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Application of quantum-inspired generative models to small molecular datasets2023 IEEE International Conference on Quantum Computing and Engineering (QCE) conference-paper Computer Science Computational Drug Discovery Methods Open access
Charles Moussa, Hao Wang, Mauricio Araya‐Polo, Thomas Bäck, Vedran Dunjko
9citations -
A Pragmatic Note on Evaluating Generative Models with Fréchet Inception Distance for Retinal Image Synthesis2025 arXiv (Cornell University) preprint Computer Science Generative Adversarial Networks and Image Synthesis Open access
Yuli Wu, Fucheng Liu, Rüveyda Yilmaz, Henning Konermann, Peter Walter, Johannes Stegmaier
0citations -
A Full Quantum Generative Adversarial Network Model for High Energy Physics Simulations2026 Journal of Physics Conference Series conference-paper Computer Science Quantum Computing Algorithms and Architecture Open access
Florian Rehm, Sofia Vallecorsa, Michele Grossi, K. Borras, Dirk Krücker
6citations -
Interferometric Quantum Polynomial Chaos Expansion as a Generative Model for Calorimeter Shower Simulation2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access
J. Slim, Saverio Monaco, Florian Rehm, D. Kruecker, Frank Gaede, Kerstin Borras
0citations -
Modeling the Temperature-Dependent Size Change of Polydisperse Nano-objects using a Deep Generative Model2024 Nano Letters article Biochemistry, Genetics and Molecular Biology Advanced Fluorescence Microscopy Techniques
Reza Azad, Pia Lenßen, Yiwei Jia, Martin Strauch, Berk Alperen Bener, Dorit Merhof, +1 more
7citations -
Artifact and reference models for generative machine learning frameworks and build systems2021 ACM SIGPLAN International Conference on Generative Programming: Concepts and Experiences (GPCE) conference-paper Computer Science Model-Driven Software Engineering Techniques cited by 3 patents
Abdallah Atouani, Jörg Christian Kirchhof, Evgeny Kusmenko, Bernhard Rumpe⋆
15citations -
Prediction of the microstructure of cold-compacted Astaloy 85Mo with deep generative models2024 Computational Materials Science article Engineering Powder Metallurgy Techniques and Materials Open access
Oliver Schenk, Marco Becker, Yuanbin Deng, Philipp Niemietz, Thomas Bergs, Christoph Broeckmann
6citations -
Exploiting Generative Models for Performance Predictions of 3D Car Designs2021 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Engineering 3D Shape Modeling and Analysis Open access cited by 3 patents
Sneha Saha, Thiago Rios, Leandro Lei Minku, Bas van Stein, Patricia Wollstadt, Xin Yao, +3 more
11citations -
Universality of Classically Trainable, Quantum-Deployed Boson-Sampling Generative Models2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access
Andrii Kurkin, Ulysse Chabaud, Zoltán Kolarovszki, Bence Bakó, Zoltán Zimborás, Vedran Dunjko
0citations -
Identifying commonalities between cell lines and tumors at the single cell level using Sobolev Alignment of deep generative models2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Soufiane M. C. Mourragui, Joseph C. Siefert, Marcel J. T. Reinders, Marco Loog, Lodewyk F.A. Wessels
2citations -
Parameterized quantum circuits as universal generative models for continuous multivariate distributions2025 npj Quantum Information article Computer Science Quantum Computing Algorithms and Architecture Open access
Alice Barthe, Michele Grossi, Sofia Vallecorsa, Jordi Tura, Vedran Dunjko
11citations