase, Norbert Jost, Gary R Mirams, Steven A Niederer, Gernot Plank, András Varró, László Virág, Alexander Jung
Neural network emulation of the human ventricular cardiomyocyte action potential for more efficient computations in pharmacological studies. eLife 12 (2024)
Thomas Grandits, Christoph M Augustin, Gundolf Haase, Norbert Jost, Gary R Mirams, Steven A Niederer, Gernot Plank, András Varró, László Virág, Alexander Jung
Neural network emulation of the human ventricular cardiomyocyte action potential for more efficient computations in pharmacological studies. eLife 12 (2024)
Matteo Salvador, Marina Strocchi, Francesco Regazzoni, Christoph M Augustin, Luca Dede', Steven A Niederer, Alfio Quarteroni
Whole-heart electromechanical simulations using Latent Neural Ordinary Differential Equations. NPJ digital medicine 7 (1) (2024)
Thomas Grandits, Christoph M Augustin, Gundolf Haase, Norbert Jost, Gary R Mirams, Steven A Niederer, Gernot Plank, András Varró, László Virág, Alexander Jung
Neural network emulation of the human ventricular cardiomyocyte action potential for more efficient computations in pharmacological studies. eLife 12 (2024)
Marina Strocchi, Stefano Longobardi, Christoph M Augustin, Matthias A F Gsell, Argyrios Petras, Christopher A Rinaldi, Edward J Vigmond, Gernot Plank, Chris J Oates, Richard D Wilkinson, Steven A Niederer
Cell to whole organ global sensitivity analysis on a four-chamber heart electromechanics model using Gaussian processes emulators. PLoS computational biology 19 (6) (2023)
Alexander Jung, Matthias A F Gsell, Christoph M Augustin, Nagaiah Chamakuri
An Integrated Workflow for Building Digital Twins of Cardiac Electromechanics-A Multi-Fidelity Approach for Personalising Active Mechanics. Mathematics (Basel, Switzerland) 10 (5) (2022)
Cristobal Rodero, Marina Strocchi, Marciej Marciniak, Stefano Longobardi, John Whitaker, Mark D O'Neill, Karli Gillette, Christoph M Augustin, Nagaiah Chamakuri, Edward J Vigmond, Pablo Lamata, Steven A Niederer
Linking statistical shape models and simulated function in the healthy adult human heart. PLoS computational biology 17 (4) (2021)
Matthias A F Gsell, Christoph M Augustin, Anton J Prassl, Elias Karabelas, Joao F Fernandes, Marcus Kelm, Leonid Goubergrits, Titus Kuehne, Nagaiah Chamakuri
Assessment of wall stresses and mechanical heart power in the left ventricle: Finite element modeling versus Laplace analysis. International journal for numerical methods in biomedical engineering 34 (12) (2018)

Christoph M Augustin.css-eqlu8i{font-size:small;padding-left:4px;} (Christoph Augustin)

Publication Activity (10 Years)

Top Topics

Top Venues

Christoph M Augustin (Christoph Augustin)