Bio

I am a research engineer at Stanford Intelligent Systems Lab (SISL) and Mineral-X. I received my Ph.D. degree in Mechanical Engineering from Carnegie Mellon in 2023 and a master's degree in Industrial and Operations Engineering at the University of Michigan, Ann Arbor. My work mostly focuses on the development of trustworthy AI for safety and sustainability domains. Applications include safety validation of cyber-physical systems, decision making under uncertainty for safe subsurface resource planning and operations, and supply chain designs for energy transition commodities.

Academic Appointments

  • Research Engineer, Aeronautics and Astronautics

Professional Education

  • PhD, Carnegie Mellon University, Mechanical Engineering (2023)
  • MSE, University of Michigan, Ann Arbor, Industrial and Operations Engineering (2018)
  • BE, Institute Technology of Sepuluh Nopember, Indonesia, Industrial and Systems Engineering (2014)

Contact

  • Academic
    University - Academic staff Department: Program-Kochenderfer, M. Position: Research Engineer

Additional Info

All Publications

  • Optimal Control of Mechanical Ventilators with Learned Respiratory Dynamics Ward, I. R., Asmar, D. M., Arief, M., Mike, J., Kochenderfer, M. J., Ochoa-Ruiz, G., Grisan, E., Ali, S., Sicilia, R., Santamaria, L. P., Kane, B., Daul, C., Ante, G. S., Gonzalez, A. R. IEEE COMPUTER SOC. 2024: 192-198

    View details for DOI 10.1109/CBMS61543.2024.00040

    View details for Web of Science ID 001284700700056

  • A Survey on Safety-Critical Driving Scenario Generation-A Methodological Perspective IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS Ding, W., Xu, C., Arief, M., Lin, H., Li, B., Zhao, D. 2023; 24 (7): 6971-6988

    View details for DOI 10.1109/TITS.2023.3259322

    View details for Web of Science ID 000966962200001

  • An Accelerated Approach to Safely and Efficiently Test Pre-Production Autonomous Vehicles on Public Streets Arief, M., Glynn, P., Zhao, D., IEEE IEEE. 2018: 2006–11

    View details for Web of Science ID 000457881302002

https://orcid.org/0000-0002-4636-3451