@incollection{UBHD-69281957, author={Attanasio, Felipe and Bauer, Marc and Kades, Lukas and Pawlowski, Jan M.}, title={Searching for Yang-Lee zeros in O(N) models}, year={2022}, pages={1-8}, language={eng}, booktitle={The 38th International Symposium on Lattice Field Theory}, doi={10.22323/1.396.0223}, } @incollection{UBHD-68925889, author={Attanasio, Felipe and Bauer, Marc and Kades, Lukas and Pawlowski, Jan M.}, title={Searching for Yang-Lee zeros in O(N) models}, year={2021}, pages={1-8}, language={eng}, note={Gesehen am 02.06.2022}, booktitle={Arxiv}, doi={10.48550/arXiv.2111.12645}, } @article{UBHD-68591329, author={Bl{\"u}cher, Stefan and Kades, Lukas and Pawlowski, Jan M. and Strodthoff, Nils and Urban, Julian M.}, title={Towards novel insights in lattice field theory with explainable machine learning}, year={2020}, language={eng}, issn={2470-0029}, volume={101(2020}, note={Gesehen am 26.06.2020}, journal={Physical review}, doi={10.1103/PhysRevD.101.094507}, } @article{UBHD-68941091, author={Czischek, Stefanie and Baumbach, Andreas and Billaudelle, Sebastian and Cramer, Benjamin and Kades, Lukas and Pawlowski, Jan M. and Oberthaler, Markus K. and Schemmel, Johannes and Petrovici, Mihai A. and Gasenzer, Thomas and G{\"a}rttner, Martin}, title={Spiking neuromorphic chip learns entangled quantum states}, year={2022}, pages={1-20}, language={eng}, issn={2542-4653}, volume={12}, note={Gesehen am 13.07.2022}, journal={SciPost physics}, doi={10.21468/SciPostPhys.12.1.039}, } @book{UBHD-68871872, author={Kades, Lukas}, organization={Universit{\"a}t Heidelberg}, title={Deep learning and neuromorphic computing in quantum chromodynamics and beyond}, address={Heidelberg}, year={2021}, pages={iv, 226 Seiten}, language={eng}, school={Dissertation, Ruperto-Carola University of Heidelberg, 2021}, keywords={Wissenschaftliches Rechnen / Maschinelles Lernen / Statistische Physik / Quantenchromodynamik}, library={UB [Signatur: 2022 U 141]}, } @book{UBHD-68805950, author={Kades, Lukas}, title={Deep learning and neuromorphic computing in quantum chromodynamics and beyond}, address={Heidelberg}, year={2021}, pages={1 Online-Ressource (238 Seiten)}, language={eng}, school={Dissertation, Ruperto-Carola University of Heidelberg, 2021}, doi={10.11588/heidok.00030802}, keywords={Wissenschaftliches Rechnen / Maschinelles Lernen / Statistische Physik / Quantenchromodynamik}, url={https://nbn-resolving.org/urn:nbn:de:bsz:16-heidok-308024}, library={UB}, } @incollection{UBHD-68359269, author={Kades, Lukas and Pawlowski, Jan M.}, title={The discrete Langevin machine}, subtitle={bridging the gap between thermodynamic and neuromorphic systems}, year={2019}, pages={23 S.}, language={eng}, note={Gesehen am 11.09.2020}, booktitle={De.arxiv.org}, } @article{UBHD-68924907, author={Kades, Lukas and G{\"a}rttner, Martin and Gasenzer, Thomas and Pawlowski, Jan M.}, title={Monte Carlo sampling of complex actions in extended state spaces}, year={2022}, pages={1-26}, language={eng}, issn={2470-0053}, volume={105}, note={Gesehen am 01.06.2022}, journal={Physical review}, doi={10.1103/PhysRevE.105.045315}, } @article{UBHD-68745118, author={Kades, Lukas and Pawlowski, Jan M. and Rothkopf, Alexander and Scherzer, Manuel and Urban, Julian M. and Wetzel, Sebastian and Wink, Nicolas and Ziegler, Felix P. G.}, title={Spectral reconstruction with deep neural networks}, year={2020}, pages={1-19}, language={eng}, issn={2470-0029}, volume={102}, note={Gesehen am 07.06.2021}, journal={Physical review}, doi={10.1103/PhysRevD.102.096001}, } @incollection{UBHD-68925892, author={Kades, Lukas and G{\"a}rttner, Martin and Gasenzer, Thomas and Pawlowski, Jan M.}, title={Towards sampling complex actions}, year={2021}, pages={1-29}, language={eng}, note={Gesehen am 27.09.2022}, booktitle={De.arxiv.org}, doi={10.48550/arXiv.2106.09367}, }