Scientific Publications 2023

Jahr Year	Titel/Autor:in Title/Author	Publikationstyp Publication Type
2023	Graph Neural Networks for Disease Diagnosis Prediction Abdelbaky, Aya	Master Thesis
2023	Evaluation and Visualisation of Synthetic Patient Data using Variational Autoencoder Modular Bayesian Networks Adams, Tim	Master Thesis
2023	Gene‑based burden scores identify rare variant associations for 28 blood biomarkers Aldisi, Rana; Hassanin, Emadeldin; Sivalingam, Sugirthan; Buness, Andreas; Klinkhammer, Hannah; Mayr, Andreas; Fröhlich, Holger; Krawitz, Peter; Maj, Carlo	Zeitschriftenaufsatz Journal Article
2023	Exploratory analysis of health-related quality of life data in patients treated with hypomethylating agent Ambast, Shubhi	Master Thesis
2023	Simulation of pipeline transport of carbon dioxide with impurities Anvari, Mehrnaz; Baldin, Anton; Clees, Tanja; Klaassen, Bernhard; Nikitin, Igor; Nikitina, Lialia; Pott, Sabine	Konferenzbeitrag Conference Paper
2023	Integration of Knowledge Graph Embeddings into Transformer-based Model Trained on Structured EHR Data Azadi, Navid	Master Thesis
2023	A natural language processing system for the efficient updating of highly curated pathophysiology mechanism knowledge graphs Babaiha, Negin Sadat; Elsayed, Hassan; Zhang, Bide; Kaladharan, Abish; Sethumadhavan, Priya; Schultz, Bruce; Klein, Jürgen; Freudensprung, Bruno; Lage-Rupprecht, Vanessa; Tom Kodamullil, Alpha; Jacobs, Marc; Geissler, Stefan; Madan, Sumit; Hofmann-Apitius, Martin	Zeitschriftenaufsatz Journal Article
2023	On Advanced Modeling of Compressors and Weighted Mix Iteration for Simulation of Gas Transport Networks Baldin, Anton; Cassirer, Kläre; Clees, Tanja; Klaassen, Bernhard; Nikitin, Igor; Nikitina, Lialia; Pott, Sabine	Konferenzbeitrag Conference Paper
2023	MIC: Microwave Imaging Curtain for Dynamic and Automatic Detection of Weapons and Explosive Belts Baqué, Rémi; Vignaud, Luc; Wasik, Valentine; Castet, Nicolas; Herschel, Reinhold; Cetinkaya, Harun; Brandes, Thomas	Zeitschriftenaufsatz Journal Article
2023	Analysis of PtGtX Systems with Metal Hydride Storage Based on Coupled Electrochemical and Thermodynamic Simulation Bareev-Rudy, Michael; Meiswinkel, Simon; Pfennig, Malte; Schedler, Steffen; Schiffer, Barbara; Steinebach, Gerd; Clees, Tanja	Vortrag Presentation
2023	Band-Limited Maximizers for a Fourier Extension Inequality on the Circle, II Barker, James; Thiele, Christoph M.; Zorin-Kranich, Pavel	Zeitschriftenaufsatz Journal Article
2023	Machine Learning for FB Electrolyte Screening Berg, Laura-Sophie; Hamaekers, Jan; Maaß, Astrid	Aufsatz in Buch Book Article
2023	Artificial intelligence-based clustering and characterization of Parkinson's disease trajectories Birkenbihl, Colin; Ahmad, Ashar; Massat, Nathalie J.; Raschka, Tamara; Avberšek, Andreja; Downey, Patrick; Armstrong, Martin; Fröhlich, Holger	Zeitschriftenaufsatz Journal Article
2023	A fracture multiscale model for peridynamic enrichment within the partition of unity method Birner, Matthias; Diehl, Patrick; Robert Lipton, Robert; Schweitzer, Marc Alexander	Zeitschriftenaufsatz Journal Article
2023	Spatial patterns of white matter hyperintensities: a systematic review Botz, Jonas; Lohner, Valerie; Schirmer, Markus D.	Review
2023	Interatomic-Potential-Free, Data-Driven Molecular Dynamics Bulin, Johannes; Hamaekers, Jan; Ariza, M.P.; Ortiz, M.	Zeitschriftenaufsatz Journal Article
2023	A framework for synthetic power system dynamics Büttner, Anna; Plietzsch, Anton; Anvari, Mehrnaz; Hellmann, Frank	Zeitschriftenaufsatz Journal Article
2023	Deep Learning for Risk Prediction of the Parkinson's Disease Carstens-Behrens, Lennart	Bachelor Thesis
2023	Multi-resolution dynamic mode decomposition for damage detection in wind turbine gearboxes Climaco, Paolo; Garcke, Jochen; Iza Teran, Victor Rodrigo	Zeitschriftenaufsatz Journal Article
2023	On minimizing the training set fill distance in machine learning regression Climaco, Paolo; Garcke, Jochen	Paper
2023	Llamol: A dynamic multi-conditional generative transformer for de novo molecular design Dobberstein, Niklas; Maaß, Astrid; Hamaekers, Jan	Paper
2023	Transformer-Based Prediction of Parkinsons's Disease using Electronic Health Records Driever, Johanna	Bachelor Thesis
2023	Overcoming Deceptive Rewards with Quality-Diversity Feiden, Arno; Garcke, Jochen	Konferenzbeitrag Conference Paper
2023	PEMT: a patent enrichment tool for drug discovery Gadiya, Yojana; Zaliani, Andrea; Gribbon, Philip; Hofmann-Apitius, Martin	Zeitschriftenaufsatz Journal Article
2023	Pharmaceutical patent landscaping: A novel approach to understand patents from the drug discovery perspective Gadiya, Yojana; Gribbon, Philip; Hofmann-Apitius, Martin; Zaliani, Andrea	Zeitschriftenaufsatz Journal Article
2023	Explainable Machine Learning Garcke, Jochen; Roscher, Ribana	Editorial
2023	Convergence analysis of online algorithms for vector-valued kernel regression Griebel, Michael; Oswald, Peter	Paper
2023	Analysis of Tensor Approximation Schemes for Continuous Functions Griebel, Michael; Harbrecht, Helmut	Zeitschriftenaufsatz Journal Article
2023	A Dimension-Oblivious Domain Decomposition Method Based on Space-Filling Curves Griebel, Michael; Schweitzer, Marc Alexander; Troska, Lukas	Zeitschriftenaufsatz Journal Article
2023	Efficient Quality Diversity Optimization of 3D Buildings through 2D Pre-Optimization Hagg, Alexander; Kliemank, Martin Leonhard; Asteroth, Alexander; Wilde, Dominik; Bedrunka, Mario Christopher; Foysi, Holger; Reith, Dirk	Zeitschriftenaufsatz Journal Article
2023	A Sequential Targeting Strategy Interrupts AKT-Driven Subclone-Mediated Progression in Glioblastoma Kebir, Sied; Ullrich, Vivien; Berger, Pia; Dobersalske, Celia; Langer, Sarah; Rauschenbach, Laurèl; Trageser, Daniel; Till, Andreas; Lorbeer, Franziska K.; Wieland, Anja; Wilhelm-Buchstab, Timo Martin; Ahmad, Ashar; Fröhlich, Holger; Cima, Igor; Prasad, Shruthi; Matschke, Johann; Jendrossek, V.; Remke, Marc; Grüner, Barbara M.; Roesch, Alexander; Siveke, Jens T.; Herold-Mende, Christel C.; Blau, Tobias; Keyvani, Kathy; Landeghem, F. van; Pietsch, Torsten; Felsberg, Jörg U.; Reifenberger, Guido; Weller, Michael; Sure, Ulrich; Brüstle, Oliver; Simon, Matthias; Glas, Martin; Scheffler, Björn	Zeitschriftenaufsatz Journal Article
2023	Is the spiral effect psychological? Klaassen, Bernhard	Zeitschriftenaufsatz Journal Article
2023	Method for automated detection of outliers in crash simulations Kracker, David; Dhanasekaran, Revan Kumar; Schumacher, Axel; Garcke, Jochen	Zeitschriftenaufsatz Journal Article
2023	MultiGML: Multimodal graph machine learning for prediction of adverse drug events Krix, Sophia; DeLong, Lauren; Madan, Sumit; Domingo Fernández, Daniel; Ahmad, Ashar; Gul, Sheraz; Zaliani, Andrea; Fröhlich, Holger	Zeitschriftenaufsatz Journal Article
2023	Application of Various Machine Learning Approaches for Solving the ODE Inverse Problem Kuznetsov, Sergei	Master Thesis
2023	A Transformer-Based Model Trained on Large Scale Claims Data for Prediction of Severe COVID-19 Disease Progression Lentzen, Manuel; Linden, Thomas; Veeranki, Sai Pavan Kumar; Madan, Sumit; Kramer, Diether; Leodolter, Werner; Fröhlich, Holger	Zeitschriftenaufsatz Journal Article
2023	Forecasting individual progression trajectories in Alzheimer’s disease Maheux, Etienne; Koval, Igor; Ortholand, Juliette; Birkenbihl, Colin; Archetti, Damiano; Bouteloup, Vincent; Epelbaum, Stephane; Dufouil, Carole; Hofmann-Apitius, Martin; Durrleman, Stanley	Zeitschriftenaufsatz Journal Article
2023	A Comparative Analysis of Federated Learning Frameworks for Machine Learning Models Trained on Medical Data Mahgoub, Mohamed	Master Thesis
2023	The elements of flexibility for task-performing systems Mayer, Sebastian; Francoso Dal Piccol Sotto, Leo; Garcke, Jochen	Zeitschriftenaufsatz Journal Article
2023	Contextualizing and interpreting biological data with pathway knowledge and network algorithms Mubeen, Sarah	Dissertation Doctoral Thesis
2023	Feature selection on quantum computers Mücke, Sascha; Heese, Raoul; Müller, Sabine; Wolter, Moritz; Piatkowski, Nico	Zeitschriftenaufsatz Journal Article
2023	Determining Lennard-Jones Parameters Using Multiscale Target Data through Presampling-Enhanced, Surrogate-Assisted Global Optimization Müller, Max; Hagg, Alexander; Strickstrock, Robin; Hülsmann, Marco; Asteroth, Alexander; Kirschner, Karl N.; Reith, Dirk	Zeitschriftenaufsatz Journal Article
2023	On dark matter, dark energy and Bose-Einstein condensate Nikitin, Igor	Konferenzbeitrag Conference Paper
2023	Knowledge discovery assistants for crash simulations with graph algorithms and energy absorption features Pakiman, Anahita; Garcke, Jochen; Schumacher, Axel	Zeitschriftenaufsatz Journal Article
2023	Graph Extraction for Assisting Crash Simulation Data Analysis Pakiman, Anahita; Garcke, Jochen; Schumacher, Axel	Konferenzbeitrag Conference Paper
2023	Optimum Real Time Estimation and Interfacing of Braking Points for Racing Car Peitzmeier, Fabian; Mockenhaupt, Johannes; Reith, Dirk	Zeitschriftenaufsatz Journal Article
2023	Thermodynamical and Electrical Model of a PEM Electrolyzer Plant in the Megawatt Range Pfennig, Malte; Schiffer, Barbara; Clees, Tanja	Vortrag Presentation
2023	AI reveals insights into link between CD33 and cognitive impairment in Alzheimer’s Disease Raschka, Tamara; Sood, Meemansa; Schultz, Bruce; Altay, Aybuge; Ebeling, Christian; Fröhlich, Holger	Zeitschriftenaufsatz Journal Article
2023	Comparative analysis of protein function text-based embeddings and its potential for prediction tasks Ravinder, Rohitha	Master Thesis
2023	Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems Rueden, Laura von; Mayer, Sebastian; Beckh, Katharina; Georgiev, Bogdan; Giesselbach, Sven; Heese, Raoul; Kirsch, Birgit; Walczak, Michal; Pfrommer, Julius; Pick, Annika; Ramamurthy, Rajkumar; Garcke, Jochen; Bauckhage, Christian; Schuecker, Jannis	Zeitschriftenaufsatz Journal Article
2023	Attracting Engineering Students to Non-Technical Seminars by Including International Student Competitions Into the Regular Engineering Curriculum Rundau, Alexander; Günther, Dennis; Behrendt, Jan; Röthgen, Daniel; Grein, Martina; Reith, Dirk	Konferenzbeitrag Conference Paper
2023	How Does Knowledge Injection Help in Informed Machine Learning? Rüden, Laura von; Garcke, Jochen; Bauckhage, Christian	Konferenzbeitrag Conference Paper
2023	Molecular Stratification of Parkinson's Disease Sainath, Srividhya	Master Thesis
2023	Modeling for Thermal Analysis of a High-Speed Electric Motor using Gaussian Processes Sakellaris, Helena; Bayrasy, Pascal	Konferenzbeitrag Conference Paper
2023	Thermal Design of a Permanent Magnet Synchronous Motor for a High-Speed Drive for Fuel Cell Air Compressors Sakellaris, Helena; Bayrasy, Pascal	Konferenzbeitrag Conference Paper
2023	The Epilepsy Ontology: a community-based ontology tailored for semantic interoperability and text mining Sargsyan, Astghik; Wegner, Philipp; Gebel, Stephan; Kaladharan, Abish; Sethumadhavan, Priya; Lage-Rupprecht, Vanessa; Darms, Johannes; Schultz, Bruce; Klein, Jürgen; Jacobs, Marc; Madan, Sumit; Hofmann-Apitius, Martin; Tom Kodamullil, Alpha	Zeitschriftenaufsatz Journal Article
2023	Perspectives on adaptive dynamical systems Sawicki, Jakub; Berner, Rico; Loos, Sarah A.M.; Anvari, Mehrnaz; Bader, Rolf; Barfuss, Wolfram; Botta, Nicola; Brede, Nuria; Franović, Igor; Gauthier, Daniel J.; Goldt, Sebastian; Hajizadeh, Aida; Hövel, Philipp; Karin, Omer; Lorenz-Spreen, Philipp; Miehl, Christoph; Mölter, Jan; Olmi, Simona; Schöll, Eckehard; Seif, Alireza; Tass, Peter A.; Volpe, Giovanni; Yanchuk, Serhiy; Kurths, Jürgen	Zeitschriftenaufsatz Journal Article
2023	A new bottom-up method for classifying a building portfolio by building type, self-sufficiency rate and access to local grid infrastructure for storage demand analysis Schedler, Steffen; Meilinger, Stefanie; Clees, Tanja	Vortrag Presentation
2023	Comparison of Hydrogen-Based Power Plant Technologies with a Focus on District Heating in Germany Schiffer, Barbara; Pfennig, Malte; Clees, Tanja	Vortrag Presentation
2023	A machine learning method for the identification and characterization of novel COVID-19 drug targets Schultz, Bruce; Delong, Lauren Nicole; Masny, Aliaksandr; Lentzen, Manuel; Raschka, Tamara; Dijk, David van; Zaliani, Andrea; Hansen, Anne Funck; Rüping, Stefan; Kugler, Sabine; Burmeister, Jan; Kohlhammer, Jörn; Sarau, George; Christiansen, Silke; Kannt, Aimo; Foldenauer, Ann Christina; Claussen, Carsten; Resch, Eduard; Frank, Kevin; Gribbon, Philip; Kuzikov, Maria; Keminer, Oliver; Laue, Hendrik; Hahn, Horst; Hirsch, Jochen; Wischnewski, Marco; Günther, Matthias; Archipovas, Saulius; Tom Kodamullil, Alpha; Gemünd, Andre; Fluck, Juliane; Steinborn, Carina; Ebeling, Christian; Domingo Fernández, Daniel; Hermanowski, Helena; Fröhlich, Holger; Klein, Jürgen; Schultz, Bruce; Jacobs, Marc; Hofmann-Apitius, Martin; Knieps, Meike; Krapp, Michael; Wendland, Philipp Johannes; Wegner, Philipp; Golriz Khatami, Sepehr; Springstubbe, Stephan; Linden, Thomas; Lentzen, Manuel; Fröhlich, Holger	Zeitschriftenaufsatz Journal Article
2023	Synergistic drug repurposing based on data-augmented knowledge graphs Shalaby, Karim	Master Thesis
2023	AI Models for Modeling and Simulation of Clinical Studies for Alzheimer’s and Parkinson’s Disease Sood, Meemansa	Dissertation Doctoral Thesis
2023	Bayesian network modeling of risk and prodromal markers of Parkinson’s disease Sood, Meemansa; Suenkel, Ulrike; Thaler, Anna Katharina von; Zacharias, Helena U.; Brockmann, Kathrin; Eschweiler, Gerhard Wilhelm; Maetzler, Walter; Berg, Daniela; Fröhlich, Holger; Heinzel, Sebastian	Zeitschriftenaufsatz Journal Article
2023	Simulation Data goes Ontology Spelten, Philipp Christoph	Master Thesis
2023	A Novel Approach to Predict the Structural Dynamics of E-Bike Drive Units by Innovative Integration of Elastic Multi-Body-Dynamics Steinbach, Kevin; Lechler, Dominik; Kraemer, Peter; Groß, Iris; Reith, Dirk	Zeitschriftenaufsatz Journal Article
2023	Qualitative und Quantitative Untersuchung des Motorfreilaufs auf das dynamische Verhalten einer eBike-Antriebseinheit Steinbach, Kevin; Lechler, Dominik; Groß, Iris; Reith, Dirk; Kraemer, Peter	Konferenzbeitrag Conference Paper
2023	Integration of NDT into the manufacturing process chain of functionalized UD-tape components Suratkar, Aaditya Pradeep; Schürger, Christian; Summa, Jannik; Schlimper, Ralf; Wolf, Klaus; Rosenberg, Philipp; Henning, Frank	Konferenzbeitrag Conference Paper
2023	Causal deep learning models for studying the Earth system Tesch, Tobias; Kollet, Stefan; Garcke, Jochen	Zeitschriftenaufsatz Journal Article
2023	Validation of gait parameters for prediction of Parkinson’s disease progression To, Jackrite	Master Thesis
2023	Editorial: Impacts of public-private collaborative research on Alzheimer's disease: the case of the innovative medicines initiative Vaudano, Elisabetta; Georges, Jean; Hofmann-Apitius, Martin; Lo, Donald	Editorial
2023	Development of an early alert model for COVID-19 pandemic situations Wang, Danqi	Master Thesis
2023	Development of an early alert model for pandemic situations in Germany Wang, Danqi; Lentzen, Manuel; Botz, Jonas; Valderrama Nino, Diego Felipe; Deplante, Lucille; Perrio, Jules; Génin, Marie; Thommes, Edward; Coudeville, Laurent; Fröhlich, Holger	Zeitschriftenaufsatz Journal Article
2023	Stratified Taylor-Green vortex by lattice Boltzmann methods: Influence of stencils, forcing schemes, and collision models Wilde, Dominik; Nidhan, Sheel; Pham, Hieu T.; Foysi, Holger; Reith, Dirk; Sarkar, Sutanu	Zeitschriftenaufsatz Journal Article
2023	Low-Resource Named Entity Recognition for German Clinical Text Wohlenberg, Johannes	Master Thesis
2023	ptwt - The PyTorch Wavelet Toolbox Wolter, Moritz; Blanke, Felix; Garcke, Jochen; Hoyt, Charles Tapley	Zeitschriftenaufsatz Journal Article
2023	Comorbidity Analysis of Data from Psychiatric Disorder Patients with Polygenic Risk Scores and Potential Causal Effect of Single Nucleotide Polymorphisms Zhang, Bide	Master Thesis
2023	Design of the formalized and integrated Alzheimer's Disease Ontology and its application in retrieving textual data via text mining Zhang, Bide; Lage-Rupprecht, Vanessa; Wegner, Philipp; Sargsyan, Astghik; Gebel, Stephan; Jacobs, Marc; Klein, Jürgen; Hofmann-Apitius, Martin; Tom Kodamullil, Alpha	Zeitschriftenaufsatz Journal Article
2023	Foresight social-aware reinforcement learning for robot navigation Zhou, Yanying; Li, Shijie; Garcke, Jochen	Konferenzbeitrag Conference Paper
2023	Systemdienliche Integration von grünem Wasserstoff	Bericht Report

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