Nikos Ath. Kallioras

Accelerated topology optimization by means of deep learning

Nikos Ath. Kallioras, Georgios Kazakis, Nikos D. Lagaros · Structural and Multidisciplinary Optimization · 2020 · 108 citations

Large Scale Optimization, Deep Learning, Accelerated Topology Optimization +2

Pity beetle algorithm – A new metaheuristic inspired by the behavior of bark beetles

Nikos Ath. Kallioras, Nikos D. Lagaros, Dimitrios Ν. Avtzis · Advances in Engineering Software · 2018 · 106 citations

Memetic Algorithm, Firefly Algorithm, Intelligent Optimization +5

DzAIℕ: Deep learning based generative design

Nikos Ath. Kallioras, Nikos D. Lagaros · Procedia Manufacturing · 2020 · 74 citations · Full text

Design Space Exploration, Generative Artificial Intelligence, Engineering +12

The Mosaic of Metaheuristic Algorithms in Structural Optimization

Nikos D. Lagaros, Vagelis Plevris, Nikos Ath. Kallioras · Archives of Computational Methods in Engineering · 2022 · 45 citations

Engineering, Design, System Optimization +6

MLGen: Generative Design Framework Based on Machine Learning and Topology Optimization

Nikos Ath. Kallioras, Nikos D. Lagaros · Applied Sciences · 2021 · 33 citations · Full text

Geometric Modeling, Industrial Design, Design Space Exploration +14