The Supercomputer MACH-2

[Back to Main Page]

Use Cases

Below you can find short descriptions of some representative applications of MACH-2.
Raum-Zeit Methoden für zeitabhängige PDEs
Institut für Numerische Mathematik, JKU Linz, Ulrich Langer und Martin Neumüller; DK „Computational Mathematics“, JKU Linz, Ulrich Langer und Christoph Hofer; RICAM, Prof. Langer und Mitarbeiter der Arbeitsgruppe „Computational Methods for PDEs“
Computation of neuronal network connectivity matrices containing second order connectivity motifs
Institute of Science and Technology Austria, Klosterneuburg, Austria Research Group Jonas Peter Jonas, Claudia Espinoza, Alois Schlögl.
Computing Potential Energy Surfaces for Vibrational Structure Theory
Institute of General, Anorganic and Theoretical Chemistry, LFU Innsbruck, Dennis F. Dinu, Maren Podewitz, Klaus R. Liedl
Meta-analysis of soil microbiome (bacteria, fungi) involved in Apple Replant Disease (ARD)
Institute of Microbiology, University of Innsbruck, Lidia Nicola, Heribert Insam, Blaz Stres
Sound Field Simulation in Breast Cancer Research
Institute for Measurement Technology, Johannes Kepler University Linz, Dinah Brandner, Bernhard Zagar; Ferrara Lab, Stanford University, Palo Alto, CA, Radiology Department, Katherine Ferrara
Algebraic Multigrid Preconditioners for Singularly Perturbed Reaction-Diffusion Equations
JKU Linz & RICAM, Ulrich Langer; TU Graz, Olaf Steinbach; RICAM, Huidong Yang
Locating the Maximum Absolute Coefficients of Finite Euler Products
JKU Linz (RISC) & ÖAW RICAM, Ali Kemal Uncu; University of Florida, Alexander Berkovich
Personalized Recommender Systems Leveraging User-generated Behavioral Data
Institute of Computational Perception, JKU Linz & Human-centric AI Group, LIT AI Lab
Using precision functional MRI and high-resolution structural MRI to examine individual differences in functional and structural neuroanatomy and develop biomarkers in brain disorders
Centre for Cognitive Neuroscience, Paris Lodron University Salzburg & Christian Doppler University Hospital, Paracelsus Medical University
Computational Framework for High-Quality Production and Large-Scale Evolutionary Analysis of Metagenome Assembled Genomes
Laboratory for Artificial Sight and Automation (Boštjan Murovec) and Department of Animal Science (Leon Deutsch, Blaz Stres), University of Ljubljana, Slovenia; Department of Microbiology (Blaz Stres), University of Innsbruck, Austria
Modeling Biological Regulatory Networks Using Neural Networks
Computational Systems Biology Group (CSBG), Paris-Lodron University, Salzburg, Austria
Comprehensive meta-analysis of available marker gene datasets from black soldier fly (Hermetia illucens) larvae
Department of Microbiology, University of Innsbruck, Austria (Thomas Klammsteiner, Heribert Insam); Faculty of Electrical Engineering and Faculty of Medicine, University of Ljubljana, Slovenia (Boštjan Murovec, Blaz Stres).
Metagenomics data analysis software
Laboratory for Artificial Sight and Automation (Boštjan Murovec) and Department of Animal Science (Leon Deutsch, Blaz Stres), University of Ljubljana, Slovenia; Department of Microbiology (Blaz Stres, Heribert Insam), University of Innsbruck, Austria
Econometric Analysis of Austrian Administrative and Market Data
Department of Economics, JKU Linz.
Ab Initio Study of the Electronic, Vibrational, and Mechanical Properties of the Magnesium Diboride Monolayer
Center for Surface and Nanoanalytics (ZONA), JKU Linz (Kurt Hingerl).
Using Machine Learning for Universal Hydrological Runoff Modelling
Institute for Machine Learning, JKU Linz; Google Research.
Diagonalization of Very Large Sparse Matrices
Institut für Theoretische Physik, Leopold-Franzens-Universität Innsbruck, Institute for Theoretical Physics, FAU Erlangen-Nürnberg, Institute of Physics, Ecole Polytechnique Fédérale de Lausanne, Laboratoire de Physique et Modélisation des Milieux Condensés, Université Grenoble Alpes and CNRS, Institute for Solid State Physics and Optics, Wigner Research Centre for Physics, Budapest.
Stellar-Wind Interaction and Particle Acceleration in Gamma-Ray Binaries
Institut für Astro- und Teilchenphysik, Leopold-Franzens-Universität Innsbruck.
Processing whole genome time series data from resting egg banks of the microcrustacean Daphnia to investigate evolutionary consequences of recent anthropogenic change
Department of Ecology, University of Innsbruck.
Optimal Bayesian design for model discrimination via classification
Institute of Applied Statistics, Johannes Kepler University Linz.
Fast Matrix Multiplication
Institute for Algebra, Johannes Kepler University Linz.
Benchmarking von Suchbasierten Methoden für Nicht-deterministische Systeme
Stefan Klikovits, Institut für Wirtschaftsinformatik - Software Engineering, Johannes Kepler Universität Linz.
Quantum Computing Programme: Einsatz evolutionärer Algorithmen zur automatischen Synthese, Optimierung, und Fehlerkorrektur
Stefan Klikovits, Institut für Wirtschaftsinformatik - Software Engineering, Johannes Kepler Universität Linz.
Please inform the JKU Scientific Computing Administration about new use cases.


JKU Scientific Computing Administration