Fachpublikationen 2022

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 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 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 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 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 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 Transfer Learning Using Spectral Convolutional Autoencoders on Semi-Regular Surface Meshes
Hahner, Sara; Kerkhoff, Felix; Garcke, Jochen
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 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 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 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 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 Standards
Wolfgang Ziegler
Aufsatz in Buch
Book Article
2022 Wavelet-packets for deepfake image analysis and detection
Wolter, Moritz; Blanke, Felix; Heese, Raoul; Garcke, Jochen
Zeitschriftenaufsatz
Journal Article
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica

This list has been generated from the publication platform Fraunhofer-Publica

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