Fraunhofer Institute for Algorithms and Scientific Computing SCAI| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 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 | 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 | 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 | 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 | Finite Differences on Sparse Grids for Continuous-Time Heterogeneous Agent Models Garcke, Jochen; Ruttscheidt, Steffen |
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 | 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 |
| 2024 | Development and Implementation of Auto-Curation Strategies for Indication-Wide Knowledge Graphs Bhat, Avani |
Master Thesis |
| 2024 | Patient perspectives on the use of digital medical devices and health data for AI-driven personalised medicine in Parkinson’s Disease Paccoud, Ivana; Valero, Mayca Marín; Carrasco Marín, Laura; Bontridder, Noémi; Ibrahim, Alzhraa; Winkler, Jüergen; Fomo, Messaline; Sapienza, Stefano; Khoury, Fouad; Corvol, Jean-Christophe; Fröhlich, Holger; Klucken, Jochen |
Zeitschriftenaufsatz Journal Article |
| 2024 | Exploring Artificial Intelligence Methods for Gait Analysis in Parkinson’s Disease Patients Nageswaran, Neha |
Master Thesis |
| 2024 | Resonant solitary states in complex networks Niehues, Jakob; Yanchuk, Serhiy; Berner, Rico; Kurths, Jürgen; Hellmann, Frank; Anvari, Mehrnaz |
Zeitschriftenaufsatz Journal Article |
| 2024 | ConfRank: Improving GFN-FF Conformer Ranking with Pairwise Training Hölzer, Christian; Oerder, Rick Benedikt; Grimme, Stefan; Hamaekers, Jan |
Zeitschriftenaufsatz Journal Article |
| 2024 | Sustainability nexus AID: infrastructure resilience Erfani, Tohid; Mortazavi Naeini, Mohammad; Borgomeo, Edoardo; Anvari, Mehrnaz; Hurford, Anthony; Erfani, Rasool; Zarei, Azin; Matin, Mir A.; Madani, Kaveh |
Zeitschriftenaufsatz Journal Article |
| 2024 | An Expert Answering System for Pest Control Decisions Anand, Astha |
Master Thesis |
| 2024 | Integrating Cloud Computing, Bayesian Optimization, and Neural-Additive Modeling for Enhanced CAM Systems in 5-Axis Milling Rudel, Viktor; Vinogradov, Georg; Ganser, Philipp; Bergs, Thomas; Vahl, Christopher; Frings, Markus; König, Valentina; Schambach, Maximilian; Dietzel, Stefan; Königs, Michael |
Zeitschriftenaufsatz Journal Article |
| 2024 | Enhancing the Understanding of Human Brain Pharmacome: Predicting Biological Causal Interactions Using Link Prediction Methods Er, Deniz |
Master Thesis |
| 2024 | Strategies for Rapid Semi-Automated Generation of Indication-Wide Biomedical Data Landscapes Krishnan, Aparna |
Master Thesis |
| 2024 | PDataViewer: Investigation of Parkinson's Disease Landscape and Enabling Semantic Data Harmonization Through Language Models Ay, Mehmet |
Master Thesis |
| 2024 | Knowledge Graph-Powered Multi-Omics Dataset Search Kazakoglu, Umut |
Master Thesis |
| 2024 | Current state of data stewardship tools in life science Aksenova, Anna; Johny, Anoop; Adams, Tim; Gribbon, Phil; Jacobs, Marc; Hofmann-Apitius, Martin |
Zeitschriftenaufsatz Journal Article |
| 2024 | Regulatory considerations for developing remote measurement technologies for Alzheimer’s disease research Erdemli, Gül; Grammatikopoulou, Margarita; Wagner, Bertil; Vairavan, Srinivasan; Curcic, Jelena; Aarsland, Dag; Wittenberg, Gayle; Nikolopoulos, Spiros; Muurling, Marijn; Fröhlich, Holger; Boer, Casper de; Shanbhag, Niraj M.; Nies, Vera J.M.; Coello, Neva; Gove, Dianne; Diaz, Ana; Foy, Suzanne; Wim Dartee; Brem, Anna-Katharine |
Zeitschriftenaufsatz Journal Article |
| 2024 | Privacy Risk Assessment for Synthetic Longitudinal Health Data Schneider, Julian; Walter, Marvin; Otte, Karen; Meurers, Thierry; Perrar, Ines; Nöthlings, Ute; Adams, Tim; Fröhlich, Holger; Prasser, Fabian; Fluck, Juliane; Kühnel, Lisa |
Konferenzbeitrag Conference Paper |
| 2024 | NFDI4Health Workflow and Service for Synthetic Data Generation, Assessment and Risk Management Moazemi, Sobhan; Adams, Tim; Ng, Hwei Geok; Kühnel, Lisa; Schneider, Julian; Näher, Anatol-Fiete; Fluck, Juliane; Fröhlich, Holger |
Konferenzbeitrag Conference Paper |
| 2024 | A dynamic ensemble model for short-term forecasting in pandemic situations Botz, Jonas; Valderrama Nino, Diego Felipe; Guski, Jannis; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2024 | Machine Learning Methods for Precision Dosing in Anticancer Drug Therapy: A Scoping Review Teplytska, Olga; Ernst, Moritz; Koltermann, Luca Marie; Valderrama Nino, Diego Felipe; Trunz, Elena; Vaisband, Marc; Hasenauer, Jan; Fröhlich, Holger; Jaehde, Ulrich |
Review |
| 2024 | Usage of Wastewater Data as an Early Indicator for Hospitalization Forecasting in Pandemic Situations Thiel, Steffen |
Bachelor Thesis |
| 2024 | Dataset of miRNA-disease relations extracted from textual data using transformer-based neural networks Madan, Sumit; Kühnel, Lisa; Fröhlich, Holger; Hofmann-Apitius, Martin; Fluck, Juliane |
Zeitschriftenaufsatz Journal Article |
| 2024 | Transformer models in biomedicine Madan, Sumit; Lentzen, Manuel; Brandt, Johannes; Rueckert, Daniel; Hofmann-Apitius, Martin; Fröhlich, Holger |
Review |
| 2024 | Synthetic data generation for a longitudinal cohort study - evaluation, method extension and reproduction of published data analysis results Kühnel, Lisa; Schneider, Julian; Perrar, Ines; Adams, Tim; Moazemi, Sobhan; Prasser, Fabian; Nöthlings, Ute; Fröhlich, Holger; Fluck, Juliane |
Zeitschriftenaufsatz Journal Article |
| 2024 | Llamol: a dynamic multi-conditional generative transformer for de novo molecular design Dobberstein, Niklas; Maaß, Astrid; Hamaekers, Jan |
Zeitschriftenaufsatz Journal Article |
| 2024 | Personalized drug recommendation with pretrained GNNs on a large biomedical knowledge graph Von Arnim, Georg Philip |
Master Thesis |
| 2024 | Exploring SureChEMBL from a drug discovery perspective Gadiya, Yojana; Shetty, Simran; Hofmann-Apitius, Martin; Gribbon, Philip; Zaliani, Andrea |
Zeitschriftenaufsatz Journal Article |
| 2024 | Semantic Harmonization of Alzheimer’s Disease Datasets Using AD-Mapper Wegner, Philipp; Balabin, Helena; Ay, Mehmet Can; Bauermeister, Sarah; Killin, Lewis; Gallacher, John; Hofmann-Apitius, Martin; Salimi, Yasamin |
Zeitschriftenaufsatz Journal Article |
| 2024 | Learning Crowd Behaviors in Navigation with Attention-based Spatial-Temporal Graphs Zhou, Yanying; Garcke, Jochen |
Konferenzbeitrag Conference Paper |
| 2024 | Progression subtypes in Parkinson’s disease identified by a data-driven multi cohort analysis Hähnel, Tom; Raschka, Tamara; Sapienza, Stefano; Klucken, Jochen; Glaab, Enrico; Corvol, Jean-Christophe; Falkenburger, Björn H.; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2024 | Towards early diagnosis of Alzheimer’s disease: advances in immune-related blood biomarkers and computational approaches Krix, Sophia; Wilczynski, Ella; Falgàs, Neus; Sánchez-Valle, Raquel; Yoles, Eti; Nevo, Uri; Baruch, Kuti; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2024 | Towards enabling precision medicine in Alzheimer's disease and Parkinson's disease Birkenbihl, Colin |
Dissertation Doctoral Thesis |
| 2024 | Unsupervised Representation Learning for Diverse Deformable Shape Collections Hahner, Sara; Attaiki, Souhaib; Garcke, Jochen; Ovsjanikov, Maks |
Konferenzbeitrag Conference Paper |
| 2024 | Increasing the resilience of the Texas power grid against extreme storms by hardening critical lines Stürmer, Julian; Plietzsch, Anton; Vogt, Thomas; Hellmann, Frank; Kurths, Jürgen; Otto, Christian; Frieler, Katja; Anvari, Mehrnaz |
Zeitschriftenaufsatz Journal Article |
| 2024 | Explorative Immune Cell Population Differentiation Analysis in Alzheimer's Disease Patients and Health Individuals Gerischer, Konrad |
Master Thesis |
| 2024 | Stability of dynamic fluid transport simulations Anvari, Mehrnaz; Baldin, Anton; Clees, Tanja; Klaassen, Bernhard; Nikitin, Igor; Nikitina, Lialia; Pott, Sabine |
Zeitschriftenaufsatz Journal Article |
| 2024 | Generation of Realistic Synthetic Electronic Health Records Using Large Language Model Al-Masud, MA |
Master Thesis |
| 2024 | On the effects of biased quantum random numbers on the initialization of artificial neural networks Heese, Raoul; Wolter, Moritz; Mücke, Sascha; Franken, Lukas; Piatkowski, Nico |
Zeitschriftenaufsatz Journal Article |
| 2024 | Development of Sleep Models for the Early Prediction of Alzheimer’s Disease Odeh, Joud |
Master Thesis |
| 2024 | Hilbert Space Splittings and Iterative Methods Griebel, Michael; Oswald, Peter |
Buch Book |
| 2024 | Curating, Collecting, and Cataloguing Global COVID-19 Datasets for the Aim of Predicting Personalized Risk Golriz Khatami, Sepehr; Sargsyan, Astghik; Russo, Maria Francesca; Domingo Fernández, Daniel; Zaliani, Andrea; Kaladharan, Abish; Sethumadhavan, Priya; Mubeen, Sarah; Gadiya, Yojana; Karki, Reagon; Mingrone, Geltrude; Claussen, Carsten; Lage-Rupprecht, Vanessa; Archipovas, Saulius; Gebel, Stephan; Surulinathan, Ram Kumar Ruppa; Jacobs, Marc; Hofmann-Apitius, Martin; Tom Kodamullil, Alpha |
Zeitschriftenaufsatz Journal Article |
| 2024 | Algorithmic Mathematics in Machine Learning Bohn, Bastian; Garcke, Jochen; Griebel, Michael |
Buch Book |
| 2024 | Analysis of Power-to-gas-to-X systems with metal hydride storage based on coupled electrochemical and thermodynamic simulation Bareev-Rudy, Michael; Meiswinkel, Simon; Pfennig, Malte; Schedler, Steffen; Schiffer, Barbara; Steinebach, Gerd; Clees, Tanja |
Zeitschriftenaufsatz Journal Article |
| 2024 | SCAview: an Intuitive Visual Approach to the Integrative Analysis of Clinical Data in Spinocerebellar Ataxias Uebachs, Mischa; Wegner, Philipp; Schaaf, Sebastian; Kugai, Simon; Jacobi, Heike; Kuo, Sheng-Han; Ashizawa, Tetsudo; Fluck, Juliane; Klockgether, Thomas; Faber, Jennifer |
Zeitschriftenaufsatz Journal Article |
| 2024 | Aspects of Parallel Aggregation-Based Algebraic Multigrid with Industrial Applications Kaisheva, Antonia |
Master Thesis |
| 2024 | The paradigm change from reactive medical services to 3PM in ischemic stroke: a holistic approach utilising tear fluid multi-omics, mitochondria as a vital biosensor and AI-based multi-professional data interpretation Golubnitschaja, Olga; Polívka, Jiří Jr.; Potužník, Pavel; Pešta, Martin; Štětkářová, Ivana; Mazuráková, Alena; Lackova, Lenka; Kubatka, Peter; Kropp, Martina; Thumann, Gabriele; Erb, Carl; Fröhlich, Holger; Wang, Wei; Baban, Babak; Kapalla, Marko; Shapira, Niva; Richter, Kneginja D.; Karabatsiakis, Alexander; Smokovski, Ivica; Schmeel, L. C.; Gkika, Eleni; Paul, Friedemann; Parini, Paolo; Polivka, Jiri |
Zeitschriftenaufsatz Journal Article |
| 2024 | A Partition of Unity construction of the stabilization function in Nitsche's method for variational problems Jimenez Recio, Pablo; Schweitzer, Marc Alexander |
Zeitschriftenaufsatz Journal Article |
| 2024 | Generalizing Diversity with the Signature Transform Feiden, Arno; Paparella, Biagio; Garcke, Jochen |
Konferenzbeitrag Conference Paper |
| 2024 | MAATrica: a measure for assessing consistency and methods in medicinal and nutraceutical chemistry papers Panzarella, Giulia; Gallo, Alessandro; Coecke, Sandra; Querci, Maddalena; Ortuso, Francesco; Hofmann-Apitius, Martin; Veltri, Pierangelo; Bajorath, Jürgen; Alcaro, Stefano |
Zeitschriftenaufsatz Journal Article |
| 2024 | Rationalism in the face of GPT hypes: Benchmarking the output of large language models against human expert-curated biomedical knowledge graphs Babaiha, Negin; Guru Rao, Sathvik; Klein, Jürgen; Schultz, Bruce; Jacobs, Marc; Hofmann-Apitius, Martin |
Zeitschriftenaufsatz Journal Article |
| 2024 | Integrating machine learning with pharmacokinetic models: Benefits of scientific machine learning in adding neural networks components to existing PK models Valderrama Nino, Diego Felipe; Ponce-Bobadilla, Ana Victoria; Mensing, Sven; Fröhlich, Holger; Stodtmann, Sven |
Zeitschriftenaufsatz Journal Article |
| 2024 | Alignment of highly resolved time-dependent experimental and simulated crash test data Garcke, Jochen; Hahner, Sara; Iza Teran, Victor Rodrigo |
Zeitschriftenaufsatz Journal Article |
| 2024 | On the expected uniform error of Brownian motion approximated by the Lévy-Ciesielski construction Brown, Bruce; Griebel, Michael; Kuo, Frances Y.; Sloan, Ian H. |
Zeitschriftenaufsatz Journal Article |
| 2024 | Personalised Medicine ∙ Leveraging the Potential of Digital Technology for Personalised Medicine Bontridder, N.; Hähnel, Tom; Marín Valero, M.; Carrasco Marín, L.; Corvol, J.-C.; El-Yacoubi, M.A.; Eskofier, B.M.; Filali Razzouki, A.; Hansen, Anne Funck; Glaab, E.; Ibrahim, A.A.; Jeancolas, L.; Klucken, J.; Le Bars, S.; Lage-Rupprecht, Vanessa; Lehericy, S.; Mangone, G.; Paccoud, I.; Petrovska-Delacretaz, D.; Raschka, Tamara; Terwangne, C. de; Gyseghem, J. van; Winkler, J.; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2024 | A multiscale fracture model using peridynamic enrichment of finite elements within an adaptive partition of unity: Experimental validation Birner, Matthias; Diehl, Patrick; Lipton, Robert P.; Schweitzer, Marc Alexander |
Zeitschriftenaufsatz Journal Article |
| 2024 | Enhanced Simulation of Pipeline Fluid Transport with Phase Transition Detection and Pipe Subdivision Algorithm Anvari, Mehrnaz; Baldin, Anton; Clees, Tanja; Pott, Sabine; Klaassen, Bernhard; Nikitin, Igor; Nikitina, Lialia |
Zeitschriftenaufsatz Journal Article |
| 2024 | Redefining pandemic preparedness: Multidisciplinary insights from the CERP modelling workshop in infectious diseases, workshop report Nunes, Marta C.; Thommes, Edward Wolfgang; Fröhlich, Holger; Flahault, Antoine; Arino, Julien; Baguelin, Marc; Biggerstaff, Matthew S.; Bizel-Bizellot, Gaston; Borchering, Rebecca K.; Cacciapaglia, Giacomo; Cauchemez, Simon; Barbier-Chebbah, Alex; Claussen, Carsten; Choirat, Christine; Cojocaru, Monica Gabriela; Commaille-Chapus, Catherine; Hon, Chitin; Kong, Jude D.; Lambert, Nicolas; Lauer, Katharina Barbara; Lehr, Thorsten; Mahé, Cédric; Maréchal, Vincent; Mebarki, Adel; Moghadas, Seyed; Niehus, Rene; Opatowski, Lulla; Parino, Francesco; Pruvost, Gery; Schuppert, Andreas A.; Thíébaut, Rodolphe; Thomas-Bachli, Andrea L.; Viboud, Cécile G.; Wu, Jianhong; Crépey, Pascal; Coudeville, Laurent |
Review |
| 2024 | A network of transcriptomic signatures identifies novel comorbidity mechanisms between schizophrenia and somatic disorders Zhang, Youcheng; Bharadhwaj, Vinay Srinivas; Tom Kodamullil, Alpha; Herrmann, Carl |
Zeitschriftenaufsatz Journal Article |
| 2024 | Data-Driven Thresholding Statistically Biases ATN Profiling across Cohort Datasets Salimi, Yasamin; Domingo Fernández, Daniel; Hofmann-Apitius, Martin; Birkenbihl, Colin |
Zeitschriftenaufsatz Journal Article |
| 2024 | Parallelization Aspects of Aggregative-Multiscale AMG in Practical Application Contexts Schauerte, Pauline |
Master Thesis |
| 2024 | Assessment of lattice Boltzmann method for low-rise building wind flow simulation with limited resources Kliemank, Martin L.; Wilde, Dominik; Bedrunka, Mario C.; Krämer, Andreas; Foysi, Holger; Reith, Dirk |
Zeitschriftenaufsatz Journal Article |
| 2024 | Unraveling progression subtypes in people with Huntington’s disease Raschka, Tamara; Li, Zexin; Gaßner, Heiko; Kohl, Zacharias; Jukic, Jelena; Marxreiter, Franz; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2024 | Foresight - generative pretrained transformer for the prediction of patient timelines Hofmann-Apitius, Martin; Fröhlich, Holger F. |
Note |
| 2024 | Integrating digital gait data with metabolomics and clinical data to predict outcomes in Parkinson's disease Brzenczek, Cyril; Klopfenstein, Quentin; Hähnel, Tom; Fröhlich, Holger; Glaab, Enrico; et. al |
Zeitschriftenaufsatz Journal Article |
| 2024 | Weiterverwendung von Krylov-Vektoren mit POD-CG bei AMG-Präkonditionierung Igel, Enno |
Bachelor Thesis |
| 2024 | Mixing flows in dynamic fluid transport simulations Anvari, Mehrnaz; Baldin, Anton; Clees, Tanja; Klaassen, Bernhard; Nikitin, Igor; Nikitina, Lialia |
Konferenzbeitrag Conference Paper |
| 2024 | A Methodology for Integrating Hierarchical VMAP-Data Structures into an Ontology Using Semantically Represented Analyses Spelten, Philipp Christoph; Meyer, Morten-Christian; Wagner, Anna; Wolf, Klaus; Reith, Dirk |
Zeitschriftenaufsatz Journal Article |
| 2024 | A new bottom-up method for classifying a building portfolio by building type, self-sufficiency rate, and access to local grid infrastructure for storage demand analysis Schedler, Steffen; Meilinger, Stefanie; Clees, Tanja |
Zeitschriftenaufsatz Journal Article |
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica
This list has been generated from the publication platform Fraunhofer-Publica