Contact

  • Academic
    satomm@stanford.edu
    University - Student Department: Civil and Environmental Engineering Position: Graduate

All Publications

  • Identification and Interpretation of Melt Pool Shapes in Laser Powder Bed Fusion with Machine Learning SMART AND SUSTAINABLE MANUFACTURING SYSTEMS Sato, M. M., Wong, V. H., Yeung, H., Witherell, P., Law, K. H. 2024; 8 (1)

    View details for DOI 10.1520/SSMS20230035

    View details for Web of Science ID 001203536700001

  • EXPLAINABILITY OF LASER POWDER BED FUSION MELT POOL CLASSIFICATION USING DEEP LEARNING Sato, M. M., Wong, V., Law, K. H., Yeung, H., Witherell, P., AMER SOC MECHANICAL ENGINEERS AMER SOC MECHANICAL ENGINEERS. 2023

    View details for Web of Science ID 001221468500054

  • Multi-fidelity Modeling for Uncertainty Quantification in Laser Powder Bed Fusion Additive Manufacturing INTEGRATING MATERIALS AND MANUFACTURING INNOVATION Nath, P., Sato, M., Karve, P., Mahadevan, S. 2022

    View details for DOI 10.1007/s40192-022-00260-9

    View details for Web of Science ID 000794120500001

  • Multi-Objective Optimization Under Uncertainty of Part Quality in Fused Filament Fabrication ASCE-ASME JOURNAL OF RISK AND UNCERTAINTY IN ENGINEERING SYSTEMS PART B-MECHANICAL ENGINEERING Kapusuzoglu, B., Nath, P., Sato, M., Mahadevan, S., Witherell, P. 2022; 8 (1)

    View details for DOI 10.1115/1.4053181

    View details for Web of Science ID 000758770200006

  • Anomaly Detection of Laser Powder Bed Fusion Melt Pool Images Using Combined Unsupervised and Supervised Learning Methods 42nd Computers and Information in Engineering Conference (CIE) Sato, M. M., Wong, V. W., Law, K. H., Yeung, H., Yang, Z., Lane, B., Witherell, P. 2022: 10

    View details for DOI 10.1115/DETC2022-88313

  • Process Optimization Under Uncertainty for Improving the Bond Quality of Polymer Filaments in Fused Filament Fabrication JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME Kapusuzoglu, B., Sato, M., Mahadevan, S., Witherell, P. 2021; 143 (2)

    View details for DOI 10.1115/1.4048073

    View details for Web of Science ID 000603622800013