📚 Publications
Publications
13 journal articles, 11 conference and workshop papers, 8 preprints, 2 posters, and an M.S. thesis (as of August 27, 2026). Search by title, venue, author, or keyword, or filter by type and topic.
Type
All 35
Journal 13
Conference 11
Preprints 8
Posters 2
Thesis 1
Topic
All
Manufacturing
Computer Vision
Graph Neural Networks
Digital Twins
Healthcare AI
Control
Privacy
Supply Chain
Time Series
Optimization
LLMs
Journal articles 13
J13
Multimodal vision-language models for automated and explainable postoperative complication risk stratification
Wasi, A. T., Anik, M. A., Islam, M. S. , Ahsan, M. M.
IISE Transactions on Healthcare Systems Engineering , pp. 1-16, 2026
J12
Advancing industry 4.0 and lean-driven ergonomic insights for sustainable textile manufacturing
Hosen, M. I., Mithun, A. C., Tushar, S. R., Alam, M. F. B., Islam, M. D. , Bappy, M. M.
International Journal of System Assurance Engineering and Management , pp. 1-31, 2026
J11
GRAPHINE: enhancing spatiotemporal supply chain forecasting using virtual node-augmented graph diffusion for improved fuel efficiency
Alshehri, A. S., Wasi, A. T., Anik, M. A., Islam, M. D. S. , Hadj-Kali, M. K.
International Journal of Production Research , pp. 1-26, 2026
J10
Digital Twin-Enabled Additive Manufacturing: A Comprehensive Review of Architectures, Integration Layers and Operational Maturity
Anik, M. A., Rahman, A., Islam, M. D. S. , Khan, M. I., Ahsan, M. M., Wasi, A. T.
Digital Twins and Applications (Wiley), vol. 3, no. 1, e70039, 2026
J9
Beyond local receptive fields: Vision transformers for real-time surface defect detection in FDM
Islam, M. S. , Bappy, M. M., Tushar, S. R., et al.
The International Journal of Advanced Manufacturing Technology , pp. 1-22, 2026
J8
Fracture Finder: Computer-Aided Real-Time Diagnosis of Vertebral Fractures in Thoracic Spine X-Rays Using YOLOv8 with Weighted Box Fusion and Augmentation Strategies
Islam, M. S. , Anik, M. A., Wasi, A. T., Bappy, M. M.
IISE Transactions on Healthcare Systems Engineering , pp. 1-18, 2026
J7
AI-Enabled Modeling for Smart Rural Wastewater Treatment Systems: Current Practices and Remaining Gaps
De La Hoz, J. L. M., Bappy, M. M., Islam, M. S. , Marcantel, M., Hayes, M. P.
Applied Water Science , 2026
J6
Comprehensive and Comparative Characterizations of Tensile Properties and Fracture Mechanisms of 3D Printed Multifunctional Carbon-Fiber and Metal-Filled PLA Composite Parts
Pan, D., Al Mamun, A., Zhou, R., Bappy, M. M., Islam, M. S.
Polymer Composites , vol. 47, no. 3, pp. 2282-2300, 2026
J5
A Fuzzy Data-Driven Framework for Enhanced Risk Management Decision-Making in Manufacturing: A Case Study
Shakibaei, H., Islam, M. S. , Bappy, M. M.
Manufacturing Letters , vol. 44, pp. 1681-1688, 2025
J4
Interpretable CNN models for Computationally Efficient Bearing Fault Diagnosis Using Learnable Gaussian/Sinc Filters
Biswas, S., Al Mamun, A., Islam, M. S. , Bappy, M. M.
Manufacturing Letters , vol. 44, pp. 110-120, 2025
J3
Generative Modeling in Smart Manufacturing: Applications, Challenges, and Future Directions
Ahsan, M. N., Islam, M. S. , Bappy, M. M.
Manufacturing Letters , vol. 44, pp. 1285-1295, 2025
J2
Interpretable Forecasting of Dissolved Oxygen Leveraging Foundation Model for Proactive Aeration in Rural Wastewater Treatment Systems
De La Hoz, J. L. M., Bappy, M. M., Islam, M. S. , Marcantel, M., Hayes, M. P.
Water Research , 124931, 2025
J1
Evaluating Challenges to the Adoption of Smart Textiles in Readymade Garment Industries: Implications for Sustainable Business Development
Islam, M. S. , Tushar, S. R., Bappy, M. M., Ali, M., Al Nadim, A.
Green Technologies and Sustainability , vol. 3, no. 3, 100225, 2025
Conference and workshop papers 11
C11
InvariantBench: Can Large Language Models Exhibit Inherent Reasoning Across Equivalent Transformations? Workshop
Wasi, A. T., Khan, M. A., Rahman, A., Faisal, W., Saha, S., Bhuiyan, S., Islam, M. D. S.
Workshop paper, 3rd AI for Math Workshop: Toward Self-Evolving Scientific Agents , ICML 2026, 2026
C10
Virtual Node-Augmented Diffusion Recurrent Networks for Spatiotemporal Supply Chain Forecasting
Alshehri, A. S., Wasi, A. T., Anik, M. A., Islam, M. S. , Hadj-Kali, M. K.
2025 8th International Conference on Algorithms, Computing and Artificial Intelligence (ACAI) , 2025
C9
Privacy-Aware Porosity Prediction in Metal Additive Manufacturing using Hierarchical Graph Attention Networks
Islam, M. S. , Bappy, M. M.
INFORMS Annual Meeting , 2025
C8
Inference-Driven Strategy Design for Professional Societies: A Hybrid Machine Learning and Scenario Simulation Framework
Islam, M. S. , Bappy, M. M.
INFORMS Annual Meeting , 2025
C7
FRACTURE FINDER: Vertebral Fracture Localization for Spine X-Ray Analysis
Islam, M. S. , Bappy, A. M. A., Wasi, A. T., Mohammad, M.
IISE Annual Conference and Expo , 2025
C6
Explainable Vision Transformer-Based Real-Time Anomaly Detection for Fused Deposition Modeling
Islam, M. S. , Bappy, M. M.
IISE Annual Conference and Expo , 2025
C5
Foundation Model-Driven Predictive and Interpretable Modeling for Critical Materials in Renewable Energy Applications
Islam, M. S. , Bappy, M. M.
Proceedings of the 99th Annual Meeting of the Louisiana Academy of Sciences (LAS) , 2025
C4
Predict Students' Performance and Optimize Preparatory Leave: An Integrated Deep Learning and Dynamic Programming Approach
Islam, M. S. , Mukaddes, A. M. M., Uddin, M.
27th International Conference on Computer and Information Technology (ICCIT) , 2024
C3
SupplyGraph: A Benchmark Dataset for Supply Chain Planning using Graph Neural Networks Workshop
Wasi, A. T., Islam, M. S. , Akib, A. R.
Workshop paper, Graphs and more Complex structures for Learning and Reasoning Workshop , AAAI 2024, 2024
C2
Optimizing Inventory Routing: A Decision-Focused Learning Approach using Neural Networks Workshop
Islam, M. S. , Wasi, A. T.
Workshop short paper, New in Machine Learning Workshop , NeurIPS 2023, 2023
C1
Multivariate Time Series Analysis and Forecasting on Air Quality Index with Industrial Statistics: A Case Study of Bangladesh
Islam, M. S. , Wasi, A. T.
7th International Conference on Engineering Research, Innovation and Education (ICERIE) , 2023
Preprints 8
P8
Feature-Aware Anisotropic Local Differential Privacy for Utility-Preserving Graph Representation Learning in Metal Additive Manufacturing Major revision
Islam, M. S. , Bappy, M. M., Tushar, S. R., Arifuzzaman, M.
Major revision at ASME Journal of Computing and Information Science in Engineering (JCISE) , arXiv:2604.05077, 2026
P7
Responsible Innovation in AI-Driven Operations and Supply Chain Management: An Institutional Theory Framework
Wasi, A. T., Rahman, A., Priti, R. N., Khan, M. A., Islam, M. D. S.
Engineering Archive (engrXiv) preprint, 2025
P6
A Theoretical Ecosystem Framework for Human-Centric AI in Multi-Tier Supply Chains: Aligning Incentives and Value Co-Creation
Wasi, A. T., Khan, M. A., Priti, R. N., Rahman, A., Islam, M. S.
Engineering Archive (engrXiv) preprint, 2025
P5
An Integrated Decision-Support Framework for Energy Benchmarking, Anomaly Detection, and Proxy Setpoint Optimization in Data-Limited Retail Portfolios
Monteiro, C., Bappy, M. M., Nahmens, I., Islam, M. S.
SSRN working paper, SSRN 6410730, 2026
P4
A Theoretical Framework for Graph-based Digital Twins for Supply Chain Management and Optimization
Wasi, A. T., Anik, M. A., Rahman, A., Hoque, M. I., Islam, M. S. , Ahsan, M. M.
arXiv , arXiv:2504.03692, 2025
P3
Graph Neural Networks in Supply Chain Analytics and Optimization: Concepts, Perspectives, Dataset and Benchmarks
Wasi, A. T., Islam, M. S. , Akib, A. R., Bappy, M. M.
arXiv , arXiv:2411.08550, 2024
P2
Biotwinmine: Digital Twin-Based Optimization of Biomining for Sustainable Rare Earth Element Production
Anik, M. A., Rahman, A., Hoque, M. I., Wasi, A. T., Islam, M. S. , Ahsan, M. M.
SSRN , SSRN: 5258720, 2025
P1
Foundation Model-Driven Predictive and Interpretable Modeling for Critical Materials in Renewable Energy Applications
Islam, M. S. , Bappy, M. M., De La Hoz, D., Martinez, J. L., Chowdhury, S.
SSRN , SSRN: 5248814, 2025
Posters 2
PS2
Entropy-Aware Model Predictive Control for Transient Quality Mitigation in Metal Additive Manufacturing
Islam, M. S. , Bappy, M. M., Tushar, S. R.
Poster, LSU Control Systems Symposium , doi:10.31390/lsucontrol.26.12, 2026
PS1
Sustainable Management of Rare Earth Elements for Clean Energy Using Prescriptive Digital Twins
Anik, M., Hoque, I., Islam, M. S. , Wasi, A. T., Bappy, M. M., Ahsan, M. M.
Digital Twin for Manufacturing Sustainability, Safety, and Resilience , Purdue University, 2024
Thesis 1
T1
Trustworthy Artificial Intelligence for Real-Time Quality Assurance in Additive Manufacturing
Islam, M. S.
M.S. thesis, Louisiana State University, LSU Digital Commons, 2026
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