A physics-guided reinforcement learning framework for an autonomous manufacturing system with expensive data. - Md Ferdous Alam; Max Shtein; Kira Barton; David J. Hoelzle (ACC, 2021)

Sample efficient transfer in reinforcement learning for high variable cost environments with an inaccurate source reward model. - Md Ferdous Alam; Max Shtein; Kira Barton; David J. Hoelzle (ACC, 2022)

Cloud-Based Produce Market for Independent Farmers, Grocers, and Retailers. - Sakik Al Sajid; Syeda Natasha Nafreen; Al Amin Sogah; Md Ferdous Alam; Mohammad Monirujjaman Khan (CCWC, 2022)

Representation Learning for Sequential Volumetric Design Tasks. - Md Ferdous Alam; Yi Wang; Linh Tran; Chin-Yi Cheng; Jieliang Luo (CoRR, 2023)

An advantage based policy transfer algorithm for reinforcement learning with metrics of transferability. - Md Ferdous Alam; Parinaz Naghizadeh; David J. Hoelzle (CoRR, 2023)

Reinforcement Learning Enabled Autonomous Manufacturing Using Transfer Learning and Probabilistic Reward Modeling. - Md Ferdous Alam; Max Shtein; Kira Barton; David J. Hoelzle (IEEE Control. Syst. Lett., 2023)

DesignQA: A Multimodal Benchmark for Evaluating Large Language Models' Understanding of Engineering Documentation. - Anna C. Doris; Daniele Grandi; Ryan Tomich; Md Ferdous Alam; Hyunmin Cheong; Faez Ahmed (CoRR, 2024)

DesignQA: A Multimodal Benchmark for Evaluating Large Language Models' Understanding of Engineering Do cumentation. - Anna C. Doris; Daniele Grandi; Ryan Tomich; Md Ferdous Alam; Mohammadmehdi Ataei; Hyunmin Cheong; Faez Ahmed (J. Comput. Inf. Sci. Eng., 2025)

GenCAD: Image-Conditioned Computer-Aided Design Generation with Transformer-Based Contrastive Representation and Diffusion Priors. - Md Ferdous Alam; Faez Ahmed (Trans. Mach. Learn. Res., 2025)

CAD-Coder: An Open-Source Vision-Language Model for Computer-Aided Design Code Generation. - Anna C. Doris; Md Ferdous Alam; Amin Heyrani Nobari; Faez Ahmed (CoRR, 2025)

GenCAD-Self-Repairing: Feasibility Enhancement for 3D CAD Generation. - Chikaha Tsuji; Enrique Flores Medina; Harshit Gupta; Md Ferdous Alam (CoRR, 2025)

VideoCAD: A Large-Scale Video Dataset for Learning UI Interactions and 3D Reasoning from CAD Software. - Brandon Man; Ghadi Nehme; Md Ferdous Alam; Faez Ahmed (CoRR, 2025)

From concept to manufacturing: evaluating vision-language models for engineering design. - Cyril Picard; Kristen M. Edwards; Anna C. Doris; Brandon Man; Giorgio Giannone; Md Ferdous Alam; Faez Ahmed (Artif. Intell. Rev., 2025)