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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 -
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 -
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 -
VAE-MOTION: A deep generative model for cardiomyocyte contractility analysis for improving drug efficacy evaluation2025 Expert Systems with Applications article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Giorgia Curci, Paola Casti, Luca Sala, Marcella Brescia, Pasquale Cascarano, Michele D’Orazio, +6 more
1citations -
Discovery of drug–omics associations in type 2 diabetes with generative deep-learning models2023 Nature Biotechnology article Biochemistry, Genetics and Molecular Biology Bioinformatics and Genomic Networks Open access
Rosa Lundbye Allesøe, Agnete Troen Lundgaard, Ricardo Hernández Medina, Alejandro Aguayo‐Orozco, Joachim Johansen, Jakob Nybo Nissen, +94 more
112citations -
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 -
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
Sneha Saha, Thiago Rios, Leandro Lei Minku, Bas van Stein, Patricia Wollstadt, Xin Yao, +3 more
11citations -
A Model-Driven Generative Self Play-Based Toolchain for Developing Games and Players2022 ACM SIGPLAN International Conference on Generative Programming: Concepts and Experiences (GPCE) conference-paper Computer Science Artificial Intelligence in Games
Evgeny Kusmenko, Maximilian Münker, Matthias Nadenau, Bernhard Rumpe⋆
2citations -
De Novo Design of High-Performance Sec-type Signal Peptide via a Hybrid Deep Learning Architecture2025 JACS Au article Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access
Xiaopeng Dai, Yingjun Zhou, Zhimin Li, Yu Ji, Ulrich Schwaneberg, Zonglin Li
8citations -
AlphaFold Meets De Novo Drug Design: Leveraging Structural Protein Information in Multitarget Molecular Generative Models2024 Journal of Chemical Information and Modeling article Computer Science Computational Drug Discovery Methods Open access
Andrius Bernatavicius, Martin Šícho, Antonius P. A. Janssen, Alan Kai Hassen, Mike Preuß, Gerard J. P. van Westen
20citations -
Reduced Precision Strategies for Deep Learning : A High Energy Physics Generative Adversarial Network Use Case2021 RWTH Publications (RWTH Aachen) conference-paper Computer Science Advanced Neural Network Applications Open access
Florian Rehm, Sofia Vallecorsa, Vikram A. Saletore, Hans Pabst, Adel Chaibi, Valeriu Codreanu, +2 more
12citations