Publications

Journal Articles

    1. Nurizada, A., Dhaipule, R., Lyu, Z., & Purwar, A. (2024). A Dataset of 3M Single-DOF Planar 4-, 6-, and 8-bar Linkage Mechanisms with Open and Closed Coupler Curves for Machine Learning-Driven Path Synthesis. Journal of Mechanical Design, 1–16. https://doi.org/10.1115/1.4067014
    2. Deng, X., Nurizada, A., & Purwar, A. (2025). Path synthesis of spatial revolute-spherical-cylindrical-revolute mechanisms using deep learning. Frontiers of Mechanical Engineering, 20(2), 9. https://doi.org/10.1007/s11465-025-0825-7
    3. Nurizada, A., Lyu, Z., & Purwar, A. (2024). Path Generative Model based on Conditional beta-Variational Auto Encoder for Mechanism Design. ASME Journal of Mechanisms and Robotics.
    4. Deng, X., Nurizada, A., & Purwar, A. (2024). Synthesizing Spatial RSCR Mechanisms for Path Generation using a Deep Neural Network. Frontiers of Mechanical Engineering.
    5. Nurizada, A., & Purwar, A. (2023). An Invariant Representation of Coupler Curves Using a Variational AutoEncoder: Application to Path Synthesis of Four-Bar Mechanisms. ASME Journal of Computing and Information Science in Engineering, 24(1). https://doi.org/10.1115/1.4063726
    6. Nurizada, A., & Purwar, A. (2023). Transforming Hand-drawn Sketches of Linkage Mechanisms into their Digital Representation. ASME Journal of Computing and Information Science in Engineering, 1–13. https://doi.org/10.1115/1.4064037
    7. Nurizada, A., & Kirane, K. (2020). Induced anisotropy in the fracturing behavior of 3D printed parts analyzed by the size effect method. Engineering Fracture Mechanics, 239, 107304. https://doi.org/https://doi.org/10.1016/j.engfracmech.2020.107304

Conference Papers

    1. Halwah, A., Nurizada, A., & Purwar, A. (2024). Generative Design of Planar Four-Bar Motions using Conditional Variational AutoEncoder. ASME IDETC.