Md Ferdous Alam

According to our database, Md Ferdous Alam authored at least 13 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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., September, 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, May, 2025

GenCAD-Self-Repairing: Feasibility Enhancement for 3D CAD Generation.

Chikaha Tsuji, Enrique Flores Medina, Harshit Gupta, Md Ferdous Alam

CoRR, May, 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, May, 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

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

2024

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

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

An advantage based policy transfer algorithm for reinforcement learning with metrics of transferability.

Md Ferdous Alam, Parinaz Naghizadeh, David J. Hoelzle

CoRR, 2023

Representation Learning for Sequential Volumetric Design Tasks.

Md Ferdous Alam, Yi Wang, Linh Tran, Chin-Yi Cheng, Jieliang Luo

CoRR, 2023

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

Proceedings of the 12th IEEE Annual Computing and Communication Workshop and Conference, 2022

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

Proceedings of the American Control Conference, 2022

2021

A physics-guided reinforcement learning framework for an autonomous manufacturing system with expensive data.

Md Ferdous Alam, Max Shtein, Kira Barton, David J. Hoelzle

Proceedings of the 2021 American Control Conference, 2021