Fraunhofer-Institut für Algorithmen und Wissenschaftliches Rechnen SCAI| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 2021 | Virtual Connectomic Datasets in Alzheimer's Disease and Aging Using Whole-Brain Network Dynamics Modelling Arbabyazd, L.; Shen, K.; Wang, Z.; Hofmann-Apitius, M.; Ritter, P.; McIntosh, A.R.; Battaglia, D.; Jirsa, V. |
Zeitschriftenaufsatz Journal Article |
| 2021 | Smart Automatic Configurator for Fast and Robust Fluid Structure Interaction Co-Simulations Arjmandi, Hamid; Padmanabhan, Deepan |
Konferenzbeitrag Conference Paper |
| 2021 | AdvWarp: A Transformation Algorithm for Advanced Modeling of Gas Compressors and Drives Baldin, Anton; Cassirer, K.; Clees, Tanja; Klaassen, B.; Nikitin, I.; Nikitina, L.; Pott, S. |
Konferenzbeitrag Conference Paper |
| 2021 | Untersuchung eines Power-to-Gas Simulationsmodells auf Stabilität und Geschwindigkeit Bareeev-Rudy, Michael |
Master Thesis |
| 2021 | Rapid Prescreening of Organic Compounds for Redox Flow Batteries: A Graph Convolutional Network for Predicting Reaction Enthalpies from SMILES Barker, James; Berg, Laura-Sophie; Hamaekers, Jan; Maass, Astrid |
Zeitschriftenaufsatz Journal Article |
| 2021 | Reaction behavior modeling of metal hydride based on FeTiMn using numerical simulations Bedrunka, Mario Christopher; Bornemann, Nils; Steinebach, Gerd; Reith, Dirk |
Paper |
| 2021 | Lettuce: PyTorch-Based Lattice Boltzmann Framework Bedrunka, Mario Christopher; Wilde, Dominik; Kliemank, Martin; Reith, Dirk; Foysi, Holger; Krämer, Andreas |
Konferenzbeitrag Conference Paper |
| 2021 | CLEP: A hybrid data- and knowledge-driven framework for generating patient representations Bharadhwaj, Vinay Srinivas; Ali, Mehdi; Birkenbihl, Colin; Mubeen, Sarah; Lehmann, Jens; Hofmann-Apitius, Martin; Hoyt, Charles Tapley; Domingo-Fernández, Daniel |
Zeitschriftenaufsatz Journal Article |
| 2021 | ANMerge: A Comprehensive and Accessible Alzheimer's Disease Patient-Level Dataset Birkenbihl, Colin; Westwood, Sarah; Shi, Liu; Nevado-Holgado, Alejo; Westman, Eric; Lovestone, Simon; Hofmann-Apitius, Martin |
Zeitschriftenaufsatz Journal Article |
| 2021 | Predictive analytics in quality assurance for assembly processes: lessons learned from a case study at an industry 4.0 demonstration cell Burggräf, Peter; Wagner, Johannes; Heinbach, Benjamin; Steimnberg, Fabian; Pèrez M., Alejandro R.; Schmallenbach, Lennart; Garcke, Jochen; Steffes-lai, Daniela; Wolter, Moritz |
Zeitschriftenaufsatz Journal Article |
| 2021 | Predictive analytics in quality assurance for assembly processes: Lessons learned from a case study at an industry 4.0 demonstration cell Burggräf, Peter; Wagner, Johannes; Heinbach, Benjamin; Steinberg, Fabian; Pérez M., Alejandro R.; Schmallenbach, Lennart; Garcke, Jochen; Steffes-lai, Daniela; Wolter, Moritz |
Zeitschriftenaufsatz Journal Article |
| 2021 | MathEnergy - Mathematical Key Technologies for Evolving Energy Grids Clees, Tanja; Baldin, Anton; Benner, Peter; Grundel, Sara; Himpe, Christian; Klaassen, Bernhard; Küsters, Ferdinand; Marheineke, Nicole; Nikitina, Lialia; Nikitin, Igor; Pade, Jonas; Stahl, Nadine; Strohm, Christian; Tischendorf, Caren; Wirsen, Andreas |
Aufsatz in Buch Book Article |
| 2021 | Statistical and Principal Component Analysis in the Design of Alkaline Methanol Fuel Cells Clees, Tanja; Klaassen, Bernhard; Nikitin, Igor; Nikitina, Lialia; Pott, Sabine |
Konferenzbeitrag Conference Paper |
| 2021 | Efficient method for simulation of long-distance gas transport networks with large amounts of hydrogen injection Clees, Tanja; Baldin, Anton; Klaassen, Bernhard; Nikitina, Lialia; Nikitin, Igor; Spelten, Philipp |
Zeitschriftenaufsatz Journal Article |
| 2021 | Graph representations in genetic programming Dal Piccol Sotto, Léo Francoso; Kaufmann, Paul; Atkinson, Timothy; Kalkreuth, Roman; Basgalupp, Márcio Porto |
Zeitschriftenaufsatz Journal Article |
| 2021 | Fault Detection in Uni-Directional Tape Production Using Image Processing Devagekar, S.; Delforouzi, A.; Plöger, P.G. |
Konferenzbeitrag Conference Paper |
| 2021 | Image Based Quality Control in Thermoplastic Composite. Production using Deep Transfer Learning Devagekar, Somesh |
Master Thesis |
| 2021 | COVID-19 Knowledge Graph: A computable, multi-modal, cause-and-effect knowledge model of COVID-19 pathophysiology Domingo-Fernández, Daniel; Baksi, Shounak; Schultz, Bruce; Gadiya, Yojana; Kark, Reagon; Raschka, Tamara; Ebeling, Christian; Hofmann-Apitius, Martin; Kodamullil, Alpha Tom |
Zeitschriftenaufsatz Journal Article |
| 2021 | An efficient approach towards the generation and analysis of interoperable clinical data in a knowledge graph Dörpinghaus, J.; Weil, V.; Schaaf, S.; Hübenthal, T. |
Konferenzbeitrag Conference Paper |
| 2021 | Utilizing Minimum Set-Cover Structures with Several Constraints for Knowledge Discovery on Large Literature Databases Dörpinghaus, J.; Düing, C.; Weil, V. |
Konferenzbeitrag Conference Paper |
| 2021 | Calibration of the Heston stochastic local volatility model: A finite volume scheme Engelmann, Bernd; Koster, Frank; Oeltz, Daniel |
Zeitschriftenaufsatz Journal Article |
| 2021 | Towards a global investigation of transcriptomic signatures through co-expression networks and pathway knowledge for the identification of disease mechanisms Figueiredo, Rebeca Quiroz; Raschka, Tamara; Kodamullil, Alpha Tom; Hofmann-Apitius, Martin; Mubeen, Sarah; Domingo-Fernández, Daniel |
Zeitschriftenaufsatz Journal Article |
| 2021 | Automatic Fluid Edge Tracking in a Shaking Aquarium Firouzi, Payam |
Master Thesis |
| 2021 | NFDI4Health - Nationale Forschungsdateninfrastruktur für personenbezogene Gesundheitsdaten Fluck, J.; Lindstädt, B.; Ahrens, W.; Beyan, O.; Buchner, B.; Darms, J.; Depping, R.; Dierkes, J.; Neuhausen, H.; Müller, W.; Zeeb, H.; Golebiewski, M.; Löffler, M.; Löbe, M.; Meineke, F.; Klammt, S.; Fröhlich, Holger; Hahn, H.; Schulze, M.; Pischon, T.; Nöthlings, U.; Sax, U.; Kusch, H.; Grabenhenrich, L.; Schmidt, C.O.; Waltemath, D.; Semler, S.; Gehrke, J.; Kirsten, T.; Praßer, F.; Thun, S.; Wieler, L.; Pigeot, I. |
Zeitschriftenaufsatz Journal Article |
| 2021 | Knowledge-based adaptation of product and process design in blisk manufacturing Ganser, P.; Landwehr, M.; Schiller, S.; Vahl, C.; Mayer, S.; Bergs, T. |
Konferenzbeitrag Conference Paper |
| 2021 | A Systems Biology Approach for Hypothesizing the Effect of Genetic Variants on Neuroimaging Features in Alzheimer's Disease Golriz Khatami, Sepehr; Domingo-Fernandez, D.; Mubeen, S.; Hoyt, C.T.; Robinson, C.; Karki, R.; Iyappan, A.; Kodamullil, A.T.; Hofmann-Apitius, M. |
Zeitschriftenaufsatz Journal Article |
| 2021 | Caution, "normal" BMI: Health risks associated with potentially masked individual underweight - EPMA Position Paper 2021 Golubnitschaja, Olga; Liskova, A.; Koklesova, L.; Samec, M.; Biringer, K.; Büsselberg, D.; Podbielska, H.; Kunin, A.A.; Evsevyeva, M.E.; Shapira, N.; Paul, F.; Erb, C.; Dietrich, D.E.; Felbel, D.; Karabatsiakis, A.; Bubnov, R.; Polivka, J.; Polivka, J.; Birkenbihl, Colin; Fröhlich, Holger; Hofmann-Apitius, M.; Kubatka, P. |
Zeitschriftenaufsatz Journal Article |
| 2021 | Generalized Sparse Grid Interpolation Based on the Fast Discrete Fourier Transform Griebel, Michael; Hamaekers, Jan |
Konferenzbeitrag Conference Paper |
| 2021 | Investigation of Crystallization and Relaxation Effects in Coarse-Grained Polyethylene Systems after Uniaxial Stretching Grommes, Dirk; Schenk, Martin R.; Bruch, Olaf; Reith, Dirk |
Zeitschriftenaufsatz Journal Article |
| 2021 | VMAP enabling interoperability in integrated CAE simulation workflows Gulati, Priyanka; Wolf, Klaus; Oeckerath, Andre |
Konferenzbeitrag Conference Paper |
| 2021 | Converting disease maps into heavyweight ontologies: General methodology and application to Alzheimer's disease Henry, V.; Moszer, I.; Dameron, O.; Vila Xicota, L.; Dubois, B.; Potier, M.-C.; Hofmann-Apitius, M.; Colliot, O. |
Zeitschriftenaufsatz Journal Article |
| 2021 | Abgleich von Experiment und Simulation eines Lamellenventils bezüglich der Fluid-Struktur-Interaktion Hentschel, Andreas |
Master Thesis |
| 2021 | Linking COVID-19 and Heme-Driven Pathophysiologies: A Combined Computational-Experimental Approach Hopp, Marie-Thérèse; Domingo-Fernández, Daniel; Gadiya, Yojana; Detzel, Milena; Graf, Regina; Schmalohr Benjamin; Kodamullil, Alpha Tom; Imhof, Diana; Hofmann-Apitius, Martin |
Zeitschriftenaufsatz Journal Article |
| 2021 | Towards realizing the vision of precision medicine: AI based prediction of clinical drug response Jong, Johann de; Cutcutache, Ioana; Page, Matthew; Elmoufti, Sami; Dilley, Cynthia; Fröhlich, Holger; Armstrong, Martin |
Zeitschriftenaufsatz Journal Article |
| 2021 | Using predictive machine learning models for drug response simulation by calibrating patient-specific pathway signatures Khatami, Sepehr Golriz; Mubeen, Sarah; Bharadhwaj, Vinay; Kodamullil, Alpha; Hofmann-Apitius, Martin; Domingo-Fernández, Daniel |
Zeitschriftenaufsatz Journal Article |
| 2021 | Is the Spiral Effect Psychological? Klaassen, Bernhard |
Paper |
| 2021 | Inlinetauglichkeit von zerstörungsfreien Prüfmethoden für den digitalen Zwilling von thermoplastischen Carbonfaser-Tapes Koster, Dirk; Summa, Jannik; Jungmann, Christian; Rabe, Ute; Herrmann, Hans-Georg; Link, Tobias; John, Marianne; Nagel, Frank; Schlimper, Ralf; Delforouzi, Ahmad; Roggenbuck, Josef; Wolf, Klaus |
Konferenzbeitrag Conference Paper |
| 2021 | COVID-19 preVIEW: Semantic Search to Explore COVID-19 Research Preprints Langnickel, L.; Baum, R.; Darms, J.; Madan, S.; Fluck, J. |
Konferenzbeitrag Conference Paper |
| 2021 | Information extraction from german clinical care documents in context of Alzheimer's disease Langnickel, Lisa; Krockauer, Kilian; Uebachs, Mischa; Schaaf, Sebastian; Madan, Sumit; Klockgether, Thomas; Fluck, Juliane |
Zeitschriftenaufsatz Journal Article |
| 2021 | An Explainable Multimodal Neural Network Architecture for Predicting Epilepsy Comorbidities Based on Administrative Claims Data Linden, Thoma; Jong, J. de; Lu, C.; Kiri, V.; Haeffs, K.; Fröhlich, H. |
Zeitschriftenaufsatz Journal Article |
| 2021 | Machine Learning Based Prediction of COVID-19 Mortality Suggests Repositioning of Anticancer Drug for Treating Severe Cases Linden, Thomas; Hanses, Frank; Domingo-Fernández, Daniel; DeLong, Lauren Nicole; Kodamullil, Alpha Tom; Schneider, Jochen; Vehreschild, Maria J.G.T.; Lanznaster, Julia; Ruethrich, Maria Madeleine; Borgmann, Stefan; Hower, Martin; Wille, Kai; Feldt, Torsten; Rieg, Siegbert; Hertenstein, Bernd; Wyen, Christoph; Roemmele, Christoph; Vehreschild, Jörg Janne; Jakob, Carolin E. M.; Stecher, Melanie; Kuzikov, Maria; Zaliani, Andrea; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2021 | MultiPaths. A python framework for analyzing multi-layer biological networks using diffusion algorithms Marín-Llaó, Josep; Mubeen, Sarah; Perera-Lluna, Alexandre; Hofmann-Apitius, Martin; Picart-Armada, Sergio; Domingo-Fernández, Daniel |
Zeitschriftenaufsatz Journal Article |
| 2021 | Entropy Numbers of Finite Dimensional Mixed-Norm Balls and Function Space Embeddings with Small Mixed Smoothness Mayer, S.; Ullrich, T. |
Zeitschriftenaufsatz Journal Article |
| 2021 | A digital twin for lightweight thermoplastic composite part production Meyer, Morten-Christian; Delforouzi, Ahmad; Schlimper, Ralf; John, Marianne; Link, Tobias; Koster, Dirk; Summa, Jannik; Krauß, Constantin |
Konferenzbeitrag Conference Paper |
| 2021 | DecoPath: A web application for decoding pathway enrichment analysis Mubeen, Sarah; Bharadhwaj, Vinay; Gadiya, Yojana; Hofmann-Apitius, Martin; Kodamullil, Alpha; Domingo-Fernández, Daniel |
Zeitschriftenaufsatz Journal Article |
| 2021 | Remote monitoring technologies in Alzheimer's disease: Design of the RADAR-AD study Muurling, M.; Boer, C. de; Kozak, R.; Religa, D.; Koychev, I.; Verheij, H.; Nies, V.J.M.; Duyndam, A.; Sood, M.; Fröhlich, H.; Hannesdottir, K.; Erdemli, G.; Lucivero, F.; Lancaster, C.; Hinds, C.; Stravopoulos, T.G.; Nikolopoulos, S.; Kompatsiaris, I.; Manyakov, N.V.; Owens, A.P.; Narayan, V.A.; Aarsland, D.; Visser, P.J. |
Zeitschriftenaufsatz Journal Article |
| 2021 | SEEDS: Data driven inference of structural model errors and unknown inputs for dynamic systems biology Newmiwaka, Tobias; Engelhardt, Benjamin; Wendland, Philipp; Kahl, Dominik; Fröhlich, Holger; Kschischo, Maik |
Zeitschriftenaufsatz Journal Article |
| 2021 | On dark stars, galactic rotation curves and fast radio bursts Nikitin, I. |
Konferenzbeitrag Conference Paper |
| 2021 | Mathematical modeling and visualization of topologically non-trivial solutions in general relativity Nikitin, I. |
Konferenzbeitrag Conference Paper |
| 2021 | Konzeptfindung und Untersuchung der Anwendung neuronaler Netze zur Modellreduktion am Beispiel eines hydraulischen Kupplungsaktivierungssystems Riske, Manuel |
Master Thesis |
| 2021 | 3D-Printed Replica and Porcine Explants for Pre-Clinical Optimization of Endoscopic Tumor Treatment by Magnetic Targeting Roeth, Anjali A.; Garretson, Ian; Beltz, Maja; Herbold, Till; Schulze-Hagen, Maximilian; Quaisser, Sebastian; Georgens, Alex; Reith, Dirk; Slabu, Ioana; Klink, Christian D.; Neumann, Ulf P.; Linke, Barbara S. |
Zeitschriftenaufsatz Journal Article |
| 2021 | Modellierung und Simulation eines Blockheizkraftwerkes mit seinen einzelnen Komponenten in Matlab/Simulink mit anschließender Validierung durch reale Testfälle Schiffer, Barbara |
Master Thesis |
| 2021 | COVID-19-Forschungsdaten leichter zugänglich machen - Aufbau einer bundesweiten Informationsinfrastruktur Schmidt, C.O.; Fluck, J.; Golebiewski, M.; Grabenhenrich, L.; Hahn, H.; Kirsten, T.; Klammt, S.; Löbe, M.; Sax, U.; Thun, S.; Pigeot, I. |
Zeitschriftenaufsatz Journal Article |
| 2021 | A method for the rational selection of drug repurposing candidates from multimodal knowledge harmonization Schultz, B.; Zaliani, A.; Ebeling, C.; Reinshagen, J.; Bojkova, D.; Lage-Rupprecht, V.; Karki, R.; Lukassen, S.; Gadiya, Y.; Ravindra, N.G.; Das, S.; Baksi, S.; Domingo-Fernandez, D.; Lentzen, M.; Strivens, M.; Raschka, T.; Cinatl, J.; DeLong, L.N.; Gribbon, P.; Geisslinger, G.; Ciesek, S.; Dijk, D. van; Gardner, S.; Kodamullil, A.T.; Fröhlich, H.; Peitsch, M.; Jacobs, M.; Hoeng, J.; Eils, R.; Claussen, C.; Hofmann-Apitius, M. |
Zeitschriftenaufsatz Journal Article |
| 2021 | Identifying multimodal signatures underlying the somatic comorbidity of psychosis: The COMMITMENT roadmap Schwarz, Emanuel; Alnæs, Dag; Andreassen, Ole A.; Cao, Han; Chen, Junfang; Degenhardt, Franziska; Doncevic, Daria; Dwyer, Dominic; Eils, Roland; Erdmann, Jeanette; Herrmann, Carl; Hofmann-Apitius, Martin; Kaufmann, Tobias; Koutsouleris, Nikolaos; Kodamullil, Alpha Tom; Khuntia, Adyasha; Mucha, Sören; Nöthen, Markus M.; Paul, Riya; Pedersen, Mads L.; Quintero, Andres; Schunkert, Heribert; Sharma, Ashwini; Tost, Heike; Westlye, Lars T.; Zhang, Youcheng; Meyer-Lindenberg, Andreas |
Editorial |
| 2021 | Bridging the Gap Between Product and Simulation Data Management Spelten, Philipp Christoph |
Bachelor Thesis |
| 2021 | Bridging Scales in Alzheimer's Disease: Biological Framework for Brain Simulation With The Virtual Brain Stefanovski, L.; Meier, J.M.; Pai, R.K.; Triebkorn, P.; Lett, T.; Martin, L.; Bülau, K.; Hofmann-Apitius, M.; Solodkin, A.; McIntosh, A.R.; Ritter, P. |
Review |
| 2021 | Zerstörungsfreie Prüfmethoden zur Merkmalsextraktion für den digitalen Zwilling der Thermoplast-Composite Wertschöpfungskette Summa, Jannik; Rabe, Ute; Pudovikov, Sergey; Jungmann, Christian; Koster, Dirk; Herrmann, Hans-Georg; Link, Tobias; John, Marianne; Nagel, Frank; Schlimper, Ralf; Delforouzi, Ahmad; Roggenbuck, Josef; Wolf, Klaus |
Konferenzbeitrag Conference Paper |
| 2021 | Pure Functions in C: A Small Keyword for Automatic Parallelization Süß, T.; Nagel, L.; Vef, M.-A.; Brinkmann, A.; Feld, D.; Soddemann, T. |
Zeitschriftenaufsatz Journal Article |
| 2021 | Variant Approach for Identifying Spurious Relations that Deep Learning Models Learn Tesch, Tobias; Kollert, Stefan; Garcke, Jochen |
Zeitschriftenaufsatz Journal Article |
| 2021 | Modelling and Analysis of Automobile Simulations using Knowledge Graphs Thakur, Shramana |
Master Thesis |
| 2021 | Cubature rules for weakly and fully compressible off-lattice Boltzmann methods Wilde, D.; Krämer, A.; Bedrunka, M.; Reith, Dirk; Foysi, H. |
Zeitschriftenaufsatz Journal Article |
| 2021 | High-order semi-Lagrangian kinetic scheme for compressible turbulence Wilde, D.; Krämer, A.; Reith, Dirk; Foysi, H. |
Zeitschriftenaufsatz Journal Article |
| 2021 | Deletion of Alzheimer's disease-associated CD33 results in an inflammatory human microglia phenotype Wißfeld, Jannis; Nozaki, Ichiro; Mathews, Mona; Raschka, Tamara; Ebeling, Christian; Hornung, Veit; Brüstle, Oliver; Neumann, Harald |
Zeitschriftenaufsatz Journal Article |
| 2021 | VMAP enabling interoperability in integrated CAE simulation workflows Wolf, Klaus |
Konferenzbeitrag Conference Paper |
| 2021 | VMAP Standard and the VMAP Standards Community e.V. Wolf, Klaus |
Konferenzbeitrag Conference Paper |
| 2021 | Adaptive wavelet pooling for convolutional neural networks Wolter, Moritz; Garcke, Jochen |
Konferenzbeitrag Conference Paper |
| 2021 | Frequency Domain Methods in Recurrent Neural Networks for Sequential Data Processing Wolter, Moritz |
Dissertation Doctoral Thesis |
| 2021 | Sparse Grids and Applications - Munich 2018 | Tagungsband Conference Proceeding |
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