Publications

2026

1. J.-T. Sohns. Interactive Exploration of Model Predictions for Multivariate Data. PhD thesis, Rheinland-Pfälzische Technische Universität Kaiserslautern-Landau, 2026. 10.26204/KLUEDO/13068

   @phdthesis{https://doi.org/10.26204/kluedo/13068,
     doi = {10.26204/KLUEDO/13068},
     url = {https://kluedo.ub.rptu.de/13068},
     author = {Sohns, Jan-Tobias},
     keywords = {004 Informatik},
     language = {en},
     title = {Interactive Exploration of Model Predictions for Multivariate Data},
     publisher = {Rheinland-Pfälzische Technische Universität Kaiserslautern-Landau},
     year = {2026},
     copyright = {Creative Commons 4.0 - Namensnennung, nicht kommerziell, keine Bearbeitung (CC BY-NC-ND 4.0)}
   }
   

2025

1. D. Gond, J.-T. Sohns, H. Leitte, H. Hasse, and F. Jirasek. Hierarchical matrix completion for the prediction of properties of binary mixtures. Computers & Chemical Engineering, vol. 199, p. 109122, Aug. 2025. 10.1016/j.compchemeng.2025.109122

   @article{Gond_2025,
     title = {Hierarchical matrix completion for the prediction of properties of binary mixtures},
     volume = {199},
     issn = {0098-1354},
     url = {http://dx.doi.org/10.1016/j.compchemeng.2025.109122},
     doi = {10.1016/j.compchemeng.2025.109122},
     journal = {Computers & Chemical Engineering},
     publisher = {Elsevier BV},
     author = {Gond, Dominik and Sohns, Jan-Tobias and Leitte, Heike and Hasse, Hans and Jirasek, Fabian},
     year = {2025},
     month = aug,
     pages = {109122}
   }
   

2024

1. K. Iselborn, M. Allmann, J.-T. Sohns, and H. Leitte. Visual Anomaly Detection in Temporal Knowledge Graphs. In 2024 IEEE Visual Analytics Science and Technology VAST Challenge, Oct. 2024, pp. 21–23. 10.1109/vastchallenge64683.2024.00015

   @inproceedings{Iselborn_2024,
     title = {Visual Anomaly Detection in Temporal Knowledge Graphs},
     url = {http://dx.doi.org/10.1109/vastchallenge64683.2024.00015},
     doi = {10.1109/vastchallenge64683.2024.00015},
     booktitle = {2024 IEEE Visual Analytics Science and Technology VAST Challenge},
     publisher = {IEEE},
     author = {Iselborn, Kevin and Allmann, Magdalena and Sohns, Jan-Tobias and Leitte, Heike},
     year = {2024},
     month = oct,
     pages = {21–23}
   }
   

2. M. Poddar, J.-T. Sohns, and F. Beck. Not Just Alluvial: Towards a More Comprehensive Visual Analysis of Data Partition Sequences. Vision, Modeling, and Visualization, 2024. 10.2312/VMV.20241202

   @article{https://doi.org/10.2312/vmv.20241202,
     doi = {10.2312/VMV.20241202},
     url = {https://diglib.eg.org/handle/10.2312/vmv20241202},
     author = {Poddar, Madhav and Sohns, Jan-Tobias and Beck, Fabian},
     keywords = {CCS Concepts: Human-centered computing → Visual analytics; Information visualization, Human centered computing → Visual analytics, Information visualization},
     title = {Not Just Alluvial: Towards a More Comprehensive Visual Analysis of Data Partition Sequences},
     journal = {Vision, Modeling, and Visualization},
     publisher = {The Eurographics Association},
     year = {2024},
     copyright = {Creative Commons Attribution 4.0 International}
   }
   

3. J.-T. Sohns, D. Gond, F. Jirasek, H. Hasse, and H. Leitte. Visual Scalar Matrix Evaluation: An Application to Thermodynamics. VisGap - The Gap between Visualization Research and Visualization Software, 2024. 10.2312/VISGAP.20241121

   @article{https://doi.org/10.2312/visgap.20241121,
     doi = {10.2312/VISGAP.20241121},
     url = {https://diglib.eg.org/handle/10.2312/visgap20241121},
     author = {Sohns, Jan-Tobias and Gond, Dominik and Jirasek, Fabian and Hasse, Hans and Leitte, Heike},
     keywords = {CCS Concepts: Human-centered computing → Heat maps; Dendrograms; Applied computing → Chemistry; Engineering, Human centered computing → Heat maps, Dendrograms, Applied computing → Chemistry, Engineering},
     title = {Visual Scalar Matrix Evaluation: An Application to Thermodynamics},
     journal = {VisGap - The Gap between Visualization Research and Visualization Software},
     publisher = {The Eurographics Association},
     year = {2024},
     copyright = {Creative Commons Attribution 4.0 International}
   }
   

2023

1. J.-T. Sohns, C. Garth, and H. Leitte. Decision Boundary Visualization for Counterfactual Reasoning. Comput. Graph. Forum, vol. 42, no. 1, pp. 7–20, 2023. 10.1111/cgf.14650

   @article{DBLP:journals/cgf/SohnsGL23,
     author = {Sohns, Jan{-}Tobias and Garth, Christoph and Leitte, Heike},
     title = {Decision Boundary Visualization for Counterfactual Reasoning},
     journal = {Comput. Graph. Forum},
     volume = {42},
     number = {1},
     pages = {7--20},
     year = {2023},
     url = {https://doi.org/10.1111/cgf.14650},
     doi = {10.1111/cgf.14650}
   }
   

2. J.-T. Sohns, D. Gond, F. Jirasek, H. Hasse, G. H. Weber, and H. Leitte. Embedding-Space Explanations of Learned Mixture Behavior. In Proceedings of the 3rd Conference on Physical Modeling for Virtual Manufacturing Systems and Processes, Springer International Publishing, 2023, pp. 32–50. 10.1007/978-3-031-35779-4_3

   @inbook{Sohns_2023,
     title = {Embedding-Space Explanations of Learned Mixture Behavior},
     isbn = {9783031357794},
     url = {http://dx.doi.org/10.1007/978-3-031-35779-4_3},
     doi = {10.1007/978-3-031-35779-4_3},
     booktitle = {Proceedings of the 3rd Conference on Physical Modeling for Virtual Manufacturing Systems and Processes},
     publisher = {Springer International Publishing},
     author = {Sohns, J.-T. and Gond, D. and Jirasek, F. and Hasse, H. and Weber, G. H. and Leitte, H.},
     year = {2023},
     pages = {32–50}
   }
   

2022

1. J.-T. Sohns, M. Schmitt, F. Jirasek, H. Hasse, and H. Leitte. Attribute-based Explanation of Non-Linear Embeddings of High-Dimensional Data. IEEE Transactions on Visualization and Computer Graphics, vol. 28, no. 1, pp. 540–550, Jan. 2022. 10.1109/tvcg.2021.3114870

   @article{Sohns_2022,
     title = {Attribute-based Explanation of Non-Linear Embeddings of High-Dimensional Data},
     volume = {28},
     issn = {2160-9306},
     url = {http://dx.doi.org/10.1109/tvcg.2021.3114870},
     doi = {10.1109/tvcg.2021.3114870},
     number = {1},
     journal = {IEEE Transactions on Visualization and Computer Graphics},
     publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
     author = {Sohns, Jan-Tobias and Schmitt, Michaela and Jirasek, Fabian and Hasse, Hans and Leitte, Heike},
     year = {2022},
     month = jan,
     pages = {540–550}
   }
   

2021

1. J. Lukasczyk et al. Report of the TopoInVis TTK Hackathon: Experiences, Lessons Learned, and Perspectives. In Topological Methods in Data Analysis and Visualization VI, Springer International Publishing, 2021, pp. 359–373. 10.1007/978-3-030-83500-2_18

   @inbook{Lukasczyk_2021,
     title = {Report of the TopoInVis TTK Hackathon: Experiences, Lessons Learned, and Perspectives},
     isbn = {9783030835002},
     issn = {2197-666X},
     url = {http://dx.doi.org/10.1007/978-3-030-83500-2_18},
     doi = {10.1007/978-3-030-83500-2_18},
     booktitle = {Topological Methods in Data Analysis and Visualization VI},
     publisher = {Springer International Publishing},
     author = {Lukasczyk, Jonas and Beran, Jakob and Engelke, Wito and Falk, Martin and Friederici, Anke and Garth, Christoph and Hofmann, Lutz and Hotz, Ingrid and Hristov, Petar and Köpp, Wiebke and Masood, Talha Bin and Olejniczak, Małgorzata and Rosen, Paul and Sohns, Jan-Tobias and Weinkauf, Tino and Werner, Kilian and Tierny, Julien},
     year = {2021},
     pages = {359–373}
   }
   

2. J.-T. Sohns, G. H. Weber, and C. Garth. Distributed Task-Parallel Topology-Controlled Volume Rendering. In Topological Methods in Data Analysis and Visualization VI, Springer International Publishing, 2021, pp. 55–69. 10.1007/978-3-030-83500-2_4

   @inbook{Sohns_2021,
     title = {Distributed Task-Parallel Topology-Controlled Volume Rendering},
     isbn = {9783030835002},
     issn = {2197-666X},
     url = {http://dx.doi.org/10.1007/978-3-030-83500-2_4},
     doi = {10.1007/978-3-030-83500-2_4},
     booktitle = {Topological Methods in Data Analysis and Visualization VI},
     publisher = {Springer International Publishing},
     author = {Sohns, Jan-Tobias and Weber, Gunther H. and Garth, Christoph},
     year = {2021},
     pages = {55–69}
   }
   

2020

1. V. S. Victor, P. Vadiraja, J.-T. Sohns, and H. Leitte. Visual probing and correction of object recognition models with interactive user feedback. 2020. http://www.scopus.com/inward/record.url?eid=2-s2.0-85101688422&partnerID=MN8TOARS

   @misc{VS_2020,
     author = {Victor, V.S. and Vadiraja, P. and Sohns, J.-T. and Leitte, H.},
     title = {Visual probing and correction of object recognition models with interactive user feedback},
     year = {2020},
     url = {http://www.scopus.com/inward/record.url?eid=2-s2.0-85101688422&partnerID=MN8TOARS},
     orcidwork = {0000-0002-7112-2190:98820339}
   }
   

2018

1. T. Biedert, J.-T. Sohns, S. Schröder, J. Amstutz, I. Wald, and C. Garth. Direct Raytracing of Particle-based Fluid Surfaces Using Anisotropic Kernels, Eurographics Symposium on Parallel Graphics and Visualization. The Eurographics Association, 2018. 10.2312/PGV.20181090

   @misc{https://doi.org/10.2312/pgv.20181090,
     doi = {10.2312/PGV.20181090},
     url = {https://diglib.eg.org/handle/10.2312/pgv20181090},
     author = {Biedert, Tim and Sohns, Jan-Tobias and Schröder, Simon and Amstutz, Jefferson and Wald, Ingo and Garth, Christoph},
     keywords = {I.3.7 [Computer Graphics], Three Dimensional Graphics and Realism, Raytracing},
     title = {Direct Raytracing of Particle-based Fluid Surfaces Using Anisotropic Kernels},
     journal = {Eurographics Symposium on Parallel Graphics and Visualization},
     publisher = {The Eurographics Association},
     year = {2018}
   }