Data Analytics & Visualization

Data Analytics & Visualization

The MPCDF provides end-to-end solutions on HPC systems for high performance data-analytics and visualization projects for Max Planck scientists. This ranges from the integration of the infrastructure (such as Jupyter notebooks, remote visualization services, support of Apache Spark, ...) into the HPC system, the provisioning of  HPC optimized software (like various frameworks for deep learning and AI), as well as dedicated high-level project support in close collaboration with MPG research groups. Project support comprises of the consulting on state of the art techniques, of the development and optimization of data analytics (especially deep learning and AI) solutions, and of the creation of high quality scientific visualizations.

Support

For dedicated project support, please contact

Excerpt of data analytics projects

  • 3D segmentation of histology data (MPI for Human Cognitive and Brain Sciences, Leipzig)
  • Deep-Prior for denoising of MRI images (MPI for Human Cognitive and Brain Sciences, Leipzig)
  • Next generation sequencing at scale (MPI for Biology of Ageing, Cologne)
  • 2D and 3D segmentation of cellular structures (BigMax and MPI of Colloids and Interfaces, Potsdam)
  • Particle track reconstruction (MPI for Physics, Munich)

Excerpt of past visualization projects

list of all projects and further details

  • IAEA Crowdsourcing Challenge for Materials For Fusion Technology (Winning team, MPI for Plamaphysics)
  • Visualization of Turbulence in Direct Numerical Simulations and Fluids (MPI for Dynamics and Self-Organization)
  • Visualization of near-field effects in Quantum Nanoplasmonic Dimers (MPI for Structure and Dynamics of Matters)

People

Members of the AI & HPDA divsion

  • Dr. Andreas Marek (leader)
  • Dr. Timoteo Colnaghi
  • Dr. Piero Coronica

Members of other divsions working partly in the AI & HPDA division

  • Dr. Michele Compostella (System Operations division)
  • Dr. Nicolas Fabas (Data Services division)
  • Dr. John Alan Kennedy (Data Services division)

Former members of the data-analytics group

  • Dr. Giuseppe di Bernardo (Industry)
  • Dr. Pavel Kus (University of Praque)
  • Dr. Luka Stanisic (Industry)

Talks and Trainig Material

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