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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 cited by 3 patents
Sneha Saha, Thiago Rios, Leandro Lei Minku, Bas van Stein, Patricia Wollstadt, Xin Yao, +3 more
11citations -
Cellcyclegan: Spatiotemporal Microscopy Image Synthesis Of Cell Populations Using Statistical Shape Models And Conditional Gans2021 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Dennis Bähr, Dennis Eschweiler, Anuk Bhattacharyya, Daniel Moreno-Andrés, Wolfram Antonin, Johannes Stegmaier
9citations -
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 -
XomicsToModel: Omics data integration and generation of thermodynamically consistent metabolic models2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction Open access
German Preciat, Agnieszka B. Wegrzyn, Ines Thiele, Thomas Hankemeier, Ronan M. T. Fleming
10citations -
A Simulation Study to Compare the Predictive Performance of Survival Neural Networks with Cox Models for Clinical Trial Data2021 Computational and Mathematical Methods in Medicine article Computer Science Machine Learning in Healthcare Open access
Georgios Kantidakis, Elia Mario Biganzoli, Hein Putter, Marta F. Fiocco
15citations -
Fauxcurrence: simulating multi-species occurrences for null models in species distribution modelling and biogeography2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Environmental Science Species Distribution and Climate Change Open access
Owen G. Osborne, Henry G. Fell, Hannah Atkins, Jan van Tol, Daniel Phillips, Leonel Herrera‐Alsina, +13 more
3citations -
The GAMBIT Universal Model Machine: from Lagrangians to likelihoods2021 The European Physical Journal C article Physics and Astronomy Particle physics theoretical and experimental studies Open access
Sanjay Bloor, Tomás E. Gonzalo, Pat Scott, Christopher Chang, Are Raklev, José Eliel Camargo-Molina, +4 more
21citations -
E-mail autocomplete function using RNN Encoder-decoder sequence-to-sequence model2021 International Conference on Electronics, Communication and Aerospace Technology (ICECA) conference-paper Computer Science Topic Modeling cited by 1 patent
Rohan Modi, Kush Naik, Tarjni Vyas, Shivani Desai, Sheshang Degadwala
3citations -
Towards an automated generator of urban building energy loads from 3D building models2021 Linköping electronic conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access
Alessandro Maccarini, Michael Mans, Christian Grau Sørensen, Alireza Afshari
0citations -
Mechanistic model-driven exometabolomic characterisation of human dopaminergic neuronal metabolism2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction Open access
German Preciat, Agnieszka B. Wegrzyn, Edinson Lucumi Moreno, Cornelius C.W. Willacey, Jennifer Modamio, Fátima Liliana Monteiro, +18 more
12citations -
How Does Counterfactually Augmented Data Impact Models for Social Computing Constructs?2021 Conference on Empirical Methods in Natural Language Processing (EMNLP) conference-paper Computer Science Hate Speech and Cyberbullying Detection Open access
Indira Sen, Mattia Samory, Fabian Flöck, Claudia Wagner, Isabelle Augenstein
22citations -
Second-generation TNFα turnover model for improved analysis of test compound interventions in LPS challenge studies2021 European Journal of Pharmaceutical Sciences article Immunology and Microbiology Immunotoxicology and immune responses Open access
Julia Larsson, Edmund Hoppe, Michael Gautrois, Marija Cvijović, Mats Jirstrand
4citations