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Estimating dense-packed zone height in liquid–liquid separation: A physics-informed neural network approach2026 Chemical Engineering Journal article Physics and Astronomy Model Reduction and Neural Networks Open access
Mehmet Velioglu, Song Zhai, Alexander Mitsos, Adel Mhamdi, Andreas Jupke, Manuel Dahmen
1citations -
Estimating dense-packed zone height in liquid–liquid separation: A physics-informed neural network approach2026 RWTH Publications (RWTH Aachen) article Computer Science Neural Networks and Applications Open access
Mehmet Velioglu, Song Zhai, Alexander Mitsos, Adel Mhamdi, Andreas Jupke, Manuel Dahmen
0citations -
Estimating Dense-Packed Zone Height in Liquid-Liquid Separation: A Physics-Informed Neural Network Approach2026 RWTH Publications (RWTH Aachen) article Computer Science Neural Networks and Applications Open access
Mehmet Velioglu, Song Zhai, Alexander Mitsos, Adel Mhamdi, Andreas Jupke, Manuel Dahmen
0citations -
Newton versus the machine: solving the chaotic three-body problem using deep neural networks2020 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Model Reduction and Neural Networks Open access cited by 1 patent
Philip G. Breen, Christopher N. Foley, Tjarda Boekholt, Simon Portegies Zwart
97citations -
FPGA-accelerated Binary Neural Networks as a surrogate model for a viscoplastic constitutive law in impulsively loaded beams2025 Mechanics Research Communications article Computer Science Advanced Neural Network Applications Open access
Vasileios Polydoras, Saurabh Balkrishna Tandale, Rutwik Gulakala, Marcus Stoffel
2citations -
Recurrent neural networks as a physics-based self-learning solver to satisfy plane stress viscoplasticity undergoing isotropic damage2024 Mechanics Research Communications article Physics and Astronomy Model Reduction and Neural Networks Open access
Saurabh Balkrishna Tandale, Vasileios Polydoras, Marcus Stoffel
3citations -
Constructive community race: full-density spiking neural network model drives neuromorphic computing2026 Neuromorphic Computing and Engineering article Engineering Advanced Memory and Neural Computing Open access
Johanna Senk, Anno Christopher Kurth, Steve B. Furber, Tobias Gemmeke, Bruno Golosio, Arne Heittmann, +13 more
5citations -
Neural Radiance Fields From Sparse RGB-D Images for High-Quality View Synthesis2022 IEEE Transactions on Pattern Analysis and Machine Intelligence article Engineering 3D Shape Modeling and Analysis Open access cited by 1 patent
Yu-Jie Yuan, Yu‐Kun Lai, Yihua Huang, Leif P. Kobbelt, Lin Gao
28citations