Fraunhofer Institute for Algorithms and Scientific Computing SCAI| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 2025 | Predicting dementia in people with Parkinson’s disease Aborageh, Mohamed; Hähnel, Tom; Martins Conde, Patricia; Klucken, Jochen; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2025 | On the fidelity versus privacy and utility trade-off of synthetic patient data Adams, Tim; Birkenbihl, Colin; Otte, Karen; Ng, Hwei Geok; Rieling, Jonas Adrian; Näher, Anatol-Fiete; Sax, Ulrich; Prasser, Fabian; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2025 | Sizing optimization of hybrid hydrogen energy storage systems: A metamodel-based approach Bareev-Rudy, Michael; Schedler, Steffen; Clees, Tanja |
Zeitschriftenaufsatz Journal Article |
| 2025 | Finite Differences on Sparse Grids for Continuous-Time Heterogeneous Agent Models Garcke, Jochen; Ruttscheidt, Steffen |
Zeitschriftenaufsatz Journal Article |
| 2025 | Informed Machine Learning to Maximize Robustness and Computational Performance of Linear Solvers Gries, Sebastian |
Aufsatz in Buch Book Article |
| 2025 | Estimating the causal impact of non-pharmaceutical interventions on COVID-19 spread in seven EU countries via machine learning Guski, Jannis; Botz, Jonas; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2025 | Predictive modeling to uncover Parkinson’s disease characteristics that delay diagnosis Hähnel, Tom; Raschka, Tamara; Klucken, Jochen; Glaab, Enrico; Corvol, Jean Christophe; Falkenburger, Björn H.; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2025 | Geometrical shape learning as basis for compact microstructure representations and microstructure-properties linkages Iza Teran, Victor Rodrigo; Steffes-lai, Daniela; Morand, Lukas |
Zeitschriftenaufsatz Journal Article |
| 2025 | TransHyDE‐Sys: An Integrated Systemic Approach for Analyzing and Supporting the Transformation of Energy Systems and Hydrogen Infrastructure Development Kigle, Stephan; Mohr, Stephan; Kneiske, Tanja Manuela; Clees, Tanja; Ebner, Michael; Harper, Ryan; Jahn, Matthias; Klaassen, Bernhard; Köppel, Wolfgang; Ausfelder, Florian; Neitz-Regett, Anika; Ragwitz, Mario |
Zeitschriftenaufsatz Journal Article |
| 2025 | A modified SimRank++ approach for searching crash simulation data Pakiman, Anahita; Garcke, Jochen; Schumacher, Axel |
Zeitschriftenaufsatz Journal Article |
| 2025 | In-situ estimation of time-averaging uncertainties in turbulent flow simulations Rezaeiravesh, S.; Gscheidle, Christian; Peplinski, A.; Garcke, Jochen; Schlatter, P. |
Zeitschriftenaufsatz Journal Article |
| 2025 | Computational drug repurposing: approaches, evaluation of in silico resources and case studies Tanoli, Ziaurrehman Ur Rehman; Fernández-Torras, Adrià; Özcan, Umut Onur; Kushnir, Aleksandr; Nader, Kristen Michelle; Gadiya, Yojana; Fiorenza, Laura; Ianevski, Aleksandr; Vähä-Koskela, Markus; Miihkinen, Mitro; Seemab, Umair; Leinonen, Henri O.; Seashore-Ludlow, Brinton A.; Tampere, Marianna; Kalman, Adelinn; Ballante, Flavio; Benfenati, Emilio B.; Saunders, Gary Ian; Potdar, Swapnil; Gómez García, Ismael; García-Serna, Ricard; Talarico, Carmine; Beccari, Andrea Rosario; Schaal, Wesley; Polo, Andrea; Costantini, Susan; Cabri, Enrico; Jacobs, Marc; Saarela, Jani S.; Budillon, Alfredo D.O.; Spjuth, Ola; Östling, Päivi; Xhaard, Henri; Quintana, Jordi; Mestres, Jordi; Gribbon, Philip; Ussi, Anton E.; Lo, Donald C.; Kort, Martin de; Wennerberg, Krister; Fratelli, Maddalena M.; Carreras-Puigvert, Jordi; Aittokallio, Tero A. |
Review |
| 2025 | Comparing Scientific Machine Learning with Population Pharmacokinetic and Classical Machine Learning Approaches for Prediction of Drug Concentrations Valderrama Nino, Diego Felipe; Teplytska, Olga; Koltermann, Luca Marie; Trunz, Elena; Schmulenson, Eduard; Fritsch, Achim; Jaehde, Ulrich; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2025 | Evaluating knowledge fusion models on detecting adverse drug events in text Wegner, Philipp; Fröhlich, Holger; Madan, Sumit |
Zeitschriftenaufsatz Journal Article |
| 2025 | Feasibility study on integrating morphological and transcriptomic data for identifying teratogenic molecular markers in zebrafish embryo toxicity testing Wehr, Matthias; Witters, Hilda E.; Remy, Silvie; Schultz, Bruce; Jacobs, Marc; Escher, Sylvia |
Zeitschriftenaufsatz Journal Article |
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica
This list has been generated from the publication platform Fraunhofer-Publica