The Supercomputer MACH-2

Use Cases

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.

Partition statistics and unimodal sequences

Koustav Banerjee, Research Institute for Symbolic Computation, JKU Linz, Kathrin Bringmann, Universität zu Köln, Ben Kane, University of Honkong.