CAVS Publications
Search Publications
Senanayaka, A., Tian, W., Falls, T. C., & Bian, L. (2023). Understanding the Effects of Process Conditions on Thermal-Defect Relationship: A Transfer Machine Learning Approach. Journal of Manufacturing Science and Engineering. American Society of Mechanical Engineers. 145(7), 071010. DOI:https://doi.org/10.1115/1.4057052. [Document Site]
Mamun, A. A., Bappy, M. M., Senanayaka, A., Li, J., Jiang, Z., Tian, Z., Fuller, S., Falls, T. C., Bian, L., & Tian, W. (2023). Multi-channel Sensor Fusion for Real-time Bearing Fault Diagnosis by Frequency-domain Multilinear Principal Component Analysis. The International Journal of Advanced Manufacturing Technology. Springer London. 124(3), 1321-1334. DOI:https://doi.org/10.1007/s00170-022-10525-4.
Senanayaka, A., Mamun, A. A., Bond, G., Tian, W., Wang, H., Fuller, S., Falls, T. C., Rahimi, S., & Bian, L. (2022). Similarity-based Multi-source Transfer Learning Approach for Time Series Classification. International Journal of Prognostics and Health Management. 13(2), 1-25. DOI:https://doi.org/10.36001/ijphm.2022.v13i2.3267. [Document Site]
Seifi, S. H., Tian, W., Doude, H., Tschopp, M. A., & Bian, L. (2019). Layer-Wise Modeling and Anomaly Detection for Laser-Based Additive Manufacturing. Journal of Manufacturing Science and Engineering. ASME. 141(8), 12. [Document Site]
Khanzadeh, M., Tian, W., Yadollahi, A., Doude, H., Tschopp, M. A., & Bian, L. (2018). Dual Process Monitoring of Metal-based Additive Manufacturing Using Tensor Decomposition of Thermal Image Streams. Additive Manufacturing. 23, 443-456.
Khanzadeh, M. K., Chowdhury, S., Tschopp, M. A., Doude, H., Marufuzzaman, M., & Bian, L. (2017). In-Situ Monitoring of Melt Pool Images for Porosity Prediction in Directed Energy Deposition Processes. IISE Transactions. Online. [Document Site]
Banghart, M., Bian, L., Strawderman, L., & Babski-Reeves, K. (2017). Risk Assessment on the EA-6B Aircraft Utilizing Bayesian Networks. Quality Engineering. 29(3), 499-511. [Document Site]
Mahmoudi, M., Elwany, A., Yadollahi, A., Thompson, S.M., Bian, L., & Shamsaei, N. (2017). Mechanical Properties and Microstructural Characterization of Selective Laser Melted 17-4 PH Stainless Steel. Rapid Prototyping Journal. 23(2), 280-294.
Yadollahi, A., Shamsaei, N., Thompson, S.M., Elwany, A., & Bian, L. (2017). Effects of Building Orientation and Heat Treatment on Fatigue Behavior of Selective Laser Melted 17-4 PH Stainless Steel. International Journal of Fatigue. 94, 218-234.
Emelogu, A. A., Chowdhury, S., Marufuzzaman, M., Bian, L., & Eksioglu, B. (2016). An Enhanced Sample Average Approximation Method for Stochastic Optimization. International Journal of Production Economics. Elsevier. 182, 230-252. DOI:10.1016/j.ijpe.2016.08.032.
Poudel, S., Marufuzzaman, M., & Bian, L. (2016). A Hybrid Decomposition Algorithm for Designing a Multi-modal Transportation Network under Biomass Supply Uncertainty. Transportation Research Part E. Pergamon. 94, 1-25.
Yadollahi, A., Shamsaei, N., Thompson, S.M., Elwany, A., & Bian, L. (2016). Effects of Building Orientation and Heat Treatment on Fatigue Behavior of Selective Laser Melted 17-4 PH Stainless Steel. International Journal of Fatigue. Elsevier. 1, 1. DOI:10.1016/j.ijfatigue.2016.03.014.
Emelogu, A. A., Marufuzzaman, M., Thompson, S.M., Shamsaei, N., & Bian, L. (2016). Additive Manufacturing of Biomedical Implants: A Feasibility Assessment via Supply-Chain Cost Analysis. Additive Manufacturing. Elsevier. 11, 97-113. DOI:10.1016/j.addma.2016.04.006.
Mahmoudi, M., Yadollahi, A., Elwany, A., Shamsaei, N., Thompson, S.M., & Bian, L. (2016). Mechanical Properties and Microstructural Characterization of Selective Laser Melted 17-4 PH Stainless Steel. Rapid Prototyping. Emerald Light. 1, 1. DOI:10.1108/RPJ-12-2015-0192.
Poudel, S., Marufuzzaman, M., & Bian, L. (2016). Designing a Reliable Biofuel Supply Chain Network Considering Link Failure Probabilities. Computers & Industrial Engineering. 91, 85–99. DOI:10.1016/j.cie.2015.11.002.
Aboutaleb, A., Bian, L., Elwany, A., Shamsaei, N., Thompson, S. M., & Tapia, G. (2016). Accelerated Process Optimization for Laser-Based Additive Manufacturing by Leveraging Similar Prior Studies. IISE. 49(1), 31-44.
Thompson, S.M., Bian, L., Shamsaei, N., & Yadollahi, A. (2015). An Overview of Direct Laser Deposition for Additive Manufacturing; Part I: Transport Phenomena, Modeling and Diagnostics. Additive Manufacturing. 8, 36-62.
Shamsaei, N., Yadollahi, A., Bian, L., & Thompson, S.M. (2015). An Overview of Direct Laser Deposition for Additive Manufacturing; Part II: Mechanical Behavior, Process Parameter Optimization and Control. Additive Manufacturing. 8, 12-35.
Thompson, S.M., Bian, L., Shamsaei, N., & Yadollahi, A. (2015). An Overview of Direct Laser Deposition for Additive Manufacturing; Part I: Transport Phenomena, Modeling and Diagnostics. Additive Manufacturing. Elsevier. 8, 36-62. DOI:10.1016/j.addma.2015.07.001. [Abstract]
Shamsaei, N., Yadollahi, A., Bian, L., & Thompson, S.M. (2015). An Overview of Direct Laser Deposition for Additive Manufacturing; Part II: Mechanical Behavior, Process Parameter Optimization and Control. Additive Manufacturing. Elsevier. 8, 12-35. DOI:10.1016/j.addma.2015.07.002. [Abstract]
Thompson, S.M., Aspin, Z. S., Shamsaei, N., Elwany, A., & Bian, L. (2015). Additive Manufacturing of Heat Exchangers: A Case Study on a Multi-Layered Ti-6Al-4V Oscillating Heat Pipe. Additive Manufacturing. Elsevier. 8, 163-174. DOI:10.1016/j.addma.2015.09.003. [Abstract]
Bian, L., Thompson, S.M., & Shamsaei, N. (2015). Mechanical Properties and Microstructural Features of Direct Laser Deposited Ti-6Al-4V. JOM. TMS. 67(3), 629-638. DOI:10.1007/s11837-015-1308-9. [Abstract]
Peer-Reviewed Conference Abstracts
Chowdhury, S., Emelogu, A. A., Marufuzzaman, M., & Bian, L. (2016). A Continuum-approximation Approach to Optimize Routing Decisions for Drones under Extreme Events. INFORMS Annual Meeting. Nashville, TN.
Poudel, S., Quddus, M. A., Chowdhury, S., Marufuzzaman, M., & Bian, L. (2016). Stochastic Model for Locating Multiple Type Recharging Station under Flow Uncertainty. INFORMS Annual Meeting. Nashville, TN.
Poudel, S., Quddus, M. A., Marufuzzaman, M., Chowdhury, S., Smith, B. K., & Bian, L. (2016). Designing a Reliable and Congested Multi-modal Facility Location Problem for Bio-fuel Supply Chain Network. INFORMS Annual Meeting. Nashville, TN.
Chowdhury, S., Emelogu, A. A., Marufuzzaman, M., & Bian, L. (2016). An Enhanced Sample Average Approximation Technique to Solve a Two-stage Chance-constrained Optimization Problem. INFORMS Annual Meeting. Nashville, TN.
Aboutaleb, A. M., Bian, L., Elwany, A., & Tapia, G. (2016). An Optimum Design of Laser-based Additive Manufacturing Experiments by Leveraging Analogous Prior Data. INFORMS 2016. Nashville, TN: 2016 Best Refereed Paper Finalist Award—INFORMS Quality, Statistics, and Reliability Section.
Emelogu, A. A., Chowdhury, S., Marufuzzaman, M., Bian, L., & Smith, B. K. (2016). Drone Routing and Optimization for Wildlife Surveillance. INFORMS Annual Meeting. Nashville, TN.
Emelogu, A. A., Chowdhury, S., Marufuzzaman, M., & Bian, L. (2016). Additive Manufacturing in a Biomedical Supply Chain: A Continuous Approximation Approach. INFORMS Annual Meeting. Nashville, TN.
Aboutaleb, A. M., Bian, L., Shamsaei, N., & Thompson, S.M. (2016). Systematic Optimization of Laser-based Additive Manufacturing for Multiple Mechanical Properties. 12th IEEE CASE (Conference on Automation Science and Engineering). Fort Worth, TX.
Aboutaleb, A. M., Bian, L., Shamsaei, N., Thompson, S.M., & Rao, P. (2016). Multi-objective Process Optimization of Additive Manufacturing: A Case Study on Geometry Accuracy Optimization. 27th International Solid Freeform Fabrication Symposium (SFF). Austin, TX.
Aboutaleb, A. M., Bian, L., Shamsaei, N., & Thompson, S.M. (2016). Multi-objective Process Optimization of Additive Manufacturing. Industrial & Systems Engineering Research Conference 2016. Anaheim, CA.
Bian, L., Marufuzzaman, M., & Poudel, S. (2015). Designing a Reliable Bio-fuel Supply Chain Network Considering Link Failure Probabilities. INFORMS Annual Meeting. Philadelphia, PA.
Poudel, S., Bian, L., Marufuzzaman, M., & Medal, H. (2015). Designing a Dynamic Multimodal Transportation Network Under Biomass Supply Uncertainty. INFORMS Annual Meeting. Philadelphia, PA.
Aboutaleb, A. M., Bian, L., Elwany, A., Marufuzzaman, M., Shamsaei, N., & Thompson, S.M. (2015). Accelerated Multi-objective Process Optimization for Laser-based Additive Manufacturing (lbam). INFORMS Annual Meeting. Philadelphia, PA.
Emelogu, A. A., Bian, L., & Marufuzzaman, M. (2015). A Supply Chain for Additively Manufactured Healthcare Devices. INFORMS Annual Meeting. Philadelphia, PA.
Emelogu, A. A., Bian, L., & Marufuzzaman, M. (2015). A Dynamic Size Sample Average Approximation for Stochastic Optimization. INFORMS Annual Meeting. Philadelphia, PA.
Torries, B., Sterling, A. J., Shamsaei, N., Thompson, S.M., & Bian, L. (2015). Effects of Microstructure on the Mechanical Properties of Direct Laser Deposited Ti-6Al-4V. TMS 2016 145th Annual Meeting & Exhibition. Nashville, TN.
Peer-Reviewed Conference Papers
Mun, S., Hwang, J., Bian, L., Falls, T. C., & Bond, W. G. (2023). Ensemble Learning for Fault Condition Prediction and Health Status Monitoring in Military Ground Vehicles. IISE Annual Conference & Expo 2023. New Orleans, LA. [Abstract] [Document] [Document Site]
Aboutaleb, A., & Bian, L. (2016). An Optimum Design of Laser-based Additive Manufacturing Experiments by Leveraging Analogous Prior Data. 2016 INFORMS Best Paper Refereed Session, Quality Statistics and Reliability Division. Nashville, TN.
Aboutaleb, A., Bian, L., Shamsaei, N., & Thompson, S. (2016). Systematic Optimization of Laser-based Additive Manufacturing for Multiple Mechanical Properties. 2016 IEEE Conference of Automation Science and Engineering. Fort Worth, Texas.
Aboutaleb, A., Bian, L., Shamsaei, N., Thompson, S., & Rao, P. (2016). Multi-objective Process Optimization of Additive Manufacturing: A Case Study on Geometry Accuracy Optimization. 2016 International Solid Freeform Fabrication Symposium. Austin, TX.
Khanzadeh, M., Bian, L., Shamsaei, N., & Thompson, S. (2016). Porosity Detection in Laser-based Additive Manufacturing Using Melt Pool Morphology Clustering. 2016 International Solid Freeform Fabrication Symposium. Austin, Texax.
Masoomi, M., Thompson, S., Shamsaei, N., & Bian, L. (2016). Effects of Inter-Layer Time Interval on Residual Stress Formation in Direct Laser Deposited Ti-6Al-4V. 2016 International Solid Freeform Fabrication Symposium. Austin, TX.
Shrestha, R., Simsiriwong, J., Shamsaei, N., Thompson, S., & Bian, L. (2016). Effect of Build Orientation on the Fatigue Behavior of Stainless Steel 316L Manufactured via a Laser-Powder Bed Fusion Process. 2016 International Solid Freeform Fabrication Symposium. Austin, TX.
Khanzadeh, M., Marandi, T. S., Bian, L., Smith, B. K., Rao, P., & Thompson, S. (2016). Profiling and Optimizing the Geometric Accuracy of Fused Deposition Modeling via Self Organizing Map. 2016 International Solid Freeform Fabrication Symposium. Austin, TX.
Johnson, A., Shao, S., Shamsaei, N., Thompson, S.M., & Bian, L. (2016). Fatigue Behavior and Failure Mechanisms of Direct Laser Deposited Inconel 718. 2016 International Solid Freeform Fabrication Symposium. Austin, TX.
Shrestha, R., Simsiriwong, J., Shamsaei, N., Thompson, S.M., & Bian, L. (2016). Effect of Build Orientation on the Fatigue Behavior of Stainless Steel 316l Manufactured via a Laser-based Power Bed Fusion Process. Proceedings of the 2016 Annual International Solid Freeform Fabrication Symposium. Austin, TX.
Banghart, M., Bian, L., Strawderman, L., & Babski-Reeves, K. (2016). Our Bayesian Brain: Applications to Risk Analysis. Proceedings of the 2016 Industrial and Systems Engineering Research Conference. Anaheim, CA.
Banghart, M., Babski-Reeves, K., & Bian, L. (2016). Human Induced Variability during Failure Mode Effects Analysis (FMEA). Reliability and Maintainability Symposium (RAMS). Tucson, AZ: IEEE. DOI:10.1109/RAMS.2016.7448000.
Yadollahi, A., Shamsaei, N., Thompson, S.M., Elwany, A., Bian, L., & Mahmoudi, M. (2015). Fatigue Behavior of Selective Laser Melted 17-4 PH Stainless Steel. Solid Freeform Fabrication (SFF). Austin, TX.
Yadollahi, A., Shamsaei, N., Thompson, S.M., Elwani, A., & Bian, L. (2015). Mechanical and Microstructural Properties of Selective Laser Melted 17-4 PH Stainless Steel. ASME/ IMECE. Houston, TX.
Masoomi, M., Thompson, S.M., Shamsaei, N., Bian, L., & Elwany, A. (2015). Modeling, Simulation and Experimental Validation of Heat Transfer During Selective Laser Melting. ASME International Mechanical Engineering Congress & Exposition,. Houston, TX: ASME. IMECE2015-52165. [Abstract]
Yadollahi, A., Shamsaei, N., Thompson, S.M., Elwany, A., & Bian, L. (2015). Mechanical and Microstructural Properties of Selective Laser Melted 17-4 PH Stainless Steel. ASME International Mechanical Engineering Congress & Exposition. Houston, TX: ASME. IMECE2015-52362. [Abstract]
Monroe, J. G., Ibrahim, O. T., Thompson, S.M., Shamsaei, N., Bian, L., & Elwany, A. (2015). Thermal Performance and Surface Characterization of a Selective Laser Melted Flat-Plate Oscillating Heat Pipe. 26th International Solid Freeform Fabrication Symposium - An Additive Manufacturing Conference. Austin, TX. 1719. DOI:10.13140/RG.2.1.4422.2166. [Abstract]
Masoomi, M., Thompson, S.M., Shamsaei, N., Elwany, A., & Bian, L. (2015). An Experimental-Numerical Investigation of Heat Transfer during Selective Laser Melting. 2015 Annual International Solid Freeform Fabrication Symposium - An Additive Manufacturing Conference. Austin, TX. 229. DOI:10.13140/RG.2.1.2325.0645. [Abstract]
Yadollahi, A., Elwany, A., Bian, L., Thompson, S.M., & Shamsaei, N. (2015). Fatigue Behavior of 17-4 PH Stainless Steel Fabricated Using Selective Laser Melting. 26th International Solid Freeform Fabrication Symposium - An Additive Manufacturing Conference. Austin, TX. 721. DOI:10.13140/RG.2.1.3996.2323.
Yadollahi, A., Shamsaei, N., Thompson, S.M., Bian, L., & Seely, D. W. (2015). Microstructural Features and Mechanical Properties of 316L Stainless Steel Fabricated by Laser Additive Manufacture. 56th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials. Kissimmee, FL.
Professional Presentations
Thompson, S.M., Ibrahim, O. T., Monroe, J. G., Shamsaei, N., Bian, L., & Elwany, A. (2015). Additively-Manufactured Ti-6Al-4V Oscillating Heat Pipe with Multiple Channel Layers. ASME International Technical Conference and Exhibition on Packaging and Integration of Electronic and Photonic Microsystems (InterPACK). San Francisco, CA: ASME.
Aboutaleb, A., Bian, L., Thompson, S.M., Shamsaei, N., & Elwany, A. (2015). Designing Laser-Based Additive Manufacturing Experiments Using Adaptive Minimum Energy Design. 2015 ISERC Conference and Expo. Nashville, TN.
Aboutaleb, A., Bian, L., Elwany, A., Thompson, S.M., & Shamsaei, N. (2015). Process Parameter Optimization in the Selective Laser Melting of Stainless Steel. 2015 ISERC Conference and Expo. Nashville, TN.