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 | Unraveling the co-morbidity between COVID-19 and neurodegenerative diseases through multi-scale graph analysis: A systematic investigation of biological databases and text mining Babaiha, Negin; Geissler, Stefan; Nibart, Vincent; Atas Güvenilir, Heval; Bharadhwaj, Vinay Srinivas; Tom Kodamullil, Alpha; Klein, Jürgen; Jacobs, Marc; Hofmann-Apitius, Martin |
Zeitschriftenaufsatz Journal Article |
| 2025 | Alpha rhythm and Alzheimer's disease: Has Hans Berger's dream come true? Babiloni, Claudio C.; Arakaki, Xianghong; Baez, Sandra Jimena; Barry, Robert J.; Benussi, Alberto; Blinowska, Katarzyna Joanna; Bonanni, Laura; Borroni, Barbara; Bosch Bayard, Jorge; Bruno, Giuseppe; Cacciotti, Alessia; Carducci, Filippo; Carino, John; Carpi, Matteo; Conte, Antonella; Cruzat, Josephine; D’Antonio, Fabrizia; Della Penna, Stefania; del Percio, Claudio; De-Sanctis, Pierfilippo; Escudero, Javier; Fabbrini, Giovanni; Farina, Francesca R.; Fraga, Francisco J.; Fuhr, Peter; Gschwandtner, Ute; Güntekin, Bahar; Guo, Yi; Hajoś, Mihaĺy; Hallett, Mark; Hampel, Harald G.; Hanoǧlu, Lütfü; Haraldsen, Ira Ronit Hebold; Hassan, Mahmoud; Hatlestad-Hall, Christoffer; Horváth, András Attila; Ibáñez, Agustín M.; Infarinato, Francesco; Jaramillo-Jimenez, Alberto; Jeong, Jaeseung; Jiang, Yang; Kamiński, Maciej J.; Koch, Giacomo; Kumar, Sanjeev; Leodori, Giorgio; Li, Gang; Lizio, Roberta; Lopez, Susanna; Ferri, Raffaele; Maestu, Fernando; Marra, Camillo; Marzetti, Laura; McGeown, William Jonathan; Miraglia, Francesca; Moguilner, Sebastian; Moretti, Davide Vito; Mushtaq, Faisal; Noce, Giuseppe; Nucci, Lorenzo; Ochoa, John Fredy; Onorati, Paolo; Padovani, Alessandro; Pappalettera, Chiara; Parra, Mario Alfredo; Pardini, Matteo; Pascual-Marqui, Roberto D.; Paulus, Walter; Pizzella, Vittorio; Prado, Pavel; Rauchs, Géraldine; Ritter, Petra; Salvatore, Marco; Santamaría-García, Hernando; Schirner, Michael; Soricelli, Andrea; Taylor, John-Paul Paul; Tankisi, Hatice; Tecchio, Franca; Teipel, S.; Tom Kodamullil, Alpha; Triggiani, Antonio Ivano; Valdés-Sosa, Mitchell Joseph; Valdés-Sosa, Pedro A.; Vecchio, Fabrizio; Vossel, Keith A.; Yao, Dezhong; Yener, Gorsev G.; Ziemann, Ulf; Kamondi, Anita |
Review |
| 2025 | Modeling a Hybrid Hydrogen Microgrid in a Novel Multiphysical Energy System Simulator - MEgy Bareev-Rudy, Michael; Pfennig, Malte; Schiffer, Barbara; Schedler, Steffen; Steinebach, Gerd; Clees, Tanja |
Konferenzbeitrag Conference Paper |
| 2025 | Sizing optimization of hybrid hydrogen energy storage systems: A metamodel-based approach Bareev-Rudy, Michael; Schedler, Steffen; Clees, Tanja |
Zeitschriftenaufsatz Journal Article |
| 2025 | A stratified treatment algorithm in psychiatry: a program on stratified pharmacogenomics in severe mental illness (Psych-STRATA): concept, objectives and methodologies of a multidisciplinary project funded by Horizon Europe Baune, B.T.; Fromme, S.E.; Aberg, M.; Adli, M.; Afantitis, A.; Akkouh, I.; Andreassen, O.A.; Angulo, C.; Barlati, S.; Brasso, C.; Bucci, P.; Budde, M.; Buspavanich, P.; Cavone, V.; Demyttenaere, K.; Diaz-Caneja, C.M.; Dierssen, M.; Djurovic, S.; Driessen, M.; Ebner-Priemer, U.W.; Engelmann, J.; Englisch, S.; Fabbri, C.; Fossati, P.; Fröhlich, Holger; Gasser, S.; Gottlieb, N.; Heirman, E.; Hofer, A.; Howes, O.; Ilzarbe, L.; Jeung-Maarse, H.; Kessing, L.V.; Kockler, T.D.; Landén, M.; Levi, L.; Lieb, K.; Lorenzon, N.; Luykx, J.; Manchia, M.; Martinez de Lagran, M.; Minelli, A.; Moreno, C.; Mucci, A.; Müller-Myhsok, B.; Nilsson, P.; Okhuijsen-Pfeifer, C.; Papavasileiou, K.D.; Papiol, S.; Pardinas, A.F.; Paribello, P.; Pisanu, C.; Potier, M.-C.; Reif, A.; Ricken, R.; Ripke, S.; Rocca, P.; Scherrer, D.; Schiweck, C.; Schubert, K.O.; Schulze, T.G.; Serretti, A.; Squassina, A.; Stephan, C.; Tsoumanis, A.; Eycken, E. van der; Vieta, E.; Vita, A.; Walters, J.T.R.; Weichert, D.; Weiser, M.; Willcocks, I.R.; Winter-van Rossum, I.; Young, A.H.; Ziller, M.J. |
Zeitschriftenaufsatz Journal Article |
| 2025 | Diversity in Reinforcement Learning Through the Occupancy Measure Feiden, Arno; Garcke, Jochen |
Konferenzbeitrag Conference Paper |
| 2025 | A comparison between Bayesian optimization frameworks and reinforcement learning for dose optimization Fohler, Leonie |
Master Thesis |
| 2025 | Reality Check: The Aspirations of the European Health Data Space Amidst Challenges in Decentralized Data Analysis Fröhlich, Holger; Hansen, Anne Funck; Hilvo, Mika; Jansen, Gunther; Madan, Sumit; Moazemi Goodarzi, Mohammadsobhan; Negreanu, Sanziana; Satagopam, Venkata P.; Gribbon, Philip; Muehlendyck, Christian |
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 | Three-layered semantic framework for public health intelligence Guru Rao, Sathvik; Rokkam, Pranitha; Zhang, Bide; Sargsyan, Astghik; Kaladharan, Abish; Sethumadhavan, Priya; Jacobs, Marc; Hofmann-Apitius, Martin; Tom Kodamullil, Alpha |
Zeitschriftenaufsatz Journal 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 | Resilience of offshore renewable energy systems to extreme metocean conditions: A review Göteman, Malin; Panteli, Mathaios; Rutgersson, A.; Hayez, Lea; Virtanen, Mikko J.; Anvari, Mehrnaz; Johansson, Jonas |
Review |
| 2025 | Fast-Moving Pattern Interfaces Close to a Turing Instability in an Asymptotic Model for the Three-Dimensional Bénard–Marangoni Problem Hilder, Bastian; Jansen, Jonas |
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 | Perturbations of embedded eigenvalues of asymptotically periodic magnetic Schrödinger operators on a cylinder Jansen, Jonas; Maad Sasane, Sara; Treschow, Wilhelm |
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 | RADAR-AD: assessment of multiple remote monitoring technologies for early detection of Alzheimer’s disease Lentzen, Manuel; Vairavan, Srinivasan; Muurling, Marijn; Alepopoulos, Vasilis; Atreya, Alankar; Boada, Mercé; de Boer, Casper; Conde, Pauline; Curcic, Jelena; Frisoni, Giovanni B.; Galluzzi, Samantha; Gjestsen, Martha Therese; Gkioka, Mara; Grammatikopoulou, Margarita; Hausner, Lucrezia; Hinds, Chris; Lazarou, Ioulietta; de Mendonça, Alexandre V.; Nikolopoulos, Spiros N.; Religa, Dorota D.; Scebba, Gaetano C.; Jelle Visser, Pieter; Wittenberg, Gayle M.; Narayan, Vaibhav A.; Coello, Neva; Brem, Anna Katharine; Aarsland, Dag; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2025 | A modified SimRank++ approach for searching crash simulation data Pakiman, Anahita; Garcke, Jochen; Schumacher, Axel |
Zeitschriftenaufsatz Journal Article |
| 2025 | The EU project Real4Reg: unlocking real-world data with AI Peltner, Jonas; Becker, Cornelia; Wicherski, Julia; Wortberg, Silja; Aborageh, Mohamed; Costa, Inês; Ehrenstein, Vera; Fernandes, Joana; Hess, Steffen; Horvath-Puho, Erzsebet; Korcinska Handest, Monika Roberta; Lentzen, Manuel; Maguire, Peggy; Meedom, Niels Henrik; Moore, Rebecca; Moore, Vanessa; Nagy, David; McNamara, Hillary; Paakinaho, Anne; Pfeifer, Kerstin; Pylkkänen, Liisa H.; Rajamaki, Blair; Reviers, Evy; Röthlein, Christoph; Russek, Martin; Silva, Célia; de Valck, Dirk; Vo, Thuan; Bräuner, Elvira; Fröhlich, Holger; Furtado, Cláudia; Hartikainen, Sirpa A.; Kallio, Aleksi; Tolppanen, Anna Maija; Haenisch, Britta |
Zeitschriftenaufsatz Journal Article |
| 2025 | Identifying the Potential of the Heat Generation of the Power Supply for a PEM Electrolyzer Plant in the Megawatt Range Pfennig, Malte; Schiffer, Barbara; Clees, Tanja |
Konferenzbeitrag Conference Paper |
| 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 | Evaluating language model embeddings for Parkinson’s disease cohort harmonization using a novel manually curated variable mapping schema Salimi, Yasamin; Adams, Tim; Balabin, Helena; Ay, Mehmet; Jacobs, Marc; Hofmann-Apitius, Martin |
Zeitschriftenaufsatz Journal Article |
| 2025 | SynDRep: a synergistic partner prediction tool based on knowledge graph for drug repurposing Shalaby, Karim; Hofmann-Apitius, Martin; Schultz, Bruce; Guru Rao, Sathvik; Tom Kodamullil, Alpha; Bharadhwaj, Vinay Srinivas |
Zeitschriftenaufsatz Journal Article |
| 2025 | Feature-based prediction of properties of cross-linked epoxy polymers by molecular dynamics and machine learning techniques Sindu, B. S.; Hamaekers, Jan |
Zeitschriftenaufsatz Journal Article |
| 2025 | Efficient parameter identification in nonlinear multi-body dynamics through frequency response and harmonic distortion analysis Steinbach, Kevin; Lechler, Dominik; Kraemer, Peter; Gross, Iris; Reith, Dirk |
Zeitschriftenaufsatz Journal Article |
| 2025 | Speed up Multi-Scale Force-Field Parameter Optimization by Substituting Molecular Dynamics Calculations with a Machine Learning Surrogate Model Strickstrock, Robin; Hagg, Alexander; Reith, Dirk; Kirschner, Karl N. |
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