This section gives an overview on all acadmic publications, keynotes, talks and posters related to the DEEP projects.



S. Krieg, T. Luu, J. Ostmeyer, P.  Papaphilippou, C. Urbach
Accelerating Hybrid Monte Carlo simulations of the Hubbard model on the hexagonal lattice
Article in Journal "Computer physics communications", 2019, Netherlands

N. Eicker
I/O and Scheduling aspects in DEEP-EST
Presentation at the Workshop: Exascale I/O for Unstructured Grids (EIUG), September 25 -26 2017, at DKRZ in Hamburg, Germany  

H. Neukirchen
Software Engineering Challenges of the H2020 DEEP-EST Modular Supercomputing Architecture
Presentation at Computing Science Colloquium at University of Göttingen

E. Erlingsson, G. Cavallaro, M. Riedel, H. Neukirchen
Scaling DBSCAN towards exascale computing for clustering of big data sets
European Geosciences Union (EGU) General Assembly 2018, April 8-13, 2018, Vienna, Austria 

E. Erlingsson
Enhancing Deep Learning towards Exascale with the DEEP-EST Modular Supercomputer Architecture
Poster and lightning talk at the 5th Exascale Applications and Software Conference (EASC 2018), 17-19 April, 2018, Edinburgh, Scotland 

E. Erlingsson, G. Cavallaro, A. Galonska, M. Riedel, H. Neukirchen
Modular Supercomputing Design supporting Machine Learning Applications
Talk and full paper at the 41st International
Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO 2018), May 21-25, 2018, Opatija/Abbazia, Croatia

E. Erlingsson, G. Cavallaro, M. Riedel, H. Neukirchen
Scaling Support Vector Machines Towards Exascale Computing for Classification of Large-Scale High-Resolution Remote Sensing Images
Talk and short paper at IEEE International Geoscience and Remote Sensing Symposium (IGARSS), July 23-27 2018, Valencia, Spain

J. Lange, G. Cavallaro, M. Götz, E. Erlingsson, M. Riedel
The influence of sampling methods on pixel-wise hyperspectral image classificat ion with 3D convolutional
Talk and short paper at IEEE International Geoscience and Remote Sensing Symposium (IGARSS), July 23-27 2018, Valencia, Spain

M. Götz, M. Book, Ch. Bodenstein, M. Riedel
Supporting Software Engineering Practices in the Development of Data-Intensive HPC Applications with the JuML Framework
Publication in Conference proceedings of the 1st International Workshop on Software Engineering for High Performance Computing in Computational and Data-enabled Science & Engineering  - SE-CoDeSE'17, 2017, New York

M. Book, M. Riedel, H. Neukirchen, M. Götz
Facilitating Collaboration in High Performance Computing Projects with an Interaction Room
 in Conference proceedings of the 4th ACM SIGPLAN International Workshop on Software Engineering for Parallel Systems, 2017, New york

V. Khristenko
HEP Data Processing with Apache Spark
Presentation at the CERN Hadoop User Forum

E. Suarez
The DEEP/-ER architecture: a modular approach to extreme-scale computing
Presentation at E-CAM Workshop, Barcelona, Spain

J. Romein
Can FPGAs compete with GPUs?
Talk at GTC conference, March 2018, San Jose.

E. Suarez
Modular Supercomputing: An overview of computing architecture evolution at JSC
Presentation at the 9th Bethe Center Workshop, October 2017, Bonn, Germany

E. Suarez
DEEP & DEEP-ER: From Ideal to Production
Talk at the Intel Community Hub at ISC2017, June 19, 2017, Frankfurt, Germany

G. Lapenta
Exactly energy conserving semi-implicit particle in cell formulation 
Peer-reviewed publication in 'Journal of Computational Physics' Volume 334, 1 April 2017, Pages 349–366

J. Amaya
Global fully kinetic models of planetary magnetospheres with iPic3D 
Presentation at the AGU Fall Meeting, December 15, 2016, San Francisco, USA

E. Suarez
Modular Supercomputing: the DEEP approach to hardware heterogeneity
Keynote presentation at ISUM 2017, March 2, 2017, Guadalajara, Mexico

Frings, W.
HPC-Tools JUBE, LLview and SIONlib at JSC 
Presentation at the JLESC Workshop, December 1, 2016, Kobe, Japan

Frings, W.
The DEEP-ER take on exascale I/O
Presentation at the Exascale I/O Workshop by NextGenIO project at SC16, November 18, 2016, Salt Lake City (UT), USA

Eicker, N.
Modular Supercomputing 
Presentation at the Intel Community Hub at SC16 conference, November 17, 2016, Salt Lake City (UT), USA

Eicker, N.
ParaStation MPI at MPICH: A High-Performance Open-Source MPI Implementation BoF 
Presentation at the SC16 conference, November 15, 2016, Salt Lake City (UT), USA

Schmidt, J.
Doctoral Showcase: Network Attached Memory 
Doctoral Showcase (presentation + poster) at the SC16 conference, November 14-18, 2016, Salt Lake City (UT), USA
The poster is accessible here

Schmidt, J.
Exploring Time and Energy for Complex Accesses to a Hybrid Memory Cube 
Paper presentation at the Memsys 2016 conference, October 03-06, 2016, Washington D.C., USA
The full paper is accessible here

Congiu, G.
Improving Collective I/O Performance Using NVM Devices 
Paper presentation at the IEEE Cluster 2016 conference, September 13-15, 2016, Teipei, Teiwan
The full paper is accessible here