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Accelerating Deep Learning Inference in Constrained Embedded Devices Using Hardware Loops and a Dot Product Unit2020 IEEE Access article Computer Science Parallel Computing and Optimization Techniques Open access cited by 1 patent
Jure Vreča, Karl J. X. Sturm, Ernest Gungl, Farhad Merchant, Paolo Bientinesi, Rainer Leupers, +1 more
17citations -
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 -
Constraints on the early Universe star formation efficiency from galaxy clustering and halo modeling of H α and [O III] emitters2025 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Marko Shuntov, Pascal A. Oesch, Sune Toft, R. A. Meyer, Alba Covelo-Paz, Louise Paquereau, +10 more
32citations -
Euclid preparation: XCVI. Cosmology Likelihood for Observables in Euclid (CLOE). 3. Inference and forecasts2026 Astronomy and Astrophysics article Physics and Astronomy Cosmology and Gravitation Theories Open access
G Cañas-Herrera, Lisa W. K. Goh, L Blot, Marco Bonici, S. Camera, V. F. Cardone, +94 more
14citations -
Assessment of data consistency through cascades of independently recurrent inference machines for fast and robust accelerated MRI reconstruction2022 Physics in Medicine and Biology article Medicine Advanced MRI Techniques and Applications Open access
Dimitrios Karkalousos, Samantha Noteboom, Hanneke E. Hulst, Franciscus M. Vos, Matthan W.A. Caan
13citations -
A comparison of metabolic labeling and statistical methods to infer genome-wide dynamics of RNA turnover2021 Briefings in Bioinformatics article Biochemistry, Genetics and Molecular Biology RNA Research and Splicing Open access
Etienne Boileau, Janine Altmüller, Isabel S. Naarmann‐de Vries, Christoph Dieterich
21citations -
Reliability analysis of complex systems using subset simulations with Hamiltonian Neural Networks2024 Structural Safety article Decision Sciences Probabilistic and Robust Engineering Design Open access
Denny Thaler, Somayajulu L. N. Dhulipala, Franz Bamer, Bernd A. Markert, Michael D. Shields
24citations -
FlopPITy: Enabling self-consistent exoplanet atmospheric retrievals with machine learning2024 Astronomy and Astrophysics article Physics and Astronomy Stellar, planetary, and galactic studies Open access
Francisco Ardévol Martínez, Michiel Min, Daniela Huppenkothen, I. Kamp, Paul I. Palmer
13citations