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Systematic Evaluation of Normalization Methods for Glycomics Data Based on Performance of Network Inference2020 Metabolites article Biochemistry, Genetics and Molecular Biology Glycosylation and Glycoproteins Research Open access
Elisa Benedetti, Nathalie Gerstner, Maja Pučić‐Baković, Toma Keser, Karli R. Reiding, L. Renee Ruhaak, +11 more
22citations -
Preserving privacy in domain transfer of medical AI models comes at no performance costs: The integral role of differential privacy2023 arXiv (Cornell University) preprint Computer Science Privacy-Preserving Technologies in Data Open access
Soroosh Tayebi Arasteh, Mahshad Lotfinia, Teresa Nolte, Marwin Saehn, Peter Isfort, Christiane Katharina Kuhl, +3 more
3citations -
13CFLUX - third-generation high-performance engine for isotopically (non)stationary 13C metabolic flux analysis2025 Bioinformatics article Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction Open access
Anton Stratmann, Martin Beyß, Johann F. Jadebeck, Wolfgang Wiechert, Katharina Nöh
5citations -
Performance and Robustness of Parameter Estimation from Phylogenetic Trees Using Neural Networks2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Genomics and Phylogenetic Studies Open access
Tianjian Qin, Koen J. van Benthem, Luís Valente, Rampal S. Etienne
7citations -
FPGA-based Deep Learning Inference Accelerators: Where Are We Standing?2023 ACM Transactions on Reconfigurable Technology and Systems article Computer Science Embedded Systems Design Techniques Open access
Anouar Nechi, Lukas Groth, Saleh Mulhem, Farhad Merchant, Rainer Buchty, Mladen Bereković
73citations -
A Hardware-Aware Performance Analysis of Machine Learning Models for Sensor-Aided Millimeter-Wave Beam Prediction2026 International Conference on Communications conference-paper Engineering Millimeter-Wave Propagation and Modeling Open access
Barış Sayitoğlu, Arish Sateesan, Marina Petrova, Ljiljana Simić
0citations -
Is this test fit-for-purpose? Principles and a checklist for evaluating the clinical performance of a test in the new era of in vitro diagnostic (IVD) regulation2025 Critical Reviews in Clinical Laboratory Sciences review Medicine Clinical Laboratory Practices and Quality Control Open access
Sarah J. Lord, Andrea Rita Horvath, Sverre Sandberg, Phillip J. Monaghan, Christa M. Cobbaert, Alexander Tolios, +1 more
12citations -
Hybrid Inference Optimization for AI-Enhanced Turbulent Boundary Layer Simulation on Heterogeneous Systems2026 JuSER Publikationsportal article Computer Science Parallel Computing and Optimization Techniques Open access
Fabian Orland, Tom Hilgers, Fabian Hübenthal, Rakesh Sarma, Andreas Lintermann, Christian Terboven
0citations -
Simulation-based inference for rapid Bayesian parameter estimation in epidemiological models: a comparison with MCMC2026 arXiv (Cornell University) preprint Mathematics Markov Chains and Monte Carlo Methods Open access
Alina Bazarova, Johann F. Jadebeck, Henrik Zunker, Carolina J. Klett-Tammen, Torben Heinsohn, Wolfgang Wiechert, +2 more
0citations -
High-throughput parameter estimation from experimental data using Bayesian Inference with accelerated sampling2026 npj Computational Materials article Materials Science Machine Learning in Materials Science Open access
Basita Das, William Heymann, Yueming Wang, Uwe Rau, Thomas Kirchartz, Tonio Buonassisi
0citations -
Euclid preparation. CII. Non-Gaussianity of two-point statistics likelihood: Parameter inference with a non-Gaussian likelihood in Fourier and configuration space2026 Springer Link (Chiba Institute of Technology) article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Sylvain Gouyou Beauchamps, J. Bel, Philippe Baratta, C. Carbone, B Altieri, Stefano Andreon, +94 more
0citations