http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Herten, A. (Corresponding author)FZJ* ; Achilles, S.FZJ* ; Alvarez, D.FZJ* ; Badwaik, J.FZJ* ; Behle, E.FZJ* ; Bode, M.FZJ* ; Breuer, T.FZJ* ; Caviedes Voullieme, D.FZJ* ; Cherti, M.FZJ* ; Dabah, A.FZJ* ; El Sayed Mohamed, S.FZJ* ; Frings, W.FZJ* ; Gonzalez-Nicolas, A.FZJ* ; Gregory, E. B.FZJ* ; Haghighi Mood, K.FZJ* ; Hater, T.FZJ* ; Jitsev, J.FZJ* ; John, C. M.FZJ* ; Meinke, J. H.FZJ* ; Meyer, C. I.FZJ* ; Mezentsev, P.FZJ* ; Mirus, J.-O.FZJ* ; Nassyr, S.FZJ* ; Penke, C.FZJ* ; Römmer, M.FZJ* ; Sinha, U.FZJ* ; Vieth, B. v. S.FZJ* ; Stein, O.FZJ* ; Suarez, E.FZJ* ; Willsch, D.FZJ* ; Zhukov, I.FZJ*
Application-Driven Exascale: The JUPITER Benchmark Suite
2024International Conference for High Performance Computing, Networking, Storage, and Analysis, SC24, Atlanta, GAAtlanta, GA, USA, 18 Nov 2024 - 22 Nov 20242024-11-182024-11-22 Los Alamitos, CA, USA : IEEE Computer Society 468-512 (2024) [10.1109/SC41406.2024.00038]2024   Files  Fulltext Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Colliard-Granero, A. (Corresponding author)FZJ* ; Jitsev, J.FZJ* ; Eikerling, M. H.FZJ* ; Malek, K.FZJ* ; Eslamibidgoli, M. J.FZJ*
UTILE-Gen: Automated Image Analysis in Nanoscience Using Synthetic Dataset Generator and Deep Learning
ACS nanoscience Au 3, 398–407 (2023) [10.1021/acsnanoscienceau.3c00020]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book Schuhmann, C. (Corresponding author) ; Beaumont, R. (Corresponding author) ; Vencu, R. (Corresponding author) ; Gordon, C. (Corresponding author) ; Wightman, R. (Corresponding author) ; Cherti, M. (Corresponding author)FZJ* ; Coombes, T. ; Katta, A. ; Mullis, C. ; Wortsman, M. ; Schramowsk, P. ; Kundurthy, S. ; Crowson, K. ; Schmidt, L. ; Kaczmarczyk, R. ; Jitsev, J.FZJ*
LAION-5B: An open large-scale dataset for training next generation image-text models
20229781713871088, NeurIPS 2022, New Orleans, LouisianaNew Orleans, Louisiana, USA, 28 Nov 2022 - 9 Dec 20222022-11-282022-12-09 Red Hook, NY : Curran Associates, Inc., Advances in neural information processing systems 35, 25278 - 25294 (2022) [10.34734/FZJ-2024-00372]2022   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Clavijo, J. M. (Corresponding author)DESY* ; Glaysher, P. ; Jitsev, J.FZJ* ; Katzy, J. M. (Corresponding author)DESY*
Adversarial domain adaptation to reduce sample bias of a high energy physics event classifier
Machine learning: science and technology 3(1), 015014 (2022) [10.1088/2632-2153/ac3dde]2022   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Colliard-Granero, A.FZJ* ; Batool, M. ; Jankovic, J. ; Jitsev, J.FZJ* ; Eikerling, M. H.FZJ* ; Malek, K. (Corresponding author)FZJ* ; Eslamibidgoli, M. J. (Corresponding author)FZJ*
Deep learning for the automation of particle analysis in catalyst layers for polymer electrolyte fuel cells
Nanoscale 14(1), 10 - 18 (2022) [10.1039/D1NR06435E]2022   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Schuhmann, C. ; Vencu, R. ; Beaumont, R. ; Kaczmarczyk, R. ; Mullis, C. ; Katta, A. ; Coombes, T. ; Jitsev, J.FZJ* ; Komatsuzaki, A.
LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs
2021NeurIPS Workshop Datacentric AI, DCAI2021, onlineonline, online, 14 Dec 2021 - 14 Dec 20212021-12-142021-12-14 5 p. (2021)2021   Files  Fulltext Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Effenberger, F. (Corresponding author) ; Vasile, R. ; Cherti, M.FZJ* ; Kesselheim, S.FZJ* ; Jitsev, J.FZJ*
Generative Adversarial Deep Learning with Solar Images
2021AGU Fall Meeting, AGU, New OrleansNew Orleans, USA, 13 Dec 2021 - 17 Dec 20212021-12-132021-12-17 1 pp. (2021)2021 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Brenzke, M. (Corresponding author)FZJ* ; Wiesen, S.FZJ* ; Bernert, M. ; Coster, D. ; Jitsev, J.FZJ* ; Liang, Y.FZJ* ; von Toussaint, U. ; ASDEX Upgrade Team ; EUROfusion MST1 Team
Divertor power load predictions based on machine learning
Nuclear fusion 61(4), 046023 - (2021) [10.1088/1741-4326/abdb94]2021   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Cherti, M. (Corresponding author)FZJ* ; Jitsev, J. (Corresponding author)FZJ*
Effect of Pre-Training Scale on Intra- and Inter-Domain Full and Few-Shot Transfer Learning for Natural and Medical X-Ray Chest Images
2021Medical Imaging Meets NeurIPS (MedNeurIPS), Sydney / onlineSydney / online, Australia, 6 Dec 2021 - 14 Dec 20212021-12-062021-12-14 1-6 (2021)2021   Files  Fulltext Fulltext by OpenAccess repository Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Colliard-Granero, A. ; Batool, M. ; Jankovic, J. ; Jitsev, J.FZJ* ; Eikerling, M. H.FZJ* ; Malek, K. (Corresponding author)FZJ* ; Eslamibidgoli, M. J. (Corresponding author)FZJ*
Back cover
Nanoscale 14(1), 206 - 206 (2021) [10.1039/D2NR90005J]2021   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book Kesselheim, S. (Corresponding author)FZJ* ; Herten, A.FZJ* ; Krajsek, K.FZJ* ; Ebert, J.FZJ* ; Jitsev, J.FZJ* ; Cherti, M.FZJ* ; Langguth, M.FZJ* ; Gong, B.FZJ* ; Stadtler, S.FZJ* ; Mozaffari, A.FZJ* ; Cavallaro, G.FZJ* ; Sedona, R.FZJ* ; Schug, A.FZJ* ; Strube, A.FZJ* ; Kamath, R.FZJ* ; Schultz, M. G.FZJ* ; Riedel, M.FZJ* ; Lippert, T.FZJ*
JUWELS Booster – A Supercomputer for Large-Scale AI Research
2021High Performance Computing / Jagode, Heike (Editor)
ISC High Performance 2021, ISC21, DigitalDigital, Germany, 24 Jun 2021 - 2 Jul 20212021-06-242021-07-02 Lecture Notes in Computer Science 12761, 453 - 468 (2021) [10.1007/978-3-030-90539-2_31]2021   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Eslamibidgoli, M. J. (Corresponding author)FZJ* ; Tipp, F.FZJ* ; Jitsev, J.FZJ* ; Jankovic, J. ; Eikerling, M. H.FZJ* ; Malek, K.FZJ*
Convolutional neural networks for high throughput screening of catalyst layer inks for polymer electrolyte fuel cells
RSC Advances 11(51), 32126 - 32134 (2021) [10.1039/D1RA05324H]2021   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Bode, M. (Corresponding author)FZJ* ; Gauding, M. ; Lian, Z. ; Denker, D. ; Davidovic, M. ; Kleinheinz, K. ; Jitsev, J.FZJ* ; Pitsch, H.
Using physics-informed enhanced super-resolution generative adversarial networks for subfilter modeling in turbulent reactive flows
Proceedings of the Combustion Institute 38(2), 2617 - 2625 (2021) [10.1016/j.proci.2020.06.022]2021   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Zhang, R.FZJ* ; Cavallaro, G. (Corresponding author)FZJ* ; Jitsev, J.FZJ*
Super-Resolution of Large Volumes of Sentinel-2 Images with High Performance Distributed Deep Learning
20202020 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2020, Online eventOnline event, Hawaii, 26 Sep 2020 - 2 Oct 20202020-09-262020-10-02 617 - 620 (2020) [10.1109/IGARSS39084.2020.9323734]2020   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Sedona, R. (Corresponding author)FZJ* ; Cavallaro, G.FZJ* ; Jitsev, J.FZJ* ; Strube, A.FZJ* ; Riedel, M.FZJ* ; Book, M.
Scaling Up a Multispectral Resnet-50 to 128 GPUs
20202020 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2020, Online eventOnline event, Hawaii, 26 Sep 2020 - 2 Oct 20202020-09-262020-10-02 IEEE 1058 - 1061 (2020) [10.1109/IGARSS39084.2020.9324237]2020   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book Pleines, M. (Corresponding author) ; Jitsev, J. (Corresponding author)FZJ* ; Preuss, M. ; Zimmer, F.
Obstacle Tower Without Human Demonstrations: How Far a Deep Feed-Forward Network Goes with Reinforcement Learning
20202020 IEEE Conference on Games (CoG) : [Proceedings] - IEEE, 2020
2020 IEEE Conference on Games (CoG), OsakaOsaka, Japan, 24 Aug 2020 - 27 Aug 20202020-08-242020-08-27 IEEE 447 - 454 (2020) [10.1109/CoG47356.2020.9231802]2020   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book Rüttgers, M. (Corresponding author)FZJ* ; Koh, S.-R.FZJ* ; Jitsev, J.FZJ* ; Schröder, W.RWTH* ; Lintermann, A.FZJ*
Prediction of Acoustic Fields Using a Lattice-Boltzmann Method and Deep Learning
2020High Performance Computing. ISC High Performance 2020. Lecture Notes in Computer Science
ISC High Performance 2020, ISC 2020, FrankfurtFrankfurt, Germany, 22 Jun 2020 - 25 Jun 20202020-06-222020-06-25 Cham : Springer, Lecture Notes in Computer Science 12321, 81-101 (2020) [10.1007/978-3-030-59851-8_6]2020   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book Bode, M.RWTH* ; Denker, D.RWTH* ; Jitsev, J. (Corresponding author)FZJ* ; Pitsch, H.RWTH*
Sub-Grid Scale Modelling at Scale with Deep Learning and up to 60 Billion Degrees of Freedom
2020NIC Symposium 2020
NIC Symposium 2020, JülichJülich, Germany, 27 Feb 2020 - 28 Feb 20202020-02-272020-02-28 Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Publication Series of the John von Neumann Institute for Computing (NIC) NIC Series 50, 379 - 388 (2020)2020   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book Suarez, E. (Corresponding author)FZJ* ; Frings, W.FZJ* ; Attig, N.FZJ* ; Achilles, S.RWTH* ; De Amicis, J.FZJ* ; Eickermann, T.FZJ* ; Gregory, E.FZJ* ; Hagemeier, B.FZJ* ; Herten, A.FZJ* ; Jitsev, J.FZJ* ; Krause, D.FZJ* ; Di Napoli, E.FZJ* ; Meinke, J.FZJ* ; Michielsen, K.FZJ* ; Mohr, B.FZJ* ; Pleiter, D.FZJ* ; Strube, A.FZJ* ; Lippert, T.FZJ*
Developing Exascale Computing at JSC
2020NIC Symposium 2020
NIC Symposium 2020, JülichJülich, Deutschland, 27 Feb 2020 - 28 Feb 20202020-02-272020-02-28 Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Publication Series of the John von Neumann Institute for Computing (NIC) NIC Series 50, 1 - 19 (2020)2020   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Sedona, R. (Corresponding author)FZJ* ; Cavallaro, G.FZJ* ; Jitsev, J.FZJ* ; Strube, A.FZJ* ; Riedel, M.FZJ* ; Benediktsson, J. A.
Remote Sensing Big Data Classification with High Performance Distributed Deep Learning
Remote sensing 11(24), 3056 - (2019) [10.3390/rs11243056]2019   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book Bode, M. ; Gauding, M. (Corresponding author) ; Göbbert, J. H.FZJ* ; Liao, B. ; Jitsev, J.FZJ* ; Pitsch, H.
Towards Prediction of Turbulent Flows at High Reynolds Numbers Using High Performance Computing Data and Deep Learning
2018High Performance Computing
International Conference on High Performance Computing, FrankfurtFrankfurt, Germany, 24 Jun 2018 - 28 Jun 20182018-06-242018-06-28 Cham : Springer International Publishing, Lecture Notes in Computer Science 11203, 614 - 623 (2018) [10.1007/978-3-030-02465-9_44] special issue: "ISC High Performance 2018 International Workshops"2018 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Morita, K. (Corresponding author) ; Jitsev, J.FZJ* ; Morrison, A.FZJ*
Corticostriatal circuit mechanisms of value-based action selection: Implementation of reinforcement learning algorithms and beyond
Behavioural brain research 311, 110 - 121 (2016) [10.1016/j.bbr.2016.05.017]2016   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Jitsev, J. (Corresponding author)FZJ*
Self-generated off-line memory reprocessing in cortical microcircuits
20159th Internation Brain Research Organisation Conference (IBRO), Rio de JaneiroRio de Janeiro, Brasil, 7 Jul 2015 - 11 Jul 20152015-07-072015-07-11 34 pp. (2015)2015 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Journal Article Jitsev, J. (Corresponding Author)FZJ*
Fast rhythm cycles as atomic fragments of cortical processing and learning
201423rd Annual Computational Neuroscience Meeting, CNS 2014, QuebecQuebec, Canada, 24 Jul 2014 - 31 Jul 20142014-07-242014-07-31 BMC neuroscience 15(Suppl 1), P136 - (2014) [10.1186/1471-2202-15-S1-P136]2014   Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Jitsev, J. (Corresponding Author)FZJ*
Self-generated Off-line Memory Reprocessing Strongly Improves Generalization in a Hierarchical Recurrent Neural Network
201424th International Conference on Artificial Neural Networks, ICANN 2014, HamburgHamburg, Germany, 15 Sep 2014 - 19 Sep 20142014-09-152014-09-19 Cham : Springer International Publishing, Lecture Notes in Computer Science 8681, 659 - 666 (2014) [10.1007/978-3-319-11179-7_83]2014   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Jitsev, J. (Corresponding author)FZJ* ; Abraham, N. ; Tittgemeyer, M. ; Morrison, A.FZJ*
Functional role of opponent, dopamine modulated D1/D2 plasticity in prediction error-driven reinforcement learning in the basal ganglia
2013Berstein Conference on Computational Neuroscience, TuebingenTuebingen, Germany, 24 Sep 2013 - 27 Sep 20132013-09-242013-09-27 G-Node 162 - 163 (2013) [10.12751/nncn.bc2013.0164]2013   Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article/Contribution to a conference proceedings Jitsev, J. (Corresponding author)FZJ* ; Abraham, N. ; Morrison, A.FZJ* ; Tittgemeyer, M.
Functional role of opponent, dopamine modulated D1/D2 plasticity in reinforcement learning
2013Twenty Second Annual Computational Neuroscience Meeting: CNS*2013, ParisParis, France, 13 Jul 2013 - 18 Jul 20132013-07-132013-07-18 BMC neuroscience 14(Suppl 1), P199 (2013) [10.1186/1471-2202-14-S1-P199]2013   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS