Publications

Tim Hagen, Harrisen Scells, und Martin Potthast. Revisiting Query Variation Robustness of Transformer Models. 29th Conference on Empirical Methods in Natural Language Processing (EMNLP 2024) (Findings), Association for Computational Linguistics, Dezember 2024. [PUMA: topic_language yaff]

Max Weber, Christian Kaltenecker, Florian Sattler, Sven Apel, und Norbert Siegmund. Is Performance a Reliable Proxy for Energy Consumption?. Software Engineering 2024 (SE 2024), 99--100, 2024. [PUMA: topic_software yaff]

Daniel Mederer, Hannes Feilhauer, Eya Cherif, Katja Berger, Tobias B. Hank, Kyle R. Kovach, Phuong D. Dao, Bing Lu, Philip A. Townsend, und Teja Kattenborn. Plant trait retrieval from hyperspectral data: Collective efforts in scientific data curation outperform simulated data derived from the PROSAIL model. ISPRS Open Journal of Photogrammetry and Remote Sensing, 100080, Elsevier BV, Dezember 2024. [PUMA: topic_earthenvironment xack yaff] URL

Kristina Vogel, Johanna Moeller, Nina G. Bozhanova, Markus Voehler, Anja Penk, Jens Meiler, und Clara T. Schoeder. Computational Engineering of siderocalin to modulate its binding affinity to the antihypertension drug candesartan. Journal of Structural Biology, (217)1:108180, 2025. [PUMA: topic_lifescience xack yaff] URL

Marianne Kneuer, Wolf. J. Schünemann, und Giulia Bahms. Internet Control and Disinformation Across Regime Types During and After the Covid‐19 Crisis. Politics and Governance, (12)85802024. [PUMA: yaff]

Ayse Glass, Jorg R. Noennig, Burak Bek, Roman Glass, Eylul K. Menges, Iryna Okhrin, Pramod Baddam, Mariela Rossana Sanchez, Gunalan Senthil, und René Jäkel. Innovative Urban Design Simulation: Utilizing Agent-Based Modelling through Reinforcement Learning. Proceedings of the 2023 6th International Conference on Computational Intelligence and Intelligent Systems, 20–25, Association for Computing Machinery, New York, NY, USA, 28.02.2024. [PUMA: yaff] URL

Anderson Faustino da Silva, Jeronimo Castrillon, und Fernando Magno Quint\ ao Pereira. A Comparative Study on the Accuracy and the Speed of Static and Dynamic Program Classifiers. In IEEE (Hrsg.), Proceedings of the 34th ACM SIGPLAN International Conference on Compiler Construction (CC 2025), Association for Computing Machinery, New York, NY, USA, März 2025. [PUMA: xack yaff]

Christopher Rost, Riccardo Tommasini, Angela Bonifati, Emanuele Della Valle, Erhard Rahm, Keith W Hare, Stefan Plantikow, Petra Selmer, und Hannes Voigt. Seraph: Continuous Queries on Property Graph Streams.. EDBT, 234--247, 2024. [PUMA: area_bigdata topic_graph xack yaff]

Miriam Louise Carnot, Eric Peukert, und Bogdan Franczyk. Enhancing Roadway Safety: LIDAR-based Tree Clearance Analysis. CoRR, (abs/2402.18309)2024. [PUMA: area_bigdata xack yaff] URL

Vincent D Friedrich, Peter Pennitz, Emanuel Wyler, Julia M Adler, Dylan Postmus, Luiz Gustavo Teixeira Alves, Julia Prigann, Fabian Pott, Daria Vladimirova, Thomas Hoefler, Cengiz Goekeri, Markus Landthaler, Christine Goffinet, Antoine-Emmanuel Saliba, Markus Scholz, Martin Witzenrath, Jakob Trimpert, Holger Kirsten, und Geraldine Nouailles. Neural Network-Assisted Humanization of COVID-19 Hamster scRNAseq Data Reveals Matching Severity States in Human Disease. Cold Spring Harbor Laboratory, Januar 2024. [PUMA: Data HCOVID-19 Severity States scRNAseq xack yaff] URL

João Paulo C. de Lima, Benjamin F. Morris III, Asif Ali Khan, Jeronimo Castrillon, und Alex K. Jones. Count2Multiply: Reliable In-memory High-Radix Counting. In arxiv (Hrsg.), 1-14, Arxiv, September 2024. [PUMA: LLM accelerator computing-in-memory xack yaff] URL

Marie-Sophie von Braun, Kristin Starke, Lucas Peter, Daniel Kürsten, Florian Welle, Hans Ralf Schneider, Max Wawrzyniak, Daniel P O Kaiser, Gordian Prasse, Cindy Richter, Elias Kellner, Marco Reisert, Julian Klingbeil, Anika Stockert, Karl-Titus Hoffmann, Gerik Scheuermann, Christina Gillmann, und Dorothee Saur. Prediction of tissue and clinical thrombectomy outcome in acute ischaemic stroke using deep learning. In Masud Husain (Hrsg.), Brain, awaf013, Januar 2025. [PUMA: biomarker cdss cnn computer_vision deep_learning neuroimaging neurology nopdf topic_lifescience xack yaff] URL

Victor Jüttner, Martin Grimmer, und Erik Buchmann. ChatIDS: Advancing Explainable Cybersecurity Using Generative AI. International Journal On Advances in Security, (17)1,22024. [PUMA: area_responsibleai prof_privacy yaff]

Victor Jüttner, Arthur Fleig, und Erik Buchmann. ChatAnalysis: Can GPT-4 Undermine Privacy in Smart Homes with Data Analysis?. Proceedings of the 11th Workshop Mensch-Maschine-Interaktion in sicherheitskritischen Systemen - Mensch und Computer (MuC'24), 2024. [PUMA: yaff]

Nico Eisenhauer, Karin Frank, Alexandra Weigelt, Bartosz Bartkowski, Rémy Beugnon, Katja Liebal, Miguel Mahecha, Martin Quaas, Djamil Al-Halbouni, Ana Bastos, und others. A belowground perspective on the nexus between biodiversity change, climate change, and human well-being. Journal of Sustainable Agriculture and Environment, (3)2:e212108, 2024. [PUMA: yaff]

Clemens Mosig, Miguel Mahecha, David Montero, Yan Cheng, Oscar Perez Priego, Mirela Beloiu, Michele Volpi, Stéphanie Horion, Hooman Latifi, Elham Shafeian, Fabian Fassnacht, Selina Ganz, Katarzyna Zielewska-Büttner, Etienne Laliberté, Myriam Cloutier, Marie-Therese Schmehl, Annett Frick, Helene Müller-Landau, KC Cushman, Joseph Hupy, Qin Ma, Yanjun Su, Pratima Khatri-Chhetri, Stefan Kruse, Julian Frey, Felix Schiefer, Samuli Junttila, Alastair Potts, Andreas Uhl, Christian Rossi, und Tej Kattenborn. Mapping Tree Mortality at Global Scale Using Sentinel-2. EGU24-182302024. [PUMA: yaff]

Clemens Mosig, Janusch Vajna-Jehle, Miguel D Mahecha, Yan Cheng, Henrik Hartmann, David Montero, Samuli Junttila, Stephanie Horion, Mirela Beloiu Schwenke, Stephen Adu-Bredu, Djamil Al-Halbouni, Matthew Allen, Jan Altman, Claudia Angiolini, Rasmus Astrup, Caterina Barrasso, Harm Bartholomeus, Benjamin Brede, Allan Buras, Erik Carrieri, Gherardo Chirici, Myriam Cloutier, KC Cushman, James W Dalling, Jan Dempewolf, Martin Denter, Simon Ecke, Jana Eichel, Anette Eltner, Maximilian Fabi, Fabian Fassnacht, Matheus Pinheiro Feirreira, Julian Frey, Annett Frick, Selina Ganz, Matteo Garbarino, Milton Garcia, Matthias Gassilloud, Marziye Ghasemi, Francesca Giannetti, Roy Gonzalez, Carl Gosper, Konrad Greinwald, Stuart Grieve, Jesus Aguirre Gutierrez, Anna Goeritz, Peter Hajek, David Hedding, Jan Hempel, Melvin Hernandez, Marco Heurich, Eija Honkavaara, Tommaso Jucker, Jesse M Kalwij, Pratima Khatri-Chhetri, Hans-Joachim Klemmt, Niko Koivumaeki, Kirill Korznikov, Stefan Kruse, Robert Krueger, Etienne Laliberte, Liam Langan, Hooman Latifi, Jan Lehmann, Linyuan Li, Emily Lines, Javier Lopatin, Arko Lucieer, Marvin Ludwig, Antonia Ludwig, Paeivi Lyytikaeinen-Saarenmaa, Qin Ma, Giovanni Marino, Michael Maroschek, Fabio Meloni, Annette Menzel, Hanna Meyer, Mojdeh Miraki, Daniel Moreno-Fernandez, Helene C Muller-Landau, Mirko Maelicke, Jakobus Moehring, Jana Muellerova, Paul Neumeier, Roope Naesi, Lars Oppgenoorth, Melanie Palmer, Thomas Paul, Alastair Potts, Suzanne Prober, Stefano Puliti, Oscar Perez-Priego, Chris Reudenbach, Christian Rossi, Nadine Katrin Ruehr, Paloma Ruiz-Benito, Christian Mestre Runge, Michael Scherer-Lorenzen, Felix Schiefer, Jacob Schladebach, Marie-Therese Schmehl, Selina Schwarz, Rupert Seidl, Elham Shafeian, Leopoldo de Simone, Hormoz Sohrabi, Laura Sotomayor, Ben Sparrow, Benjamin SC Steer, Matt Stenson, Benjamin Stoeckigt, Yanjun Su, Juha Suomalainen, Michele Torresani, Josefine Umlauft, Nicolas Vargas-Ramirez, Michele Volpi, Vicente Vasquez, Ben Weinstein, Tagle Casapia Ximena, Katherine Zdunic, Katarzyna Zielewska-Buettner, Raquel Alves de Oliveira, Liz van Wagtendonk, Vincent von Dosky, und Teja Kattenborn. deadtrees. earth-An Open-Access and Interactive Database for Centimeter-Scale Aerial Imagery to Uncover Global Tree Mortality Dynamics. bioRxiv, 2024.10. 18.619094, Cold Spring Harbor Laboratory, 2024. [PUMA: yaff]

Chaonan Ji, Tonio Fincke, Vitus Benson, Gustau Camps-Valls, Miguel-Angel Fernandez-Torres, Fabian Gans, Guido Kraemer, Francesco Martinuzzi, David Montero, Karin Mora, Oscar J Pellicer-Valero, Claire Robin, Maximilian Soechting, Melanie Weynants, und Miguel D Mahecha. DeepExtremeCubes: Integrating Earth system spatio-temporal data for impact assessment of climate extremes. arXiv preprint arXiv:2406.18179, 2024. [PUMA: yaff]

Tristan Williams, Francesco Martinuzzi, Gustau Camps-Valls, und Miguel D Mahecha. Evaluating Forest Resilience in Europe with Deep Learning Persistence Analysis. EGU24-20805Copernicus Meetings, 2024. [PUMA: yaff]

David Montero, Miguel D Mahecha, Francesco Martinuzzi, César Aybar, Anne Klosterhalfen, Alexander Knohl, Franziska Koebsch, Jesús Anaya, und Sebastian Wieneke. Estimating Gross Primary Production via Recurrent Neural Networks: A comparative analysis. EGU24-6773Copernicus Meetings, 2024. [PUMA: yaff]