| A computer-aided design based research platform for design thinking studies MH Rahman, C Schimpf, C Xie, Z Sha Journal of Mechanical Design 141 (12), 2019 | 46* | 2019 |
| Predicting sequential design decisions using the function-behavior-structure design process model and recurrent neural networks MH Rahman, C Xie, Z Sha Journal of Mechanical Design 143 (8), 081706, 2021 | 32 | 2021 |
| Predicting human design decisions with deep recurrent neural network combining static and dynamic data MH Rahman, S Yuan, C Xie, Z Sha Design Science 6, e15, 2020 | 24 | 2020 |
| Automatic clustering of sequential design behaviors MH Rahman, M Gashler, C Xie, Z Sha International Design Engineering Technical Conferences and Computers and …, 2018 | 15 | 2018 |
| A deep learning based approach to predict sequential design decisions MH Rahman, C Xie, Z Sha International Design Engineering Technical Conferences and Computers and …, 2019 | 14 | 2019 |
| Design Study of Boat for Gulshan-Banani-Hatirjheel Lake in the Capital City of Bangladesh MM Rahaman, MH Rahman, MA Hashem, MR Islam Procedia Engineering 194, 211-217, 2017 | 12 | 2017 |
| A reinforcement learning approach to predicting human design actions using a data-driven reward formulation MH Rahman, AE Bayrak, Z Sha Proceedings of the Design Society 2, 1709-1718, 2022 | 3 | 2022 |
| MODELLING AND PROFILING STUDENT DESIGNERS’COGNITIVE COMPETENCIES IN COMPUTER-AIDED DESIGN J Clay, X Li, MH Rahman, D Zabelina, C Xie, Z Sha Proceedings of the Design Society 1, 2157-2166, 2021 | 3 | 2021 |
| The Psychological Links Between Systems Thinking and Sequential Decision Making in Engineering Design CXZS John Z. Clay, Molla Hazifur Rahman, Darya L. Zabelina Design Computing and Cognition'20, 63--79, 2022 | 1 | 2022 |
| Empirical evidence and computational assessment on design knowledge transferability MH Rahman, AE Bayrak, Z Sha Design Science 10, e10, 2024 | | 2024 |
| Data-Driven Research on Engineering Design Thinking and Behaviors in Computer-Aided Systems Design: Analysis, Modeling, and Prediction MH Rahman University of Arkansas, 2022 | | 2022 |
| Design Embedding: Representation Learning of Design Thinking to Cluster Design Behaviors M Hafizur Rahman, C Xie, Z Sha International Design Engineering Technical Conferences and Computers and …, 2021 | | 2021 |
| Modeling Sequential Decision Making in Engineering Systems Design MH Rahman | | |
| A Deep Learning-Based Framework to Predict Sequential Design Decisions CIE 2019 Graduate Research Poster MH Rahman | | |
