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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 -
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
109citations -
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 -
Deep Neural Networks for Analysis of Microscopy Images—Synthetic Data Generation and Adaptive Sampling2021 Crystals article Materials Science Machine Learning in Materials Science Open access cited by 3 patents
Patrick Trampert, Dmitri Rubinstein, Faysal Boughorbel, Christian Schlinkmann, Maria Luschkova, Philipp Slusallek, +2 more
40citations -
B1 field map synthesis with generative deep learning used in the design of parallel-transmit RF pulses for ultra-high field MRI2022 Zeitschrift für Medizinische Physik article Medicine Advanced MRI Techniques and Applications Open access cited by 1 patent
Boris Eberhardt, Benedikt Andreas Poser, Nadim Jon Shah, Jörg Felder
11citations -
Automated Segmentation of Mitochondria in Virus-Infected Cells Using Deep Learning Models2023 Microscopy and Microanalysis article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Matthijs Schrage, Mario-Alin Rus, Marre Niessen, Thomas Burgoyne, Andreia Pinto
1citations -
Augmentation of 3D virtual aggregate database using deep convolutional Wasserstein generative adversarial networks2025 Advanced Engineering Informatics article Engineering Asphalt Pavement Performance Evaluation Open access
Dong Feng, Jinchao Guan, Chaoliang Fu, Yuanyuan Hu, Frédéric Otto, Pengfei Liu
19citations -
Data-driven adaptive approach integrating genetic algorithm and conditional generative adversarial network for minimizing earing formation in industrially rolled aluminium strips2026 Transactions of the Indian Institute of Metals article Materials Science Machine Learning in Materials Science Open access
Nilesh Thakare, Kai Karhausen, Holger Brüggemann, Emad Scharifi, Junhe Lian
0citations -
Differential privacy for medical deep learning: methods, tradeoffs, and deployment implications2026 npj Digital Medicine article Computer Science Privacy-Preserving Technologies in Data Open access
Mohsen Vejdanihemmat, Mahshad Lotfinia, Mirabela Rusu, Daniel Truhn, Andreas Maier, Soroosh Tayebi Arasteh
27citations -
Aspen Open Jets: unlocking LHC data for foundation models in particle physics2025 Machine Learning Science and Technology article Physics and Astronomy Particle physics theoretical and experimental studies Open access
Oz Amram, Luca Anzalone, Joschka Birk, Darius A. Faroughy, Anna Hallin, Gregor Kasieczka, +3 more
7citations