| Joinable: Learning bottom-up assembly of parametric cad joints KDD Willis, PK Jayaraman, H Chu, Y Tian, Y Li, D Grandi, A Sanghi, ... Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022 | 121 | 2022 |
| Conceptual design generation using large language models K Ma, D Grandi, C McComb, K Goucher-Lambert International Design Engineering Technical Conferences and Computers and …, 2023 | 101 | 2023 |
| Designqa: A multimodal benchmark for evaluating large language models’ understanding of engineering documentation AC Doris, D Grandi, R Tomich, MF Alam, M Ataei, H Cheong, F Ahmed Journal of Computing and Information Science in Engineering 25 (2), 021009, 2025 | 55 | 2025 |
| Elicitron: A large language model agent-based simulation framework for design requirements elicitation M Ataei, H Cheong, D Grandi, Y Wang, N Morris, A Tessier Journal of Computing and Information Science in Engineering 25 (2), 021012, 2025 | 54 | 2025 |
| Conversion of geometry to boundary representation with facilitated editing for computer aided design and 2.5-axis subtractive manufacturing KDD Willis, NJW Morris, AL Bastian, AAT Butscher, D Grandi, S Furuta, ... US Patent 11,455,435, 2022 | 39 | 2022 |
| Evaluating large language models for material selection D Grandi, YP Jain, A Groom, B Cramer, C McComb Journal of Computing and Information Science in Engineering 25 (2), 021004, 2025 | 26 | 2025 |
| HG-CAD: hierarchical graph learning for material prediction and recommendation in computer-aided design S Bian, D Grandi, T Liu, PK Jayaraman, K Willis, E Sadler, B Borijin, T Lu, ... Journal of Computing and Information Science in Engineering 24 (1), 011007, 2024 | 26 | 2024 |
| Classifying component function in product assemblies with graph neural networks V Ferrero, B DuPont, K Hassani, D Grandi Journal of Mechanical Design 144 (2), 021406, 2022 | 23 | 2022 |
| Embedded sensors and feedback loops for iterative improvement in design synthesis for additive manufacturing M Nourbakhsh, N Morris, M Bergin, F Iorio, D Grandi International Design Engineering Technical Conferences and Computers and …, 2016 | 23 | 2016 |
| What’s in a name? evaluating assembly-part semantic knowledge in language models through user-provided names in computer aided design files P Meltzer, JG Lambourne, D Grandi Journal of Computing and Information Science in Engineering 24 (1), 011002, 2024 | 18 | 2024 |
| Exploring the capabilities of large language models for generating diverse design solutions K Ma, D Grandi, C McComb, K Goucher-Lambert arXiv preprint arXiv:2405.02345, 2024 | 15 | 2024 |
| Do large language models produce diverse design concepts? a comparative study with human-crowdsourced solutions K Ma, D Grandi, C McComb, K Goucher-Lambert Journal of Computing and Information Science in Engineering 25 (2), 024501, 2025 | 14 | 2025 |
| Embedding Experiential Design Knowledge in Interactive Knowledge Graphs Y Wang, N Goridkov, V Rao, D Cui, D Grandi, K Goucher-Lambert Journal of Mechanical Design 145 (4), 041412, 2023 | 13 | 2023 |
| Material prediction for design automation using graph representation learning S Bian, D Grandi, K Hassani, E Sadler, B Borijin, A Fernandes, A Wang, ... International Design Engineering Technical Conferences and Computers and …, 2022 | 7 | 2022 |
| Capturing designers’ experiential knowledge in scalable representation systems: a case study of knowledge graphs for product teardowns N Goridkov, V Rao, D Cui, D Grandi, Y Wang, K Goucher-Lambert International Design Engineering Technical Conferences and Computers and …, 2022 | 6 | 2022 |
| MSEval: A Dataset for Material Selection in Conceptual Design to Evaluate Algorithmic Models Y Patawari Jain, D Grandi, A Groom, B Cramer, C McComb Journal of Mechanical Design 147 (4), 044502, 2025 | 5 | 2025 |
| What's in a Name? Evaluating Assembly-Part Semantic Knowledge in Language Models through User-Provided Names in CAD Files P Meltzer, JG Lambourne, D Grandi arXiv preprint arXiv:2304.14275, 2023 | 5 | 2023 |
| Understanding professional designers’ knowledge organization behavior: A case study in product teardowns Y Wang, D Grandi, D Cui, V Rao, K Goucher-Lambert International Design Engineering Technical Conferences and Computers and …, 2021 | 5 | 2021 |
| A domain adaptation of large language models for classifying mechanical assembly components F Elhambakhsh, D Grandi, H Ko International Design Engineering Technical Conferences and Computers and …, 2025 | 4 | 2025 |
| Elicitron: A Framework for Simulating Design Requirements Elicitation Using Large Language Model Agents M Ataei, H Cheong, D Grandi, Y Wang, N Morris, A Tessier International Design Engineering Technical Conferences and Computers and …, 2024 | 4 | 2024 |
Christopher McCombGerard G. Elia Associate Professor of Mechanical Engineering, Carnegie Mellon UniversityVerified email at cmu.edu
