@article{UBHD-69281670, author={Ackerschott, Jona and Barman, Rahool Kumar and Gonçalves, Dorival and Heimel, Theo and Plehn, Tilman}, title={Returning CP-observables to the frames they belong}, year={2024}, pages={1-26}, language={eng}, issn={2542-4653}, volume={17}, note={Gesehen am 09.12.2024}, journal={SciPost physics}, doi={10.21468/SciPostPhys.17.1.001}, } @article{UBHD-68785042, author={Bieringer, Sebastian and Butter, Anja and Heimel, Theo and K{\"o}the, Ullrich and Plehn, Tilman and Radev, Stefan}, title={Measuring QCD splittings with invertible networks}, year={2021}, pages={1-22}, language={eng}, issn={2542-4653}, volume={10}, note={Gesehen am 30.09.2021}, journal={SciPost physics}, doi={10.21468/SciPostPhys.10.6.126}, } @article{UBHD-69112835, author={Butter, Anja and Heimel, Theo and Hummerich, Sander and Krebs, Tobias and Plehn, Tilman and Rousselot, Armand and Vent, Sophia}, title={Generative networks for precision enthusiasts}, year={2023}, pages={1-26}, language={eng}, issn={2542-4653}, volume={14}, note={Gesehen am 15.08.2023}, journal={SciPost physics}, doi={10.21468/SciPostPhys.14.4.078}, } @incollection{UBHD-68935690, author={Butter, Anja and Heimel, Theo and Hummerich, Sander and Krebs, Tobias and Plehn, Tilman and Rousselot, Armand and Vent, Sophia}, title={Generative networks for precision enthusiasts}, year={2021}, pages={1-27}, language={eng}, note={Gesehen am 15.09.2022}, booktitle={Arxiv}, doi={10.48550/arXiv.2110.13632}, } @incollection{UBHD-68935680, author={Butter, Anja and Plehn, Tilman and Schumann, Steffen and Badger, Simon and Caron, Sascha and Cranmer, Kyle and Di Bello, Francesco Armando and Dreyer, Etienne and Forte, Stefano and Ganguly, Sanmay and Gonçalves, Dorival and Gross, Eilam and Heimel, Theo and Heinrich, Gudrun and Heinrich, Lukas and Held, Alexander and H{\"o}che, Stefan and Howard, Jessica N. and Ilten, Philip and Isaacson, Joshua and Janßen, Timo and Jones, Stephen and Kado, Marumi and Kagan, Michael and Kasieczka, Gregor and Kling, Felix and Kraml, Sabine and Krause, Claudius and Krauss, Frank and Kr{\"o}ninger, Kevin and Barman, Rahool Kumar and Luchmann, Michel and Magerya, Vitaly and Maitre, Daniel and Malaescu, Bogdan and Maltoni, Fabio and Martini, Till and Mattelaer, Olivier and Nachman, Benjamin and Pitz, Sebastian and Rojo, Juan and Schwartz, Matthew and Shih, David and Siegert, Frank and Stegeman, Roy and Stienen, Bob and Thaler, Jesse and Verheyen, Rob and Whiteson, Daniel and Winterhalder, Ramon and Zupan, Jure}, title={Machine learning and LHC event generation}, year={2022}, pages={1-34}, language={eng}, note={Gesehen am 15.09.2022}, booktitle={Arxiv}, doi={10.48550/arXiv.2203.07460}, } @article{UBHD-69117490, author={Butter, Anja and Plehn, Tilman and Schumann, Steffen and Badger, Simon and Caron, Sascha and Cranmer, Kyle and Di Bello, Francesco Armando and Dreyer, Etienne and Forte, Stefano and Ganguly, Sanmay and Gonçalves, Dorival and Gross, Eilam and Heimel, Theo and Heinrich, Gudrun and Heinrich, Lukas and Held, Alexander and H{\"o}che, Stefan and Howard, Jessica N. and Ilten, Philip and Isaacson, Joshua and Janßen, Timo and Jones, Stephen and Kado, Marumi and Kagan, Michael and Kasieczka, Gregor and Kling, Felix and Kraml, Sabine and Krause, Claudius and Krauss, Frank and Kr{\"o}ninger, Kevin and Barman, Rahool Kumar and Luchmann, Michel and Magerya, Vitaly and Maitre, Daniel and Malaescu, Bogdan and Maltoni, Fabio and Martini, Till and Mattelaer, Olivier and Nachman, Benjamin and Pitz, Sebastian and Rojo, Juan and Schwartz, Matthew and Shih, David and Siegert, Frank and Stegeman, Roy and Stienen, Bob and Thaler, Jesse and Verheyen, Rob and Whiteson, Daniel and Winterhalder, Ramon and Zupan, Jure}, title={Machine learning and LHC event generation}, year={2023}, pages={1-32}, language={eng}, issn={2542-4653}, volume={14}, note={Gesehen am 30.08.2023}, journal={SciPost physics}, doi={10.21468/SciPostPhys.14.4.079}, } @article{UBHD-69147222, author={Butter, Anja and Heimel, Theo and Martini, Till and Peitzsch, Sascha and Plehn, Tilman}, title={Two invertible networks for the matrix element method}, year={2023}, pages={1-24}, language={eng}, issn={2542-4653}, volume={15}, note={Ver{\"o}ffentlicht: 14. September 2023 ; Gesehen am 28.11.2023}, journal={SciPost physics}, doi={10.21468/SciPostPhys.15.3.094}, } @article{UBHD-69220683, author={Das, Ranit and Favaro, Luigi and Heimel, Theo and Krause, Claudius and Plehn, Tilman and Shih, David}, title={How to understand limitations of generative networks}, year={2024}, pages={1-32}, language={eng}, issn={2542-4653}, volume={16}, note={Ver{\"o}ffentlicht: 25. Januar 2024 ; Gesehen am 05.06.2024}, journal={SciPost physics}, doi={10.21468/SciPostPhys.16.1.031}, } @book{UBHD-69215450, author={Heimel, Theo}, title={The flow of LHC events}, subtitle={generative models for LHC simulations and inference}, address={Heidelberg}, year={2024}, pages={1 Online-Ressource (v, 147 Seiten)}, language={eng}, school={Dissertation, Heidelberg University, 2024}, doi={10.11588/heidok.00034758}, url={http://nbn-resolving.de/urn:nbn:de:bsz:16-heidok-347582}, library={UB}, } @book{UBHD-69224199, author={Heimel, Theo}, organization={Universit{\"a}t Heidelberg}, title={The flow of LHC events}, subtitle={generative models for LHC simulations and inference}, address={Heidelberg}, year={2024}, pages={v, 147 Seiten}, language={eng}, school={Dissertation, Heidelberg University, 2024}, library={UB [Signatur: 2024 U 509]}, } @article{UBHD-69192782, author={Heimel, Theo and Winterhalder, Ramon and Butter, Anja and Isaacson, Joshua and Krause, Claudius and Maltoni, Fabio and Mattelaer, Olivier and Plehn, Tilman}, title={MadNIS - Neural multi-channel importance sampling}, year={2023}, pages={1-32}, language={eng}, issn={2542-4653}, volume={15}, note={Gesehen am 18.03.2024}, journal={SciPost physics}, doi={10.21468/SciPostPhys.15.4.141}, } @article{UBHD-69287435, author={Heimel, Theo and H{\"u}tsch, Nathan and Maltoni, Fabio and Mattelaer, Olivier and Plehn, Tilman and Winterhalder, Ramon}, title={The MadNIS reloaded}, year={2024}, pages={1-23}, language={eng}, issn={2542-4653}, volume={17}, note={Gesehen am 07.01.2025}, journal={SciPost physics}, doi={10.21468/SciPostPhys.17.1.023}, } @article{UBHD-69359437, author={Heimel, Theo and H{\"u}tsch, Nathan and Winterhalder, Ramon and Plehn, Tilman and Butter, Anja}, title={Precision-machine learning for the matrix element method}, year={2024}, pages={1-33}, language={eng}, issn={2542-4653}, volume={17}, note={Online ver{\"o}ffentlicht: 8. November 2024 ; Gesehen am 25.06.2025}, journal={SciPost physics}, doi={10.21468/SciPostPhys.17.5.129}, } @incollection{UBHD-68342389, author={Heimel, Theo and Plehn, Tilman and Thompson, Jennifer M.}, title={QCD or what?}, year={2019}, pages={20 S.}, language={eng}, note={Gesehen am 11.09.2020}, booktitle={Arxiv}, }