Md Ferdous Alam

17 papers C 2Journal 14Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AI-Guided Human-In-the-Loop Inverse Design of High Performance Engineering Structures. CoRR Dat Quoc Ha, Md Ferdous Alam, Markus J. Buehler, Faez Ahmed, Josephine V. Carstensen
2025	J	`jnl`	CAD-Coder: An Open-Source Vision-Language Model for Computer-Aided Design Code Generation. CoRR Anna C. Doris, Md Ferdous Alam, Amin Heyrani Nobari, Faez Ahmed
2025	J	`jnl`	DesignQA: A Multimodal Benchmark for Evaluating Large Language Models' Understanding of Engineering Do cumentation. J. Comput. Inf. Sci. Eng. Anna C. Doris, Daniele Grandi, Ryan Tomich, Md Ferdous Alam, Mohammadmehdi Ataei, Hyunmin Cheong, Faez Ahmed
2025	J	`jnl`	From concept to manufacturing: evaluating vision-language models for engineering design. Artif. Intell. Rev. Cyril Picard, Kristen M. Edwards, Anna C. Doris, Brandon Man, Giorgio Giannone, Md Ferdous Alam, Faez Ahmed
2025	J	`jnl`	GenCAD-3D: CAD Program Generation using Multimodal Latent Space Alignment and Synthetic Dataset Balancing. CoRR Nomi Yu, Md Ferdous Alam, A. John Hart, Faez Ahmed
2025	J	`jnl`	GenCAD-Self-Repairing: Feasibility Enhancement for 3D CAD Generation. CoRR Chikaha Tsuji, Enrique Flores Medina, Harshit Gupta, Md Ferdous Alam
2025	J	`jnl`	GenCAD: Image-Conditioned Computer-Aided Design Generation with Transformer-Based Contrastive Representation and Diffusion Priors. Trans. Mach. Learn. Res. Md Ferdous Alam, Faez Ahmed
2025	J	`jnl`	VideoCAD: A Large-Scale Video Dataset for Learning UI Interactions and 3D Reasoning from CAD Software. CoRR Brandon Man, Ghadi Nehme, Md Ferdous Alam, Faez Ahmed
2024	J	`jnl`	DesignQA: A Multimodal Benchmark for Evaluating Large Language Models' Understanding of Engineering Documentation. CoRR Anna C. Doris, Daniele Grandi, Ryan Tomich, Md Ferdous Alam, Hyunmin Cheong, Faez Ahmed
2024	J	`jnl`	GenCAD: Image-Conditioned Computer-Aided Design Generation with Transformer-Based Contrastive Representation and Diffusion Priors. CoRR Md Ferdous Alam, Faez Ahmed
2023	J	`jnl`	An advantage based policy transfer algorithm for reinforcement learning with metrics of transferability. CoRR Md Ferdous Alam, Parinaz Naghizadeh, David J. Hoelzle
2023	J	`jnl`	From Concept to Manufacturing: Evaluating Vision-Language Models for Engineering Design. CoRR Cyril Picard, Kristen M. Edwards, Anna C. Doris, Brandon Man, Giorgio Giannone, Md Ferdous Alam, Faez Ahmed
2023	J	`jnl`	Reinforcement Learning Enabled Autonomous Manufacturing Using Transfer Learning and Probabilistic Reward Modeling. IEEE Control. Syst. Lett. Md Ferdous Alam, Max Shtein, Kira Barton, David J. Hoelzle
2023	J	`jnl`	Representation Learning for Sequential Volumetric Design Tasks. CoRR Md Ferdous Alam, Yi Wang, Linh Tran, Chin-Yi Cheng, Jieliang Luo
2022	—	`conf`	Cloud-Based Produce Market for Independent Farmers, Grocers, and Retailers. CCWC Sakik Al Sajid, Syeda Natasha Nafreen, Al Amin Sogah, Md Ferdous Alam, Mohammad Monirujjaman Khan
2022	C	`conf`	Sample efficient transfer in reinforcement learning for high variable cost environments with an inaccurate source reward model. ACC Md Ferdous Alam, Max Shtein, Kira Barton, David J. Hoelzle
2021	C	`conf`	A physics-guided reinforcement learning framework for an autonomous manufacturing system with expensive data. ACC Md Ferdous Alam, Max Shtein, Kira Barton, David J. Hoelzle