738d3aMovil

Escuela de Verano

Scientific Computing & Visualization

Descripción general del curso

16 05 visual

In the past decade, Scientific Computing has supplemented or replaced traditional scientific workflows to address modeling, design, and optimization problems across a wide range of scientific and engineering domains. Analysis of and insight into the enormous amount of data produced by modern numerical experiments in this context mandates the use of sophisticated visualization and data analysis techniques. 

The present course is aimed at providing students with a solid understanding of, and practical competence in, the area of interactive visual data analysis. In addition to an introduction into the theoretical framework of visualization and ready-to-use tools, a particular focus of study is on the programmatic generation of visualization tailored to specific problems. Last, the course will introduce students to the efficient visualization of large datasets through parallel programming and other techniques.

This course explore the elements of high performance scientific computing and visualization. Students will obtain hands-on experience in:

1) Formulating a mathematical model to describe a physical phenomenon
2) Discretizing the model
3) Designing/analyzing algorithms efficiently on parallel computers
4) Performing a computer experiment by executing the program
5) Visualizing simulation data in an immersive and interactive virtual environment
6) Managing/mining large datasets

Información del curso

Fecha:

Curso: 13 de Junio al 30 de Junio

Workshop:  22 y 23 de Junio

A

Idioma:

Inglés

Profesor:

Christoph Garth - Kathrin Häb, TU- Kaiserslautern - Germany

Horario:

Curso: 2:30 p.m. a 5:30 p.m.

Workshop:  8:00 a.m. a 4:00 p.m.

Domingo
11
Lunes
12
Martes
13
Miércol.
14
Jueves
15
Viernes
16
Sábado
17
Domingo
18
Lunes
19
Martes
20
Miércol.
21
Jueves
22
Viernes
23
Sábado
24
Domigo
25
Lunes
26
Martes
27
Miércol.
28
Jueves
29
Viernes
30
Sábado
1

 

2:30 p.m. - 5:30 p.m.
8:00 a.m. - 4:00 p.m.

* Los estudiantes asistentes al cursos deben asistir al International Workshop on Visual Computing los días 22 y 23 de Junio.

Cupos:


Cupos:

30

Válido como:


Estudiantes MISIS:

Curso del programa MISIS


Estudiantes otras maestrías:

Curso electivo


Estudiantes ISIS:

Electiva profesional


Estudiantes MBC:

Curso de profundización

Profesor(es)

Christoph Garth

 Christoph Garth

Institución: TU-Kaiserslautern

Hoja de vida

Research Interests

  • Lagrangian and topological analysis of vector and tensor fields
  • Visual exploration and analysis of large-scale data
  • Parallel and scalable visualization algorithms
  • Feature extraction in Computational Fluid Dynamics problems
  • Topological methods in visualization
  • Query-Driven Visualization
  • Material interface reconstruction
  • Scientific Visualization
  • Computer Graphics

Education

  • Oct. 2007: Dr. rer. nat. (Ph. D.) in Computer Science (summa cum laude), University of Kaiserslautern
  • Jan. 2003: Diplom (M. Sc.), Mathemathics & Computer Science, University of Kaiserslautern

Professional Experience

  • Since 2011: Juniorprofessor in Computational Topology, University of Kaiserslautern
  • 2007–2011: Postdoctoral Researcher, University of California, Davis
  • 2003–2007: Research Assistant, Dept. of Computer Science, University of Kaiserslautern 

Some Journal Publications

  • W. Schlei, K. C. Howell, X. Tricoche, C. Garth. Enhanced Visualization and Autonomous Ex- traction of Poincaré Map Topology. Journal of Astronautical Sciences AAS 13-903, 2015.
  • M. W. Wöllhaf, K. G. Hansen, C. Garth, J. M. Herrmann. Import of ribosomal proteins into yeast mitochondria. Biochemistry and Cell Biology, 92(6): 489-498, 2014.
  • L. Hüttenberger, C. Heine, C. Garth. Decomposition and Segmentation of Multivariate Data using Pareto Sets. IEEE Transactions on Visualization and Computer Graphics 20(12):2684– 2693, 2014.
  • M. Hummel, H. Obermaier, C. Garth, K. I. Joy. Comparative Visual Analysis of Lagrangian Transport in CFD Ensembles. IEEE Transactions on Visualization and Computer Graphics, 19(12):2743–2752, Dec. 2013.
  • D. Camp, H. Krishnan, D. Pugmire, E. W. Bethel, K. I. Joy, H. Childs, I. Johnson. GPU Acceleration of Particle Advection Workloads in a Parallel, Distributed Memory Setting. In Proc. Eurographics Symposium on Parallel Graphics and Visualization (EGPGV), pp. 1–8, Girona,Spain, May 2013
  • I. Pirlepov, H. Obermaier, E. Deines, C. Garth, K. I. Joy. Cubic Gradient-Based Material Interfaces. IEEE Transactions on Visualization and Computer Graphics 19(10):1687–1699, Oct. 2013.

Más información AQÚI  

 Kathrin Häb

Institución: TU-Kaiserslautern

Hoja de vida

Research Interests

  • Geospatial visualization, 
  • visual analytics, 
  • spatiotemporal data sets, 
  • visualization of geospatial trajectory data, 
  • visualization in environmental sciences, 
  • urban climatology / urban microclimate, 
  • mobile transect measurements

Publications

2016

  • Kathrin Häb, Ariane Middel, Benjamin L. Ruddell and Hans Hagen A Data-Driven Approach to Categorize Climatic Microenvironments. In: Karsten Rink, Ariane Middel and Dirk Zeckzer (Eds.): Workshop on Visualization in Environmental Sciences (EnvirVis), Groningen, Netherlands 2016, doi: 10.2312/envirvis.20161105.

2015

  • Kathrin Häb, Ariane Middel, Benjamin L. Ruddell, Hans Hagen TraVis - A visualization framework for mobile transect data sets in an urban microclimate context. IEEE Pacific Visualization Symposium (PacificVis) 2015, pp. 167-174, doi: 10.1109/PACIFICVIS.2015.7156374.
  • Kathrin Häb, Ariane Middel, Benjamin L. Ruddell, Hans Hagen Spatial Aggregation of Mobile Transect Measurements for the Identification of Climatic Microenvironments. In A. Middel, K. Rink, G. H. Weber (eds.): Workshop on Visualization in Environmental Sciences (EnvirVis), pp. 19-23, 2015, doi: 10.2312/envirvis.20151086.
  • Kathrin Häb, Benjamin L. Ruddell, Ariane Middel Sensor Lag Correction for Mobile Urban Microclimate Measurements. Urban Climate 14(4): 106-119. doi: 10.1016/j.uclim.2015.10.003 

2014

  • Kathrin Häb, Stephanie Schweitzer, Diana Fernández Prieto, Eva Hagen, Daniel Engel, Michael Böttinger, Inga Scheler, Visualization of Building Performance Simulation Results: State-of-the-Art and Future Directions. IEEE PacificVis Visualization Notes Short Paper Track, 2014. 
  • Kathrin Häb, Nils Feige, Lars Hüttenberger, Ariane Middel, Hans Hagen, Visualizing the Temporal Development of Thermo-Radiative Features on Ground-Based Thermographs. Environmental Earth Sciences 72 (10), pp. 3781-3793, 2014 
  • Ariane Middel, Kathrin Häb, Anthony J. Brazel, Chris Martin, Subhrajit Guhathakurta, Impact of urban form and design on mid-afternoon microclimate in Phoenix Local Climate Zones. Landscape and Urban Planning, Volume 122, February 2014, pp. 16-28, ISSN 0169-2046. 

2013

  • Kathrin Häb, Ariane Middel, Hans Hagen, Using K-Means Clustering for a Spatial Analysis of Multivariate and Time-Varying Microclimate Data. EuroVis Workshop on Visualisation in Environmental Sciences (EnvirVis), Leipzig (2013)" 

2012

  • Ariane Middel, Kathrin Häb, Anthony J. Brazel, Chris Martin, Subhrajit Guhathakurta, Urban form, landscape design, and microclimate in Phoenix, Arizona. Proceedings ICUC8 – 8th International Conference on Urban Climates, 6th-10th August, 2012, UCD, Dublin Ireland."

 

 M.Eng Diana Fernández-Prieto

Institución: TU-Kaiserslautern

Hoja de vida

Research Interests

  • Geographical visualization
  • Social Networks Analysis
  • Feature-based visualization
  • Domain Specific Languages
  • Human Computer Interaction

Publications

2015

  • Fernandez-Prieto, D., Hagen, E., Engel, D., Bayer, D., Hernandez, J. H., Garth, C., and Scheler, I. Visual Exploration of Location-Based Social Networks Data in Urban Planning. In: IEEE PacificVis Visualization Notes Short Paper Track, 2015.

2014

  • Kathrin Häb, Stephanie Schweitzer, Diana Fernández Prieto, Eva Hagen, Daniel Engel, Michael Böttinger, Inga Scheler, Visualization of Building Performance Simulation Results: State-of-the-Art and Future Directions. IEEE PacificVis Visualization Notes Short Paper Track, 2014.  
  • Diana Fernández Prieto, Dirk Zeckzer, José Tiberio Hernandez, UCIV 4 Planning: A User-Centered Approach for the Design of Interactive Visualizations to Support Urban and Regional Planning. IADIS International Journal on Computer Science and Information Systems, Vol. 8, No. 2, pp. 27-39, 2014.  
  • Diana Fernández Prieto, J.A. Triana, J.C. Ibarra, I.C. Arteaga, J.T. Hernández, Hans Hagen, Radial Visualization for Geo-spatial Categorical Data. Poster Abstracts IEEE VIS 2014.  

2013

  • Diana Fernández Prieto, Dirk Zeckzer, José Tiberio Hernández, UCIV 4 Planning: A User-Centered Approach for the Design of Interactive Visualizations to Support Urban and Regional Planning, IADIS CGVCVIP 2013, Prague, Czech Republic, pp. 81-90, 2013.
  • Diana Fernandez, Dirk Zeckzer, Jose Tiberio Hernandez, Using User-Centered Techniques for the Design and Evaluation of Interactive Visualizations to Support Urban and Regional Planning: Case Study Bogota 21, 2nd EuroVis Workshop on Reproducibility, Verification, and Validation in Visualization, pp. 11-15, Leipzig, Germany, 2013.  Ireland." 

 PhD. José Tiberio Hernández

Institución: Universidad de los Andes

Hoja de vida

   Ph.D. en Informática, ENSTA-Paris VI, Francia

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