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A Physics-Informed Meta-Learning Framework for the Continuous Solution of Parametric PDEs on Arbitrary Geometries2025 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Reza Najian Asl, Yusuke Yamazaki, Kianoosh Taghikhani, Mayu Muramatsu, Markus Apel, Shahed Rezaei
1citations -
Benchmarking Variational AutoEncoders on cancer transcriptomics data2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Gene expression and cancer classification Open access
Mostafa Eltager, Tamim Abdelaal, Mohammed Charrout, Ahmed Essam Mahfouz, Marcel J. T. Reinders, Stavros Makrodimitris
4citations -
QUEST: Quasar unsupervised encoder and synthesis tool2026 Archive ouverte UNIGE (University of Geneva) article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Francesco Guarneri, Jan–Torge Schindler, R. A. Meyer, D. Yang, Joseph F. Hennawi, Luisa Lucie-Smith, +2 more
0citations -
Point2FFD: Learning Shape Representations of Simulation-Ready 3D Models for Engineering Design Optimization2021 International Conference on 3D Vision (3DV) conference-paper Engineering 3D Shape Modeling and Analysis Open access
Thiago Rios, Bas van Stein, Thomas Bäck, Bernhard Sendhoff, Stefan Menzel
8citations -
A physics-informed meta-learning framework for the continuous solution of parametric PDEs on arbitrary geometries2026 Computers & Structures article Physics and Astronomy Model Reduction and Neural Networks Open access
Reza Najian Asl, Yusuke Yamazaki, Kianoosh Taghikhani, Mayu Muramatsu, Markus Apel, Shahed Rezaei
4citations -
Integrative Learning of Disentangled Representations from Single-Cell RNA-Sequencing Datasets2026 Computational and Structural Biotechnology Journal article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Claudio Novella-Rausell, Dorien J.M. Peters, Ahmed Essam Mahfouz
1citations -
Integrative learning of disentangled representations from single-cell RNA-sequencing datasets2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Claudio Novella-Rausell, Dorien J.M. Peters, Ahmed Essam Mahfouz
0citations -
Rheumatic Digital Twin: Proposed Machine Learning–Based Multimodal Framework to Inform Clinical Decision-Making2026 Journal of Medical Internet Research article Computer Science Machine Learning in Healthcare Open access
Daniyal Selani, Rachel Knevel, Marcel J. T. Reinders, Erik B. van den Akker
0citations -
Benchmarking Pathology Feature Extractors for Whole Slide Image Classification2023 St Andrews Research Repository (St Andrews Research Repository) conference-paper Computer Science AI in cancer detection Open access
Georg Wölflein, Dyke Ferber, Asier Rabasco Meneghetti, Omar S. M. El Nahhas, Daniel Truhn, Zunamys Itzell Carrero, +3 more
7citations -
Unsupervised embedding of trajectories captures the latent structure of scientific migration2023 Proceedings of the National Academy of Sciences article Decision Sciences scientometrics and bibliometrics research Open access
Dakota Murray, Jisung Yoon, Sadamori Kojaku, Rodrigo Costas, Woo‐Sung Jung, Staša Milojević, +1 more
26citations -
Expressivity of parameterized and data-driven representations in quality diversity search2021 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access
Alexander Hagg, Sebastian Berns, Alexander Asteroth, Simon Colton, Thomas Bäck
13citations -
Benchmarking variational AutoEncoders on cancer transcriptomics data2023 PLoS ONE article Biochemistry, Genetics and Molecular Biology Gene expression and cancer classification Open access
Mostafa Eltager, Tamim Abdelaal, Mohammed Charrout, Ahmed Essam Mahfouz, Marcel J. T. Reinders, Stavros Makrodimitris
18citations