Fraunhofer-Institut für Algorithmen und Wissenschaftliches Rechnen SCAI| 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 | On minimizing the training set fill distance in machine learning regression Climaco, Paolo; Garcke, Jochen |
Paper |
| 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 | 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 | 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 | PEMT: a patent enrichment tool for drug discovery Gadiya, Yojana; Zaliani, Andrea; Gribbon, Philip; Hofmann-Apitius, Martin |
Zeitschriftenaufsatz Journal Article |
| 2023 | Explainable Machine Learning Garcke, Jochen; Roscher, Ribana |
Editorial |
| 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 | Convergence analysis of online algorithms for vector-valued kernel regression Griebel, Michael; Oswald, Peter |
Paper |
| 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 | 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 | AI Models for Modeling and Simulation of Clinical Studies for Alzheimer’s and Parkinson’s Disease Sood, Meemansa |
Dissertation Doctoral Thesis |
| 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 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 | Development of an early alert model for COVID-19 pandemic situations Wang, Danqi |
Master Thesis |
| 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 |
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica
This list has been generated from the publication platform Fraunhofer-Publica