Challenges and applications in generative AI for clinical tabular data in physiology. Pflügers Archiv : European journal of physiology, Springer, Berlin u. a., Oct 17, 2024. [PUMA: topic_lifescience FIS_scads imported]
Netrank: network-based approach for biomarker discovery. BMC bioinformatics, (24)1BioMed Central, London, Jul 29, 2023. [PUMA: topic_lifescience Algorithms, Area Biomedical Curve, Disease FIS_scads Gene Humans, Library Progression, Research, Under]
Word-based GWAS harnesses the rich potential of genomic data for E. coli quinolone resistance. Frontiers in microbiology, (14):1276332, Frontiers Media S.A., 2023. [PUMA: topic_lifescience FIS_scads imported]
Diatom adhesive trail proteins acquired by horizontal gene transfer from bacteria serve as primers for marine biofilm formation. New Phytologist, (240)2:770--783, Wiley-Blackwell, Oxford u. a., Aug 7, 2023. [PUMA: topic_lifescience Adhesives/metabolism, Bacteria Biofilms, Diatoms/metabolism, FIS_scads Gene Horizontal, Transfer,]
Is Protein BLAST a thing of the past?. Nature communications, (14)1Nature Publishing Group, Dec 11, 2023. [PUMA: topic_lifescience Databases, FIS_scads Protein, Proteins/genetics]
The Rad52 SSAP superfamily and new insight into homologous recombination. Communications biology, (6)1Springer Nature, Jan 23, 2023. [PUMA: topic_lifescience DNA FIS_scads Homologous Protein/genetics Rad52 Recombination Recombination, Repair and]
Spontaneous flow instabilities of active polar fluids in three dimensions. Physical Review Research, (5)2American Physical Society, College Park, April 2023. [PUMA: topic_lifescience FIS_scads imported]
Inverse Dirichlet weighting enables reliable training of physics informed neural networks. Machine learning: science and technology, (3)1IOP Publishing Ltd., Feb 15, 2022. [PUMA: topic_lifescience ALGORITHM FIS_scads active catastrophic flow forgetting, gradient modeling, multi-objective multi-scale networks, neural physics-informed regularization, training, turbulence,]
STENCIL-NET for equation-free forecasting from data. Scientific reports, (13)1Nature Publishing Group, December 2023. [PUMA: topic_lifescience FIS_scads imported]
A numerical solver for active hydrodynamics in three dimensions and its application to active turbulence. Physics of fluids, (35)10American Institute of Physics, Oct 1, 2023. [PUMA: topic_lifescience FIS_scads imported]
A Unifying Mathematical Definition of Particle Methods. IEEE open journal of the computer society : an open access publication of the IEEE Computer Society, (4):97--108, Institute of Electrical and Electronics Engineers Inc., 2023. [PUMA: topic_lifescience Algorithmics, FIS_scads algorithms, definition, engineering formal mesh-free methods, parallelization, particle simulation software]
Learning deterministic hydrodynamic equations from stochastic active particle dynamics. Jan 21, 2022. [PUMA: topic_lifescience FIS_scads cond-mat.soft, cs.LG, physics.data-an]
Parallel Discrete Convolutions on Adaptive Particle Representations of Images. IEEE Transactions on Image Processing, (31):4197--4212, Wiley-IEEE Press, Jan 1, 2022. [PUMA: topic_lifescience Convolution, Data FIS_scads Image Microscopy, Signal processing, reconstruction, resolution resolution, structures,]
A C++ Library for Memory Layout and Performance Portability of Scientific Applications. In Jeremy Singer, Yehia Elkhatib, Dora Blanco Heras, Patrick Diehl, Nick Brown, and Aleksandar Ilic (Eds.), Euro-Par 2022, 109--120, Springer Science and Business Media B.V., Germany, 2023. [PUMA: topic_lifescience C++ FIS_scads GPU, algorithms, generic layout, memory multi-core, performance portability tuples,]
Adaptive weighting of Bayesian physics informed neural networks for multitask and multiscale forward and inverse problems. Journal of computational physics, (491)Academic Press Inc., Oct 15, 2023. [PUMA: topic_lifescience Adaptive Artificial Bayesian Carlo, FIS_scads Hamiltonian Intelligence, Monte Multi-objective Quantification Uncertainty learning, networks, neural physics-informed training, weight]
Stability selection enables robust learning of differential equations from limited noisy data. Proceedings of the Royal Society of London : Series A, Mathematical, physical and engineering sciences, (478)2262Royal Society Publishing, June 2022. [PUMA: topic_lifescience FIS_scads PAR differential equations, learning learning, machine proteins, regression, selection, sparse stability statistical theory]
Error-Tolerant Reasoning in ℰℒ w.r.t. Optimal ABox Repairs (Extended Abstract). Proceedings of the 36th International Workshop on Description Logics (DL 2023), Rhodes, Greece, September 2-4, 2023, CEUR-WS.org, Sep 2, 2023. [PUMA: topic_knowledge FIS_scads imported]
Efficient Axiomatization of OWL 2 EL Ontologies from Data by means of Formal Concept Analysis (Extended Abstract). In Laura Giordano, Jean Christoph Jung, and Ana Ozaki (Eds.), Proceedings of the 37th International Workshop on Description Logics (DL 2024), June 18--21, 2024, Bergen, Norway, RTWH Aachen, Jun 18, 2024. [PUMA: topic_knowledge FIS_scads imported]
NEXAS: A Visual Tool for Navigating and Exploring Argumentation Solution Spaces. In Francesca Toni, Sylwia Polberg, Richard Booth, Martin Caminada, and Hiroyuki Kido (Eds.), Proceedings of the 9th International Conference on Computational Models of Argument (COMMA 2022), (220146):116–127, IOS Press, Amsterdam u. a., Netherlands, Sep 1, 2022. [PUMA: topic_knowledge FIS_scads abstract argumentation, exploration, solution space visualization]
Wikidata: The Making Of. In Ying Ding, Jie Tang, Juan F. Sequeda, Lora Aroyo, Carlos Castillo, and Geert-Jan Houben (Eds.), Companion Proceedings of the ACM Web Conference 2023 (WWW'23), 615–624, Association for Computing Machinery (ACM), New York, United States of America, Apr 30, 2023. [PUMA: topic_knowledge FIS_scads MediaWiki, Wikibase, Wikidata, graph knowledge]