Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2021ANMerge: 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
Journal Article
2021Calibration of the Heston stochastic local volatility model: A finite volume scheme
Engelmann, Bernd; Koster, Frank; Oeltz, Daniel
Journal Article
2021CLEP: 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
Journal Article
2021Deletion 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
Journal Article
2021Entropy Numbers of Finite Dimensional Mixed-Norm Balls and Function Space Embeddings with Small Mixed Smoothness
Mayer, S.; Ullrich, T.
Journal Article
2021An 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.
Journal Article
2021Identifying 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
Journal Article
2021Inlinetauglichkeit 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
Conference Paper
2021Linking 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
Journal Article
2021MultiPaths. 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
Journal Article
2021Pure Functions in C: A Small Keyword for Automatic Parallelization
Süß, T.; Nagel, L.; Vef, M.-A.; Brinkmann, A.; Feld, D.; Soddemann, T.
Journal Article
2021A 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.
Journal Article
2021Towards 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
Journal Article
2021Zerstörungsfreie 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
Conference Paper
2020Algebraic multigrid for the finite pointset method
Metsch, B.; Nick, F.; Kuhnert, J.
Journal Article
2020Algebraic Wavefront Parallelization for ILU(0) Smoothing in Reservoir Simulation
Gries, Sebastian
Conference Paper
2020Analysis and Prediction of Deforming 3D Shapes using Oriented Bounding Boxes and LSTM Autoencoders
Hahner, Sara; Iza-Teran, Rodrigo; Garcke, Jochen
Conference Paper
2020Automatic analysis of crash simulations with dimensionality reduction algorithms such as PCA and t-SNE
Kracker, David; Garcke, Jochen; Schumacher, Axel; Schwanitz, P.
Conference Paper
2020Challenges of Integrative Disease Modeling in Alzheimer's Disease
Golriz Khatami, Sepehr; Robinson, C.; Birkenbihl, C.; Domingo-Fernandez, D.; Hoyt, C.T.; Hofmann-Apitius, M.
Journal Article
2020Clustering of Alzheimer's and Parkinson's disease based on genetic burden of shared molecular mechanisms
Emon, Mohammad Asif; Heinson, Ashley; Wu, Ping; Domingo-Fernández, Daniel; Sood, Meemansa; Vrooman, Henri; Corvol, Christophe; Scordis, Phil; Hofmann-Apitius, Martin; Fröhlich, Holger
Journal Article
2020Combining Machine Learning and Simulation to a Hybrid Modelling Approach: Current and Future Directions
Rüden, Laura von; Mayer, Sebastian; Sifa, Rafet; Bauckhage, Christian; Garcke, Jochen
Conference Paper
2020A Compact Spectral Descriptor for Shape Deformations
Sible, Skylar; Iza-Teran, Rodrigo; Garcke, Jochen; Aulig, Nikola; Wollstadt, Patricia
Conference Paper
2020Comprehensive analysis of tumor necrosis factor receptor TNFRSF9 (4-1BB) DNA methylation with regard to molecular and clinicopathological features, immune infiltrates, and response prediction to immunotherapy in melanoma
Fröhlich, A.; Loick, S.; Bawden, E.G.; Fietz, S.; Dietrich, J.; Diekmann, E.; Saavedra, G.; Fröhlich, H.; Niebel, D.; Sirokay, J.; Zarbl, R.; Gielen, G.H.; Kristiansen, G.; Bootz, F.; Landsberg, J.; Dietrich, D.
Journal Article
2020A Computational Approach for Mapping Heme Biology in the Context of Hemolytic Disorders
Humayun, Farah; Domingo-Fernández, Daniel; Abisheck Paul George, Ajay; Hopp, Marie-Thérèse; Syllwasschy, Benjamin; Detzel, Milena; Tapley Hoyt, Charles; Hofmann-Apitius, Martin; Imhof, Diana
Journal Article
2020Corrigendum: The Impact of Pathway Database Choice on Statistical Enrichment Analysis and Predictive Modeling
Mubeen, S.; Tapley Hoyt, C.; Gemünd, A.; Hofmann-Apitius, M.; Fröhlich, H.; Domingo-Fernandez, D.
Journal Article
2020COVID-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
Journal Article
2020The COVID-19 Ontology
Sargsyan, Astghik; Kodamullil, Alpha Tom; Baksi, Shounak; Darms, Johannes; Madan, Sumit; Gebel, Stephan; Keminer, Oliver; Jose, Geena Mariya; Balabin, Helena; DeLong, Lauren Nicole; Kohler, Manfred; Jacobs, Marc; Hofmann-Apitius, Martin
Journal Article
2020Data science in neurodegenerative disease
Golriz Khatami, Sepehr; Mubeen, S.; Hofmann-Apitius, Martin
Journal Article
2020Data-Driven Modeling of Knowledge Assemblies in Understanding Comorbidity Between Type 2 Diabetes Mellitus and Alzheimer’s Disease
Karki, Reagon; Madan, Sumit; Gadiya, Yojana; Domingo-Fernandez, Daniel; Kodamullil, Alpha Tom; Hofmann-Apitius, Martin
Journal Article
2020Determination of relevant mechanical properties for the production process of polyethylene by using mesoscale molecular simulation techniques
Grommes, D.; Reith, D.
Journal Article
2020Differences in cohort study data affect external validation of artificial intelligence models for predictive diagnostics of dementia - lessons for translation into clinical practice
Birkenbihl, Colin; Emon, Mohammad Asif; Vrooman, Henri; Westwood, Sarah; Lovestone, Simon; Hofmann-Apitius, Martin; Fröhlich, Holger
Journal Article
2020Drug repositioning of antiretroviral ritonavir for combinatorial therapy in glioblastoma
Rauschenbach, Laurèl; Wieland, Anja; Reinartz, Roman; Kebir, Sied; Till, Andreas; Darkwah Oppong, Marvin; Dobersalske, Celia; Ullrich, Vivien; Ahmad, Ashar; Jabbarli, Ramazan; Pierscianek, Daniela; Fröhlich, Holger; Simon, Matthias; Brüstle, Oliver; Sure, Ulrich; Glas, Martin; Scheffler, Björn
Journal Article
2020Drug2ways: Reasoning over causal paths in biological networks for drug discovery
Rivas-Barragan, Daniel; Mubeen, Sarah; Guim Bernat, Francesc; Hofmann-Apitius, Martin; Domingo-Fernández, Daniel
Journal Article
2020Evaluating the Alzheimer's disease data landscape
Birkenbihl, Colin; Salimi, Yasamin; Domingo-Fernandez, Daniel; Lovestone, Simon; Fröhlich, Holger; Hofmann-Apitius, Martin
Journal Article
2020Explain it to me - facing remote sensing challenges in the bio- and geosciences with explainable machine learning
Roscher, R.; Bohn, B.; Duarte, M.F.; Garcke, J.
Conference Paper
2020Explainable Machine Learning for Scientific Insights and Discoveries
Roscher, R.; Bohn, B.; Duarte, M.F.; Garcke, J.
Journal Article
2020The future of German MeSH: a new semi-automatic translation process and new services for search and annotation
Langnickel, Lisa; Baum, Roman; Wollnik-Korn, Gabriele; Fischer-Wagener, Brigitte; Madan, Sumit; Fluck, Juliane
Journal Article
2020Generalization of algebraic multiscale to algebraic multigrid
Ehrmann, Silvia; Gries, Sebastian; Schweitzer, Marc Alexander
Journal Article, Conference Paper
2020GuiltyTargets: Prioritization of Novel Therapeutic Targets with Deep Network Representation Learning
Muslu, Özlem; Hoyt, Charles Tapley; Lacerda, Mauricio Pio de; Hofmann-Apitius, Martin; Fröhlich, Holger
Journal Article
2020Informed Machine Learning - A Taxonomy and Survey of Integrating Knowledge into Learning Systems
Rüden, Laura von; Mayer, Sebastian; Beckh, Katharina; Georgiev, Bogdan; Giesselbach, Sven; Heese, Raoul; Kirsch, Birgit; Pfrommer, Julius; Pick, Annika; Ramamurthy, Rajkumar; Walczak, Michal; Garcke, Jochen; Bauckhage, Christian; Schuecker, Jannis
Report
2020A Landscape Analysis of Standardisation in the Field of Artificial Intelligence
Ziegler, Wolfgang
Journal Article
2020Lattice Boltzmann simulations on irregular grids
Krämer, Andreas; Wilde, Dominik; Küllmer, Knut; Reith, Dirk; Foysi, Holger; Joppich, Wolfgang
Journal Article
2020Mathematical Modeling of Alkaline Methanol Oxidation for Design of Efficient Fuel Cells
Clees, Tanja; Nikitin, Igor; Nikitina, Lialia; Pott, Sabine; Krewer, Ulrike; Haisch, Theresa
Conference Paper
2020Multicenter Alzheimer's and Parkinson's disease immune biomarker verification study
Brosseron, Frederic; Kolbe, Carl-Christian; Santarelli, Francesco; Carvalho, Stephanie; Antonell, Anna; Castro-Gomez, Sergio; Tacik, Pawel; Namasivayam, Aishwarya Alex; Mangone, Graziella; Schneider, Reinhard; Latz, Eicke; Wüllner, Ullrich; Svenningsson, Per; Sánchez-Valle, Raquel; Molinuevo, José Luis; Corvol, Jean-Christophe; Heneka, Michael T.; Hofmann-Apitius, Martin; Springstubbe, Stephan; Fröhlich, Holger et al.
Journal Article
2020Neural Network Compression via Learnable Wavelet Transforms
Wolter, Moritz; Lin, Shaohui; Yao, Angela
Conference Paper
2020A note on £2p-completeness of a robust binary linear program with binary uncertainty set
Claus, M.; Simmoteit, M.
Journal Article
2020Optimal multiparametric set-up modelled for best survival outcomes in palliative treatment of liver malignancies
Goldstein, Elisha; Yeghiazaryan, Kristina; Ahmad, Ashar; Giordano, Frank A.; Fröhlich, Holger; Golubnitschaja, Olga
Journal Article
2020The origin of the hysteresis in cyclic voltammetric response of alkaline methanol electrooxidation
Haisch, Theresa; Kubannek, Fabian; Nikitina, Lialia; Nikitin, Igor; Pott, Sabine; Clees, Tanja; Krewer, Ulrike
Journal Article
2020Parameter Identification and Model Reduction in the Design of Alkaline Methanol Fuel Cells
Clees, Tanja; Klaassen, Bernhard; Nikitin, Igor; Nikitina, Lialia; Pott, Sabine; Krewer, Ulrike; Haisch, Theresa; Kubannek, Fabian
Journal Article
2020PathME: Pathway based multi-modal sparse autoencoders for clustering of patient-level multi-omics data
Lemsara, Amina; Ouadfel, Salima; Fröhlich, Holger
Journal Article
2020Proposal of an Architecture for Terminology Management in a Research Project
Mora, Sara; Madan, Sumit; Gebel, Stephan; Giacomini, Mauro
Conference Paper
2020PS4DR: A multimodal workflow for identification and prioritization of drugs based on pathway signatures
Emon, Mohammad Asif; Domingo-Fernandez, Daniel; Tapley Hoyt, Charles; Hofmann-Apitius, Martin
Journal Article
2020Quantum Machine Learning. Eine Analyse zu Kompetenz, Forschung und Anwendung
Bauckhage, Christian; Brito, Eduardo; Daase, Inga; Franken, Lukas; Georgiev, Bogdan; Hecker, Dirk; Paschke, Adrian; Piatkowski, Nico; Soddemann, Thomas; Trabold, Daniel
Study
2020Realistic simulation of virtual multi-scale, multi-modal patient trajectories using Bayesian networks and sparse auto-encoders
Sood, M.; Sahay, A.; Karki, R.; Emon, M.A.; Vrooman, H.; Hofmann-Apitius, M.; Fröhlich, H.
Journal Article
2020The recovery of ridge functions on the hypercube suffers from the curse of dimensionality
Doerr, B.; Mayer, S.
Journal Article
2020SEAweb: The small RNA Expression Atlas web application
Rahman, Raza-Ur; Liebhoff, Anna-Maria; Bansal, Vikas; Fiosins, Maksims; Rajput, Ashish; Sattar, Abdul; Magruder, Daniel S.; Madan, Sumit; Sun, Ting; Gautam, Abhivyakti; Heins, Sven; Liwinski, Timur; Bethune, Jörn; Trenkwalder, Claudia; Fluck, Juliane; Mollenhauer, Brit; Bonn, Stefan
Journal Article
2020SEEDS: 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
Journal Article
2020Semi-Lagrangian lattice Boltzmann method for compressible flows
Wilde, D.; Krämer, A.; Reith, D.; Foysi, H.
Journal Article
2020Sequence Prediction Using Spectral RNNs
Wolter, Moritz; Gall, Jürgen; Yao, Angela
Conference Paper
2020Simplex stochastic collocation for piecewise smooth functions with kinks
Fuchs, Barbara; Garcke, Jochen
Journal Article
2020Solving sorting of rolling stock problems utilizing pseudochain structures in graphs
Dörpinghaus, J.; Schrader, R.
Conference Paper
2020Systems Toxicology Approach for Testing Chemical Cardiotoxicity in Larval Zebrafish
Li, Roman; Zupanic, Anze; Talikka, Marja; Belcastro, Vincenzo; Madan, Sumit; Dörpinghaus, Jens; Berg, Colette vom; Szostak, Justyna; Martin, Florian; Peitsch, Manuel C.; Hoeng, Julia
Journal Article
2020Topological Reduction of Stationary Network Problems: Example of Gas Transport
Baldin, Anton; Clees, Tanja; Klaassen, Bernhard; Nikitin, Igor; Nikitina, Lialia
Journal Article
2020Variational Autoencoder Modular Bayesian Networks for Simulation of Heterogeneous Clinical Study Data
Gootjes-Dreesbach, Luise; Sood, Meemansa; Sahay, Akrishta; Hofmann-Apitius, Martin; Fröhlich, Holger
Journal Article
2020Voice perturbations under the stress overload in young individuals: Phenotyping and suboptimal health as predictors for cascading pathologies
Kunin, Anatolij; Sargheini, Nafiseh; Birkenbihl, Colin; Moiseeva, Natalia; Fröhlich, Holger; Golubnitschaja, Olga
Journal Article
2020What identifies a whale by its fluke? On the benefit of interpretable machine learning for whale identification
Kierdorf, J.; Garcke, J.; Behley, J.; Cheeseman, T.; Roscher, R.
Conference Paper
2019Abstract Decision Engine for Task Scheduling in Linux Based Operating Systems
Sadasivam, S.; Ewering, M.; Schwichtenberg, H.
Conference Paper
2019Analysis of Turbulent Flow Data Based on a Spectral Basis Representation
Garcke, J.; Iza Teran, R.; Gscheidle, C.; Berger, L.
Conference Paper
2019Association of single and multiple aneurysms with tobacco abuse: An @neurIST risk analysis
Schatlo, B.; Gautschi, O.P.; Friedrich, C.M.; Ebeling, C.; Jägersberg, M.; Kulscar, Z.; Pereira, V.M.; Schaller, K.; Bijlenga, P.
Journal Article
2019BioKEEN: a library for learning and evaluating biological knowledge graph embeddings
Ali, M.; Hoyt, C.T.; Domingo-Fernandez, D.; Lehmann, J.; Jabeen, H.
Journal Article
2019Cognitive Systems and Robotics
Bauckhage, Christian; Bauernhansl, Thomas; Beyerer, Jürgen; Garcke, Jochen
Book Article
2019Contribution of syndecans to cellular internalization and fibrillation of amyloid-β(1–42)
Letoha, T.; Hudák, A.; Kusz, E.; Pettkó-Szandtner, A.; Domonkos, I.; Jósvay, K.; Hofmann-Apitius, M.; Szilák, L.
Journal Article
2019Contribution of syndecans to cellular uptake and fibrillation of α-synuclein and tau
Hudák, A.; Kusz, E.; Domonkos, I.; Jósvay, K.; Kodamullil, A.T.; Szilák, L.; Hofmann-Apitius, M.; Letoha, T.
Journal Article
2019Converting alzheimer’s disease map into a heavyweight ontology: A formal network to integrate data
Henry, V.; Moszer, I.; Dameron, O.; Potier, M.-C.; Hofmann-Apitius, M.; Colliot, O.
Conference Paper
2019DARE: A reflective platform designed to enable agile data-driven research on the cloud
Klampanos, I.; Davvetas, A.; Gemünd, A.; Atkinson, M.; Koukourikos, A.; Filgueira, R.; Krause, A.; Spinuso, A.; Charalambidis, A.; Magnoni, F.; Casarotti, E.; Page, C.; Lindner, M.; Ikonomopoulos, A.; Karkaletsis, V.
Conference Paper
2019Deep learning for clustering of multivariate clinical patient trajectories with missing values
Jong, Johann de; Emon, Mohammad Asif; Wu, Ping; Karki, Reagon; Sood, Meemansa; Godard, Patrice; Ahmad, Ashar; Vrooman, Henri; Hofmann-Apitius, Martin; Fröhlich, Holger
Journal Article
2019Efficient modeling of internal cracks for Laplace problem by XFEM using Joukowski mapping
Nakasumi, Shogo; Schweitzer, Marc Alexander
Journal Article
2019Experimentelle Validierung einer Simulation mit Fluid-Struktur-Interaktion
Brief, Victoria
: Kleinert, Jan
Master Thesis
2019The extraction of complex relationships and their conversion to biological expression language (BEL) overview of the BioCreative VI (2017) BEL track
Madan, S.; Szostak, J.; Elayavilli, R.K.; Tsai, R.T.H.; Ali, M.; Qian, L.H.; Rastegar-Mojarad, M.; Hoeng, J.; Fluck, J.
Journal Article
2019A fast prediction method for rotor buzz-saw noise based on an analytical approach
Moreau, Antoine; Staggat, Martin; Gscheidle, Christian
Conference Paper
2019A framework for managing quality of service in cloud computing through service level agreements
Ziegler, Wolfgang
: Yahyapour, Ramin; Grabowski, Jens; Kranzlmüller, Dieter
Dissertation
2019Fraunhofer Institute for Algorithms and Scientific Computing. Annual Report 2018/2019
 
Annual Report
2019A geometrical method for low-dimensional representations of simulations
Iza-Teran, R.; Garcke, J.
Journal Article
2019Global-local enrichments in PUMA
Birner, M.; Schweitzer, M.A.
Conference Paper
2019The Impact of Pathway Database Choice on Statistical Enrichment Analysis and Predictive Modeling
Mubeen, Sarah; Hoyt, Charles Tapley; Gemünd, André; Hofmann-Apitius, Martin; Fröhlich, Holger; Domingo-Fernandez, Daniel
Journal Article
2019An integrative simulation concept for extrusion blow molded plastic bottles
Michels, Patrick; Grommes, Dirk; Oeckerath, Andre; Reith, Dirk; Bruch, Olaf
Journal Article
2019The KEEN Universe. An Ecosystem for Knowledge Graph Embeddings with a Focus on Reproducibility and Transferability
Ali, M.; Jabeen, H.; Hoyt, C.T.; Lehmann, J.
Conference Paper
2019Kernel-based stochastic collocation for the random two-phase navier-stokes equations
Griebel, Michael; Rieger, Christian; Zaspel, Peter
Journal Article
2019Knowledge Extraction and Applications utilizing Context Data in Knowledge Graphs
Dörpinghaus, Jens; Stefan, Andreas
Conference Paper
2019MCMC Techniques for Parameter Estimation of ODE Based Models in Systems Biology
Valderrama-Bahamóndez, Gloria I.; Fröhlich, Holger
Journal Article
2019Meshfree methods for partial differential equations IX
: Griebel, Michael; Schweitzer, Marc Alexander
Conference Proceedings
2019A Minimum Set-Cover Problem with several constraints
Dörpinghaus, Jens; Düing, Carsten; Weil, Vera
Conference Paper
2019Model Reduction in the Design of Alkaline Methanol Fuel Cells
Clees, Tanja; Klaassen, Bernhard; Nikitin, Igor; Nikitina, Lialia; Pott, Sabine; Krewer, Ulrike; Haisch, Theresa
Conference Paper
2019Optimally rotated coordinate systems for adaptive least-squares regression on sparse grids
Bohn, Bastian; Griebel, Michael; Oettershagen, Jens
Conference Paper
2019Parallel detection of subsystems in linear systems arising in the MESHFREE finite pointset method
Nick, F.; Plum, H.-J.; Kuhnert, J.
Conference Paper
2019PathMe: Merging and exploring mechanistic pathway knowledge
Domingo-Fernandez, D.; Mubeen, S.; Marín-Llaó, J.; Hoyt, C.T.; Hofmann-Apitius, M.
Journal Article
2019Predicting Missing Links Using PyKEEN
Ali, Mehdi; Hoyt, Charles Tapley; Domingo-Fernandez, Daniel; Lehmann, Jens
Conference Paper
2019PSB 2019 Workshop on Text Mining and Visualization for Precision Medicine
Gonzalez-Hernandez, G.; Lu, Z.Y.; Leaman, R.; Weissenbacher, D.; Boland, M.R.; Chen, Y.; Du, J.C.; Fluck, J.; Greene, C.S.; Holmes, J.; Kashyap, A.; Nielsen, R.L.; Ouyang, Z.Q.; Schaaf, S.; Taroni, J.N.; Tao, C.; Zhang, Y.P.; Liu, H.F.
Conference Paper
2019Pseudoentropic derivation of the regularized lattice Boltzmann method
Krämer, A.; Wilde, D.; Küllmer, K.; Reith, D.; Foysi, H.
Journal Article
2019PTSD Biomarker Database: Deep Dive Metadatabase for PTSD Biomarkers, Visualizations and Analysis Tools
Domingo-Fernandez, Daniel; Provost, Allison; Kodamullil, Alpha Tom; Marín-Llaó, Josep; Lasseter, Heather; Diaz, Kristophe; Daskalakis, Nikolaos P.; Lancashire, Lee; Hofmann-Apitius, Martin; Haas, Magali
Journal Article
2019Publisher Correction: ComPath: An ecosystem for exploring, analyzing, and curating mappings across pathway databases (vol 4, 43, 2018)
Domingo-Fernandez, D.; Hoyt, C.T.; Bobis-Alvarez, C.; Marin-Llao, J.; Hofmann-Apitius, M.
Journal Article
2019Quantifying mechanisms in neurodegenerative diseases (NDDs) using candidate mechanism perturbation amplitude (CMPA) algorithm
Karki, R.; Kodamullil, A.T.; Hoyt, C.T.; Hofmann-Apitius, M.
Journal Article
2019RatVec: A General Approach for Low-dimensional Distributed Vector Representations via Rational Kernels
Brito, Eduardo; Georgiev, Bogdan; Domingo-Fernández, Daniel; Hoyt, Charles Tapley; Bauckhage, Christian
Conference Paper
2019Re-curation and rational enrichment of knowledge graphs in Biological Expression Language
Hoyt, C.T.; Domingo-Fernández, D.; Aldisi, R.; Xu, L.; Kolpeja, K.; Spalek, S.; Wollert, E.; Bachman, J.; Gyori, B.M.; Greene, P.; Hofmann-Apitius, M.
Journal Article
2019A Representer Theorem for Deep Kernel Learning
Bohn, Bastian; Rieger, Christian; Griebel, Michael
Journal Article
2019Scalable Linear Solvers for Computational Material Design of Filled Rubbers
Hülsmann, Gösta; Kechel, Arnold; Plum, Hans-Joachim; Schweitzer, Marc Alexander; Hu, Wei; Wu, C.T.; Koishi, Masataka
Abstract
2019Semantic knowledge graph embeddings for biomedical research: data integration using linked open data
Dörpinghaus, J.; Jacobs, M.
Conference Paper
2019Simulation of micron-scale drop impact
Griebel, Michael; Klitz, Margrit
Journal Article
2019Singular value decomposition versus sparse grids: Refined complexity estimates
Griebel, Michael; Harbrecht, Helmut
Journal Article
2019Stable and efficient quantum mechanical calculations with PUMA on triclinic lattices
Albrecht, C.; Klaar, C.; Schweitzer, M.A.
Conference Paper
2019System-AMG for Fully Coupled Reservoir Simulation with Geomechanics
Gries, Sebastian; Metsch, Bram; Tomin, Pavel; Terekhov, Kirill M.
Conference Paper
2019Topological Reduction of Gas Transport Networks
Baldin, Anton; Clees, Tanja; Fuchs, Barbara; Klaassen, Bernhard; Nikitin, Igor; Nikitina, Lialia; Torgovitskaia, Inna
Conference Paper
2018An Adaptive Multiscale Approach for Electronic Structure Methods
Chinnamsetty, Sambasiva Rao; Griebel, Michael; Hamaekers, Jan
Journal Article