Fraunhofer-Institut für Algorithmen und Wissenschaftliches Rechnen SCAI| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 2022 | Genetics in parkinson’s disease: From better disease understanding to machine learning based precision medicine Aborageh, Mohamed; Krawitz, Peter; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2022 | Benchmarking table recognition performance on biomedical literature on neurological disorders Adams, Tim; Namysl, Marcin; Kodamullil, Alpha Tom; Behnke, Sven; Jacobs, Marc |
Zeitschriftenaufsatz Journal Article |
| 2022 | GenRisk: A tool for comprehensive genetic risk modeling Aldisi, R.; Hassanin, E.; Sivalingam, S.; Buness, A.; Klinkhammer, H.; Mayr, A.; Fröhlich, Holger; Krawitz, P.; Maj, C. |
Zeitschriftenaufsatz Journal Article |
| 2022 | ProtSTonKGs: A Sophisticated Transformer Trained on Protein Sequences, Text, and Knowledge Graphs Balabin, Helena; Hoyt, Charles Tapley; Gyori, Benjamin; Bachman, John; Tom Kodamullil, Alpha; Hofmann-Apitius, Martin; Domingo Fernández, Daniel |
Konferenzbeitrag Conference Paper |
| 2022 | STonKGs: A sophisticated transformer trained on biomedical text and knowledge graphs Balabin, Helena; Hoyt Tapley, Charles; Birkenbihl, Colin; Gyori, Benjamin; Bachman, John; Kodamullil, Alpha; Plöger, Paul; Hofmann-Apitius, Martin; Domingo-Fernández, Daniel |
Zeitschriftenaufsatz Journal Article |
| 2022 | Solving Stationary Gas Transport Problems with Compressors of Piston and Generic Type Baldin, Anton; Cassirer, Kläre; Clees, Tanja; Klaassen, Bernhard; Nikitin, Igor; Nikitina, Lialia; Pott, Sabine |
Konferenzbeitrag Conference Paper |
| 2022 | Principal component analysis in gas transport simulation Baldin, Anton; Cassirer, Kläre; Clees, Tanja; Klaassen, Bernhard; Nikitin, Igor; Nikitina, Lialia; Pott, Sabine |
Konferenzbeitrag Conference Paper |
| 2022 | Modeling and Sensitivity Analysis of Compressor Stations in Gas Transport Simulations Baldin, Anton; Cassirer, Kläre; Clees, Tanja; Klaassen, Bernhard; Nikitin, Igor; Nikitina, Lialia; Pott, Sabine |
Zeitschriftenaufsatz Journal Article |
| 2022 | Magnetohydrodynamics Modeling of Submerged Arc Furnace with MpCCI and ANSYS Bayrasy, Pascal; Afework Tesfahunegn, Yonatan; Magnusson, Thordur; Tangstad, Merete; Arnbjorg Saevarsdottir, Gudrun |
Konferenzbeitrag Conference Paper |
| 2022 | A metal hydride system for a forklift: Feasibility study on on-board chemical storage of hydrogen using numerical simulation Bedrunka, M.; Bornemann, N.; Steinebach, G.; Reith, Dirk |
Zeitschriftenaufsatz Journal Article |
| 2022 | Integrative analysis to identify shared mechanisms between schizophrenia and bipolar disorder and their comorbidities Bharadhwaj, Vinay Srinivas; Mubeen, Sarah; Sargsyan, Astghik; Jose, Geena Mariya; Geissler, Stefan; Hofmann-Apitius, Martin; Domingo Fernández, Daniel; Tom Kodamullil, Alpha |
Zeitschriftenaufsatz Journal Article |
| 2022 | Unraveling the heterogeneity in Alzheimer's disease progression across multiple cohorts and the implications for data-driven disease modeling Birkenbihl, Colin; Salimi, Yasamin; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2022 | Deep Neural Networks and PIDE Discretizations Bohn, Bastian; Griebel, Michael; Kannan, Dinesh |
Zeitschriftenaufsatz Journal Article |
| 2022 | Modeling approaches for early warning and monitoring of pandemic situations as well as decision support Botz, Jonas; Wang, Danqi; Lambert, Nicolas; Wagner, Nicolas; Génin, Marie; Thommes, Edward; Madan, Sumit; Coudeville, Laurent; Fröhlich, Holger |
Review |
| 2022 | Ein hybrider KI-Ansatz zur Modellierung und Prognose von Inzidenzwerten der COVID-19-Pandemie in Deutschland Braun, Christina |
Master Thesis |
| 2022 | dsMTL: a computational framework for privacy-preserving, distributed multi-task machine learning Cao, Han; Zhang, Youcheng; Baumbach, Jan; Burton, Paul R.; Dwyer, Dominic; Koutsouleris, Nikolaos; Matschinske, Julian; Marcon, Yannick; Rajan, Sivanesan; Rieg, Thilo; Ryser-Welch, Patricia; Späth, Julian; Herrmann, Carl; Schwarz, Emanuel |
Zeitschriftenaufsatz Journal Article |
| 2022 | Contingency analysis for gas transport networks with hydrogen injection Clees, Tanja |
Zeitschriftenaufsatz Journal Article |
| 2022 | An Analysis of the Influence of Noneffective Instructions in Linear Genetic Programming Dal Piccol Sotto, Léo Francoso; Rothlauf, Franz; Veloso de Melo, Vinícius; Basgalupp, Márcio Porto |
Zeitschriftenaufsatz Journal Article |
| 2022 | Ten quick tips for biomarker discovery and validation analyses using machine learning Diaz-Uriarte, Ramon; Lope, Elisa Gómez de; Giugno, Rosalba; Fröhlich, Holger; Nazarov, Petr V.; Nepomuceno-Chamorro, Isabel A.; Rauschenberger, Armin; Glaab, Enrico |
Zeitschriftenaufsatz Journal Article |
| 2022 | Spirals in Periodic Tilings Duero, Jessa Camille; Klaassen, Bernhard; Santos, Rovin |
Zeitschriftenaufsatz Journal Article |
| 2022 | Context mining and graph queries on giant biomedical knowledge graphs Dörpinghaus, J.; Stefan, Andreas; Schultz, Bruce; Jacobs, Marc |
Zeitschriftenaufsatz Journal Article |
| 2022 | Semantic Graph Queries on Linked Data in Knowledge Graphs Dörpinghaus, J.; Stefan, A. |
Konferenzbeitrag Conference Paper |
| 2022 | Pre-pregnancy check-up of maternal vascular status and associated phenotype is crucial for the health of mother and offspring Evsevieva, Maria; Sergeeva, Oksana; Mazurakova, Alena; Koklesova, Lenka; Prokhorenko-Kolomoytseva, Irina; Shchetinin, Evgenij; Birkenbihl, Colin; Costigliola, Vincenzo; Kubatka, Peter; Golubnitschaja, Olga |
Zeitschriftenaufsatz Journal Article |
| 2022 | The pole balancing problem from the viewpoint of system flexibility Francoso Dal Piccol Sotto, Leo; Mayer, Sebastian; Garcke, Jochen |
Konferenzbeitrag Conference Paper |
| 2022 | Bachelor's Program "Sustainable Engineering" at Bonn-Rhein-Sieg University of Applied Sciences: Development, Concept and Practical Experience Franke, Dieter; Meilinger, Stefanie; Groß, Iris; Reith, Dirk |
Aufsatz in Buch Book Article |
| 2022 | Leveraging the Potential of Digital Technology for Better Individualized Treatment of Parkinson's Disease Fröhlich, Holger; Bontridder, Noémi; Petrovska-Delacréta, Dijana; Glaab, Enrico; Kluge, Felix; El Yacoubi, Mounim; Marín Valero, Mayca; Corvol, Jean-Christophe; Eskofier, Bjoern; Gyseghem, Jean-Marc van; Lehericy, Stepháne; Winkler, Jürgen; Klucken, Jochen |
Zeitschriftenaufsatz Journal Article |
| 2022 | Knowledge-Based Adaptation of Product and Process Design in Blisk Manufacturing Ganser, Philipp; Landwehr, Markus; Schiller, Sven; Vahl, Christopher; Mayer, Sebastian; Bergs, Thomas |
Zeitschriftenaufsatz Journal Article |
| 2022 | Identifying similarities and exceptions in deformations and mesh functions - Comparing many simulation results automatically Garcke, Jochen; Iza Teran, Victor Rodrigo; Pathare, Mandar Satyanath; Steffes-lai, Daniela; Schwanitz, P. |
Konferenzbeitrag Conference Paper |
| 2022 | Sparse Tensor Product Approximation for a Class of Generalized Method of Moments Estimators Gilch, A.; Griebel, Michael; Oettershagen, J. |
Zeitschriftenaufsatz Journal Article |
| 2022 | Deconstructing and Approaching Heterogeneities in the Biomedical Field via Computational Modeling Golriz Khatami, Sepehr |
Dissertation Doctoral Thesis |
| 2022 | Comparison and aggregation of event sequences across ten cohorts to describe the consensus biomarker evolution in Alzheimer's disease Golriz Khatami, Sepehr; Salimi, Yasamin; Hofmann-Apitius, Martin; Oxtoby, N.P.; Birkenbihl, Colin |
Zeitschriftenaufsatz Journal Article |
| 2022 | Low-rank approximation of continuous functions in Sobolev spaces with dominating mixed smoothness Griebel, Michael; Harbrecht, Helmut; Schneider, Reinhold |
Paper |
| 2022 | Autonomous Linear Solver Control to Improve Performance of Simulations Gries, Sebastian |
Konferenzbeitrag Conference Paper |
| 2022 | Initial Crystallization Effects in Coarse-Grained Polyethylene Systems After Uni- and Biaxial Stretching in Blow-Molding Cooling Scenarios Grommes, Dirk; Schenk, Martin R.; Bruch, Olaf; Reith, Dirk |
Zeitschriftenaufsatz Journal Article |
| 2022 | Self-reliant peer teaching as an additional dimension of university-level education for high potentials Gross, Iris; Malschutzky, Michael; Held, Tobias; Behrendt, Jan; Rothgen, Daniel; Grein, Martina; Reith, Dirk |
Konferenzbeitrag Conference Paper |
| 2022 | Explorative In-situ Analysis of Turbulent Flow Data Based on a Data-Driven Approach Gscheidle, Christian; Garcke, Jochen |
Konferenzbeitrag Conference Paper |
| 2022 | Editorial: Digital Innovation and Data-Driven Research in Neurodegenerative Diseases Gu, W.; Rong, P.; Hofmann-Apitius, Martin; Satagopam, V. |
Editorial |
| 2022 | Disease-Symptom Relation Extraction from Biomedical Textual Content Gökay, Uzay |
Master Thesis |
| 2022 | Transfer Learning using Spectral Convolutional Autoencoders on Semi-Regular Surface Meshes Hahner, Sara; Kerkhoff, Felix; Garcke, Jochen |
Paper |
| 2022 | Transfer Learning Using Spectral Convolutional Autoencoders on Semi-Regular Surface Meshes Hahner, Sara; Kerkhoff, Felix; Garcke, Jochen |
Paper |
| 2022 | Mesh Convolutional Autoencoder for Semi-Regular Meshes of Different Sizes Hahner, Sara; Garcke, Jochen |
Konferenzbeitrag Conference Paper |
| 2022 | Wasserstoffinfrastrukturen - Netze und Speicher Herrmann, Ulrike; Pieton, Natalia; Pfluger, Benjamin; Alms, Katharina; Kneiske, Tanja Manuela; Voglstätter, Christopher; Klaassen, Bernhard; Burlacu, Robert; Martin, Alexander; Gerloff, Björn Ole |
Aufsatz in Buch Book Article |
| 2022 | Improved Implementation of Material Behaviour Change due to Bake Hardening in the Simulation of the Process Chain Hofmann, M.; Oeckerath, Andre; Wallmersperger, T.; Wolf, Klaus |
Zeitschriftenaufsatz Journal Article |
| 2022 | Unifying the identification of biomedical entities with the Bioregistry Hoyt, Charles; Balk, Meghan; Callahan, Tiffany J.; Domingo Fernández, Daniel; Haendel, Melissa A.; Hegde, Harshad B.; Himmelstein, Daniel S.; Karis, Klas; Kunze, John; Lubiana, Tiago; Matentzoglu, Nicolas; McMurry, Julie; Moxon, Sierra; Mungall, Christopher J.; Rutz, Adriano; Unni, Deepak; Willighagen, Egon; Winston, Donald; Gyori, Benjamin |
Zeitschriftenaufsatz Journal Article |
| 2022 | Werkstoffmodelle und Kennwertermittlung für die industrielle Anwendung der Umform- und Crash-Simulation unter Berücksichtigung der thermischen Behandlungen beim Lackieren im Prozess bei hochfesten Werkstoffen Hunkel, Martin; Oeckerath, Andre; Hofmann, Martin |
Bericht Report |
| 2022 | Graph-based genetic programming Kalkreuth, Roman; Francoso Dal Piccol Sotto, Leo; Vašíček, Zdeněk |
Konferenzbeitrag Conference Paper |
| 2022 | Integration and Application of Quantitative Data in Knowledge Graphs Keller, Marie |
Master Thesis |
| 2022 | Forcing nonperiodic tilings with one tile using a seed Klaassen, Bernhard |
Zeitschriftenaufsatz Journal Article |
| 2022 | A hybrid approach for identifying drug repurposing candidates and their mechanisms Lage-Rupprecht, Vanessa; Schultz, Bruce; Namysl, Marcin |
Zeitschriftenaufsatz Journal Article |
| 2022 | A hybrid approach unveils drug repurposing candidates targeting an Alzheimer pathophysiology mechanism Lage-Rupprecht, Vanessa; Schultz, Bruce; Dick, Justus; Namysl, Marcin; Zaliani, Andrea; Gebel, Stephan; Pless, Ole; Reinshagen, Jeanette; Ellinger, Bernhard; Ebeling, Christian; Esser, Alexander; Jacobs, Marc; Claussen, Carsten; Hofmann-Apitius, Martin |
Zeitschriftenaufsatz Journal Article |
| 2022 | Critical assessment of transformer-based AI models for German clinical notes Lentzen, Manuel; Madan, Sumit; Lage-Rupprecht, Vanessa; Kühnel, Lisa; Fluck, Juliane; Jacobs, Marc; Mittermaier, Mirja; Witzenrath, Martin; Brunecker, Peter; Hofmann-Apitius, Martin; Weber, Joachim; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2022 | Modeling of Huntington Disease Trajectories with Artificial Intelligence Methods Li, Zexin |
Master Thesis |
| 2022 | Accurate prediction of virus-host protein-protein interactions via a Siamese neural network using deep protein sequence embeddings Madan, Sumit; Demina, Victoria; Stapf, Marcus; Ernst, Oliver; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2022 | Deep Learning-based Detection of Psychiatric Attributes from German Mental Health Records Madan, Sumit; Zimmer, Fabian Julius; Balabin, Helena; Schaaf, Sebastian; Fröhlich, Holger; Fluck, Juliane; Neuner, Irene; Mathiak, Klaus; Hofmann-Apitius, Martin; Sarkheil, Pegah |
Zeitschriftenaufsatz Journal Article |
| 2022 | Correction to: Entropy Numbers of Finite Dimensional Mixed-Norm Balls and Function Space Embeddings with Small Mixed Smoothness (Constructive Approximation, (2021), 53, 2, (249-279), 10.1007/s00365-020-09510-5) Mayer, Sebastian; Ullrich, T. |
Erratum |
| 2022 | On the influence of several factors on pathway enrichment analysis Mubeen, Sarah; Tom Kodamullil, Alpha; Hofmann-Apitius, Martin; Domingo Fernández, Daniel |
Review |
| 2022 | Exploring the Complex Network of Heme-Triggered Effects on the Blood Coagulation System Mubeen, Sarah; Domingo Fernández, Daniel; Diaz del Ser, Sara; Solanki, Dhwani; Tom Kodamullil, Alpha; Hofmann-Apitius, Martin; Hopp, Marie-T.; Imhof, Diana |
Zeitschriftenaufsatz Journal Article |
| 2022 | GuiltyTargets: Prioritization of Novel Therapeutic Targets with Network Representation Learning Muslu, Özlem; Hoyt, Charles Tapley; Lacerda, Mauricio Pio de; Hofmann-Apitius, Martin; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2022 | Quantum Feature Selection Mücke, Sascha; Heese, Raoul; Müller, Sabine; Wolter, Moritz; Piatkowski, Nico |
Paper |
| 2022 | Automatische Prüfung von Carbonfaser-Tape-Gelegen zur Überführung in den digitalen Zwilling Oswald, Jan; Jungmann, Christian; Rick, Rainer; Summa, Jannik; Rabe, Ute; Koster, Dirk; Pudovikov, Sergey; Herrmann, Hans-Georg; Link, Tobias; Schlimper, Ralf; Wolf, Klaus |
Konferenzbeitrag Conference Paper |
| 2022 | Graph Modeling in Computer Assisted Automotive Development Pakiman, Anahita; Garcke, Jochen |
Paper |
| 2022 | Graph Modeling in Computer Assisted Automotive Development Pakiman, Anahita; Garcke, Jochen |
Konferenzbeitrag Conference Paper |
| 2022 | Elucidating gene expression patterns across multiple biological contexts through a large-scale investigation of transcriptomic datasets Queiroz Figueiredo, Rebeca; Diaz del Ser, Sara; Raschka, Tamara; Hofmann-Apitius, Martin; Tom Kodamullil, Alpha; Mubeen, Sarah; Domingo Fernández, Daniel |
Zeitschriftenaufsatz Journal Article |
| 2022 | How self-reliant Peer Teaching can be set up to augment learning outcomes for university learners Reith, Dirk; Grein, Martina; Rothgen, Daniel; Behrendt, Jan; Held, Tobias; Malschutzky, Michael; Gross, Iris |
Konferenzbeitrag Conference Paper |
| 2022 | Rescue of the increased susceptibility to Mild Chronic Oxidative Stress of iNeurons carrying the MAPT Chromosome 17q21.3 H1/H1 risk allele by FDA-approved compounds Sadikoglou, E.; Domingo Fernández, Daniel; Savytska, N.; Fernandez, N.; Rizzu, P.; Illarionova, A.; Strauß, T.; Schwarz, S.; Tom Kodamullil, Alpha; Höglinger, G.; Dhingra, A.; Heutink, P. |
Paper |
| 2022 | ADataViewer: exploring semantically harmonized Alzheimer’s disease cohort datasets Salimi, Yasamin; Domingo Fernández, Daniel; Bobis-Álvarez, Carlos; Hofmann-Apitius, Martin; Birkenbihl, Colin |
Zeitschriftenaufsatz Journal Article |
| 2022 | Classification, Annotation and Mapping of tables in biomedical literature Schmalenstroer, Lara |
Master Thesis |
| 2022 | Autophagy cause-and-effect model generation and its application in the field of Alzheimer’s disease Schumacher, Katrin |
Bachelor Thesis |
| 2022 | A Dimension-adaptive Combination Technique for Uncertainty Quantification Seidler, Uta; Griebel, Michael |
Paper |
| 2022 | Drug Repurposing & Adverse Event Prediction through EHR Knowledge Graph Completion Sharma, Jayant |
Master Thesis |
| 2022 | Optimizing Lennard-Jones parameters by coupling single molecule and ensemble target data Strickstrock, Robin; Huelsmann, Marco; Reith, Dirk; Kirschner, Karl |
Zeitschriftenaufsatz Journal Article |
| 2022 | Causal deep learning models for studying the Earth system: soil moisture-precipitation coupling in ERA5 data across Europe Tesch, Tobias; Kollet, Stefan; Garcke, Jochen |
Paper |
| 2022 | Canonical convolutional neural networks Veeramecheneni, Lokesh; Wolter, Moritz; Klein, Reinhard; Garcke, Jochen |
Konferenzbeitrag Conference Paper |
| 2022 | Detecting adverse drug reactions in social media texts with transformer models Wegner, Philipp |
Master Thesis |
| 2022 | Common data model for COVID-19 datasets Wegner, Philipp; Jose, Geena Mariya; Lage-Rupprecht, Vanessa; Golriz Khatami, Sepehr; Zhang, Bide; Springstubbe, Stephan; Jacobs, Marc; Linden, Thomas; Ku, Cindy; Schultz, Bruce; Hofmann-Apitius, Martin; Tom Kodamullil, Alpha |
Zeitschriftenaufsatz Journal Article |
| 2022 | Integrative data semantics through a model-enabled data stewardship Wegner, Philipp; Schaaf, Sebastian; Uebachs, M.; Domingo Fernández, Daniel; Salimi, Yasamin; Gebel, Stephan; Sargsyan, Astghik; Birkenbihl, Colin; Springstubbe, Stephan; Klockgether, T.; Fluck, Juliane; Hofmann-Apitius, Martin; Tom Kodamullil, Alpha |
Zeitschriftenaufsatz Journal Article |
| 2022 | Generation of realistic synthetic data using Multimodal Neural Ordinary Differential Equations Wendland, Philipp Johannes; Birkenbihl, Colin; Gomez-Freixa, Marc; Sood, Meemansa; Kschischo, Maik; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2022 | Wavelet-packets for deepfake image analysis and detection Wolter, Moritz; Blanke, Felix; Heese, Raoul; Garcke, Jochen |
Zeitschriftenaufsatz Journal Article |
| 2022 | Standards Ziegler, Wolfgang |
Aufsatz in Buch Book Article |
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica
This list has been generated from the publication platform Fraunhofer-Publica