@article{DornRamirezKunzeetal., author = {Dorn, Sebastian and Ramirez, Erandy and Kunze, Kerstin E. and Hofmann, Stefan and Enßlin, Torsten A.}, title = {Generic Inference of Inflation Models by Non-Gaussianity and Primordial Power Spectrum Reconstruction}, series = {Journal of Cosmology and Astroparticle Physics (JCAP)}, volume = {2014}, journal = {Journal of Cosmology and Astroparticle Physics (JCAP)}, number = {2014,06}, publisher = {IOP Publishing}, issn = {1475-7516}, doi = {10.1088/1475-7516/2014/06/048}, language = {en} } @inproceedings{NeumeierDornBotschetal., author = {Neumeier, Marion and Dorn, Sebastian and Botsch, Michael and Utschick, Wolfgang}, title = {Reliable Trajectory Prediction and Uncertainty Quantification with Conditioned Diffusion Models}, series = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, publisher = {Computer Vision Foundation}, isbn = {979-8-3503-6547-4}, issn = {2160-7516}, doi = {10.1109/CVPRW63382.2024.00350}, pages = {3461 -- 3470}, language = {en} } @inproceedings{Dorn, author = {Dorn, Sebastian}, title = {Graph-Based Methods for Few-Body Systems [Pr{\"a}sentationsfolien]}, pages = {33}, language = {en} } @inproceedings{NeumeierTollkuehnDornetal., author = {Neumeier, Marion and Tollk{\"u}hn, Andreas and Dorn, Sebastian and Botsch, Michael and Utschick, Wolfgang}, title = {Optimization and Interpretability of Graph Attention Networks for Small Sparse Graph Structures in Automotive Applications}, series = {2023 IEEE Intelligent Vehicles Symposium (IV)}, booktitle = {2023 IEEE Intelligent Vehicles Symposium (IV)}, isbn = {979-8-3503-4691-6}, issn = {2642-7214}, doi = {10.1109/IV55152.2023.10186536}, pages = {8}, language = {en} } @unpublished{DornRamirezKunzeetal., author = {Dorn, Sebastian and Ramirez, Erandy and Kunze, Kerstin E. and Hofmann, Stefan and Enßlin, Torsten A.}, title = {Generic Inference of Inflation Models by Non-Gaussianity and Primordial Power Spectrum Reconstruction}, publisher = {arxiv.org}, doi = {10.48550/arXiv.1403.5067}, pages = {33}, language = {en} } @unpublished{JoppichDornDeCandidoetal., author = {Joppich, Philipp and Dorn, Sebastian and De Candido, Oliver and Utschick, Wolfgang and Knollm{\"u}ller, Jakob}, title = {Classification and Uncertainty Quantification of Corrupted Data Using Semi-Supervised Autoencoders}, number = {v1}, publisher = {arxiv.org}, doi = {10.48550/arXiv.2105.13393}, pages = {9}, language = {en} } @unpublished{NeumeierTollkuehnDornetal., author = {Neumeier, Marion and Tollk{\"u}hn, Andreas and Dorn, Sebastian and Botsch, Michael and Utschick, Wolfgang}, title = {Gradient Derivation for Learnable Parameters in Graph Attention Networks}, doi = {10.48550/arXiv.2304.10939}, pages = {7}, language = {en} } @unpublished{NeumeierDornBotschetal., author = {Neumeier, Marion and Dorn, Sebastian and Botsch, Michael and Utschick, Wolfgang}, title = {Reliable Trajectory Prediction and Uncertainty Quantification with Conditioned Diffusion Models}, doi = {10.48550/arXiv.2405.14384}, pages = {10}, language = {en} } @article{HutschenreuterDornJascheetal., author = {Hutschenreuter, Sebastian and Dorn, Sebastian and Jasche, Jens and Vazza, Franco and Paoletti, Daniela and Lavaux, Guilhem and Enßlin, Torsten A.}, title = {The Primordial Magnetic Field in our Cosmic Backyard}, series = {Classical and Quantum Gravity}, volume = {35}, journal = {Classical and Quantum Gravity}, number = {2018,15}, publisher = {IOP}, issn = {1361-6382}, doi = {10.1088/1361-6382/aacde0}, pages = {25}, language = {en} } @article{PorqueresEnsslinGreineretal., author = {Porqueres, Nat{\`a}lia and Enßlin, Torsten A. and Greiner, Maksim and B{\"o}hm, Vanessa and Dorn, Sebastian and Ruiz-Lapuente, Pilar and Manrique, Alberto}, title = {Cosmic Expansion History from SNe la Data via Information Field Theory: The Charm Code}, series = {Astronomy and Astrophysics}, volume = {599}, journal = {Astronomy and Astrophysics}, number = {2017,March}, publisher = {EDP Sciences}, issn = {0004-6361}, doi = {10.1051/0004-6361/201629527}, pages = {9}, language = {en} } @inproceedings{DornGreinerEnsslin, author = {Dorn, Sebastian and Greiner, Maksim and Enßlin, Torsten A.}, title = {All-Sky Reconstruction of the Primordial Scalar Potential \& Implications}, series = {Proceedings of the International Astronomical Union}, volume = {11}, booktitle = {Proceedings of the International Astronomical Union}, number = {2015,A29B}, publisher = {Cambridge University Press}, issn = {1743-9221}, doi = {10.1017/S1743921316004427}, pages = {49}, language = {en} } @article{DornEnsslinGreineretal., author = {Dorn, Sebastian and Enßlin, Torsten A. and Greiner, Maksim and Selig, Marco and Boehm, Vanessa}, title = {Signal Inference with Unknown Response: Calibration-Uncertainty Renormalized Estimator}, series = {Physical Review E}, volume = {91}, journal = {Physical Review E}, number = {2015,1}, publisher = {American Physical Society}, issn = {2470-0053}, doi = {10.1103/PhysRevE.91.013311}, language = {en} } @article{DornGreinerEnsslin, author = {Dorn, Sebastian and Greiner, Maksim and Enßlin, Torsten A.}, title = {All-Sky Reconstruction of the Primordial Scalar Potential from WMAP Temperature Data}, series = {Journal of Cosmology and Astroparticle Physics : JCAP}, volume = {2015}, journal = {Journal of Cosmology and Astroparticle Physics : JCAP}, number = {2015,2}, publisher = {IOP Publishing}, issn = {1475-7516}, doi = {10.1088/1475-7516/2015/02/041}, language = {en} } @phdthesis{Dorn, author = {Dorn, Sebastian}, title = {Bayesian Inference of Early-Universe Signals}, publisher = {LMU M{\"u}nchen}, address = {M{\"u}nchen}, doi = {10.5282/edoc.19131}, url = {http://nbn-resolving.de/urn:nbn:de:bvb:19-191317}, pages = {XVII, 110}, language = {en} } @article{DornEnsslin, author = {Dorn, Sebastian and Enßlin, Torsten A.}, title = {Stochastic Determination of Matrix Determinants}, series = {Physical Review E}, volume = {92}, journal = {Physical Review E}, number = {2015,1}, issn = {2470-0053}, doi = {10.1103/PhysRevE.92.013302}, language = {en} } @unpublished{ChughNeumeierDorn, author = {Chugh, Aanchal Rajesh and Neumeier, Marion and Dorn, Sebastian}, title = {X-TRACK: Physics-Aware xLSTM for Realistic Vehicle Trajectory Prediction}, doi = {10.48550/arXiv.2511.00266}, pages = {8}, language = {en} } @unpublished{PoolavaramMarkgrafDorn, author = {Poolavaram, Dheeraj and Markgraf, Carsten and Dorn, Sebastian}, title = {GENPACK: KPI-Guided Multi-Objective Genetic Algorithm for Industrial 3D Bin Packing}, doi = {10.48550/arXiv.2601.11325}, pages = {10}, language = {en} }