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Introducing a microstructure-embedded autoencoder approach for reconstructing high-resolution solution field data from a reduced parametric space2024 Computational Mechanics article Physics and Astronomy Model Reduction and Neural Networks Open access
Rasoul Najafi Koopas, Shahed Rezaei, Natalie Rauter, Richard Ostwald, Rolf Lammering
5citations -
A reduced-order model for turbulent reactive sprays in compression ignition engines2021 Combustion and Flame article Chemical Engineering Advanced Combustion Engine Technologies Open access
Abhishek Y. Deshmukh, Marco Davidovic, Temistocle Grenga, Raghavan Lakshmanan, Liming Cai, Heinz G. Pitsch
4citations -
Automated importance sampling via optimal control for stochastic reaction networks: A Markovian projection–based approach2024 Journal of Computational and Applied Mathematics article Economics, Econometrics and Finance Stochastic processes and financial applications Open access
Chiheb Ben Hammouda, Nadhir Ben Rached, Raul F. Tempone, Sophia Wiechert
2citations -
Automated Importance Sampling via Optimal Control for Stochastic Reaction Networks: A Markovian Projection-based Approach2023 arXiv (Cornell University) preprint Economics, Econometrics and Finance Stochastic processes and financial applications Open access
Chiheb Ben Hammouda, Nadhir Ben Rached, Raul F. Tempone, Sophia Wiechert
0citations -
Hybrid Deep Learning for Botnet Attack Detection in the Internet-of-Things Networks2020 IEEE Internet of Things Journal article Computer Science Network Security and Intrusion Detection Open access cited by 1 patent
Segun Isaiah Popoola, Bamidele Adebisi, Mohammad Ali A. Hammoudeh, Guan Gui, Haris Gacanin
249citations -
MO386: Visualising and Differentiating Kidney Disorders by Urinary Peptidomics Using a Machine Learning Approach2022 Nephrology Dialysis Transplantation conference-abstract Medicine Chronic Kidney Disease and Diabetes
Justyna Siwy, Emmmanouil Mavrogeorgis, Tianlin He, Harald Mischak, Harald Rupprecht, Joachim Beige
1citations -
Surrogate-assisted Bayesian inference with ERT data for contaminant transport modelling in the subsurface2025 conference-abstract Earth and Planetary Sciences Geophysical and Geoelectrical Methods Open access
Maria Fernanda Morales Oreamuno, Nino Menzel, Sergey Oladyshkin, F M Wagner, Wolfgang Nowak
0citations -
Tensor Train Optimization for Conformational Sampling of Organic Molecules2025 Journal of Chemical Theory and Computation article Physics and Astronomy Advanced Chemical Physics Studies Open access
Christopher Zurek, Ruslan A. Mallaev, Alexander C. Paul, Nils van Staalduinen, Philipp Pracht, Roman Ellerbrock, +1 more
9citations