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1. Generative Design Methodology and Framework Exploiting Designer-Algorithm Synergies
Luka Gradišar, Robert Klinc, Žiga Turk, Matevž Dolenc, 2022, original scientific article

Keywords: generative design, optimisation, computational design, parametric modelling, BIM, automation, shading study
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2. Evaluation of topology optimization and generative design tools as support for conceptual design
Daria Vlah, Roman Žavbi, Nikola Vukašinović, 2020, published scientific conference contribution

Keywords: design tools, design optimisation, conceptual design, generative design, topology optimization
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3. Generative Design for Constructability improvements with BIM-Lean approach
José Luis Rodríguez Hernández, 2021, master's thesis

Keywords: Constructability, BIM, Lean, Generative Design, Machine Learning, Parametric Design, Rationalization, Non-Technical problems in construction
Full text (file, 12,03 MB)

4. Effectiveness of automatic cam programming using machining templates for the manufacture of special production tooling
Maciej Kowalski, Przemysław Zawadzki, Adam Hamrol, 2021, original scientific article

Keywords: generative CAM process, CNC programming, technology design automation, knowledge-based engineering
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5. Exploring the potential of generative design for concept design development in architecture
Minja Radenković, 2023, master's thesis

Keywords: civil engineering, master thesis, BIM, generative design, optimization, computational design, parametric modeling, concept development, architecture, BIM, gradbeništvo, magistrska dela, GR, BIM, generativno načrtovanje, optimizacija, računsko načrtovanje, parametrično modeliranje, konceptualni razvoj, arhitektura, BIM
Full text (file, 5,48 MB)

6. Using a generative adversarial network for the inverse design of soft morphing composite beams
Tomaž Brzin, Miha Brojan, 2024, original scientific article

Keywords: inverse design, generative adversarial network, morphing composites, complex shapes, complex motions
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7. Towards machine learned generative design
Luka Gradišar, Matevž Dolenc, Robert Klinc, 2024, original scientific article

Keywords: computational design, generative design, machine learning, optimization, surrogate modelling
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8. Generative adversarial network-based inverse design of self-deploying soft kirigami composites for targeted shape transformation
Tomaž Brzin, Mohammad Khalid Jawed, Miha Brojan, 2025, original scientific article

Keywords: generative adversarial network, inverse design, self-deploying structures, kirigami composites
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