Rutwik Gulakala

Artificial neural networks in structural dynamics: A new modular radial basis function approach vs. convolutional and feedforward topologies

Marcus Stoffel, Rutwik Gulakala, Franz Bamer et al. · Computer Methods in Applied Mechanics and Engineering · 2020 · 76 citations

Evolving Neural Network, Engineering, Artificial Neural Networks +13

Generative adversarial network based data augmentation for CNN based detection of Covid-19

Rutwik Gulakala, Bernd Markert, Marcus Stoffel · Scientific Reports · 2022 · 48 citations · Full text

Rapid diagnosis of Covid-19 infections by a progressively growing GAN and CNN optimisation

Rutwik Gulakala, Bernd Markert, Marcus Stoffel · Computer Methods and Programs in Biomedicine · 2022 · 39 citations · Full text

Engineering, Generative Adversarial Network, Viral Diagnostics +14

Graph Neural Network enhanced Finite Element modelling

Rutwik Gulakala, Bernd Markert, Marcus Stoffel · PAMM · 2023 · 21 citations · Full text

Numerical Analysis, Finite Element Method, Graph Neural Networks +15

Development of convolutional neural networks for recognition of tenogenic differentiation based on cellular morphology

Gözde Dursun, Saurabh Balkrishna Tandale, Rutwik Gulakala et al. · Computer Methods and Programs in Biomedicine · 2021 · 15 citations

Pattern Formation, Developmental Biology, Engineering +14