Dr Moji Ghadimi

Research Fellow

School of Mathematics and Physics
Faculty of Science

Overview

Moji Ghadimi has used his computational skills to publish in the research fields below:

  • Artificial intelligence for health.
  • Quantum machine learning.
  • Foundations of machine learning (optimization).
  • Applications of machine learning for quantum experiments.
  • Foundations of quantum mechanics.
  • Experimental quantum computing with ions.
  • Computational plasma physics.

He is also a science communicator for industry and general public that gives talks on practical quantum computing and foundations of quantum mechanics through the meetup group Quantum Computing Brisbane and public events like Pint of Science.

Qualifications

  • Doctor of Philosophy of Physics, Griffith University

Publications

View all Publications

Supervision

  • Doctor Philosophy

  • Doctor Philosophy

View all Supervision

Publications

Journal Article

  • Wainstein, Marina, Edward, Eleanor, Spyrison, Nicholas, Rahimi, Amir Kamel, Ghadimi, Moji, Johnson, David and Shrapnel, Sally (2024). WCN24-1193 VALIDATION OF THE EXTENDED KDIGO DEFINITION TO DIAGNOSE ACUTE KIDNEY INJURY IN A GENERAL HOSPITAL POPULATION USING THE MIMIC-IV DATASET. Kidney International Reports, 9 (4), S261-S262. doi: 10.1016/j.ekir.2024.02.537

  • Kamel Rahimi, Amir, Ghadimi, Moji, van der Vegt, Anton H., Canfell, Oliver J., Pole, Jason D., Sullivan, Clair and Shrapnel, Sally (2023). Machine learning clinical prediction models for acute kidney injury: the impact of baseline creatinine on prediction efficacy. BMC Medical Informatics and Decision Making, 23 (1) 207, 1-14. doi: 10.1186/s12911-023-02306-0

  • Gonçalves, Bronner P., Jassat, Waasila, Baruch, Joaquín, Hashmi, Madiha, Rojek, Amanda, Dasgupta, Abhishek, Martin-Loeches, Ignacio, Reyes, Luis Felipe, Piubelli, Chiara, Citarella, Barbara Wanjiru, Kartsonaki, Christiana, Lefèvre, Benjamin, López Revilla, José W., Lunn, Miles, Harrison, Ewen M., Kraemer, Moritz U. G., Shrapnel, Sally, Horby, Peter, Bisoffi, Zeno, Olliaro, Piero L, Merson, Laura, ISARIC Clinical Characterisation Group and Ghadimi, Moji (2023). A multi-country analysis of COVID-19 hospitalizations by vaccination status. Med, 4 (11), 797-812.e2. doi: 10.1016/j.medj.2023.08.005

  • Wainstein, Marina, Spyrison, Nicholas, Dai, Danyang, Ghadimi, Moji, Chavez-Iniquez, Jonathan Samuel, Rizo Topete, Lilia María, Citarella, Barbara Wanjiru, Merson, Laura, Pole, Jason, Claure-Del Granado, Rolando, Johnson, David W., Shrapnel, Sally, Abdukahil, heryl Ann, Abdulkadir, Nurul Najmee, Abe, Ryuzo, Abel, Laurent, Abrous, Amal, Absil, Lara, Acker, Andrew, Adachi, Shingo, Adrião, Diana, Al Ageel, Saleh, Ahmed, Shakeel, Ainscough, Kate, Airlangga, Eka, Aisa, Tharwat, Hssain, Ali Ait, Tamlihat, Younes Ait, Akimoto, Takako ... ISARIC Characterization Group (2023). Association of country income level with the characteristics and outcomes of critically ill patients hospitalized with acute kidney injury and COVID-19. Kidney International Reports, 8 (8), 1514-1530. doi: 10.1016/j.ekir.2023.05.015

  • Ghadimi, Moji, Zappacosta, Alexander, Scarabel, Jordan, Shimizu, Kenji, Streed, Erik W. and Lobino, Mirko (2022). Dynamic compensation of stray electric fields in an ion trap using machine learning and adaptive algorithm. Scientific Reports, 12 (1), 1-8. doi: 10.1038/s41598-022-11142-7

  • Shimizu, Kenji, Scarabel, Jordan, Bridge, Elizabeth, Connell, Steven, Ghadimi, Moji, Haylock, Ben, Hussain, Mahmood Irtiza, Streed, Erik and Lobino, Mirko (2021). Ultrafast coherent excitation of an ytterbium ion with single laser pulses. Applied Physics Letters, 119 (21) 214003, 1-4. doi: 10.1063/5.0073136

  • Connell, Steven C., Scarabel, Jordan, Bridge, Elizabeth M., Shimizu, Kenji, Blūms, Valdis, Ghadimi, Mojtaba, Lobino, Mirko and Streed, Erik W. (2021). Ion-photonic frequency qubit correlations for quantum networks. Journal of Physics B: Atomic, Molecular and Optical Physics, 54 (17) 175503. doi: 10.1088/1361-6455/ac2984

  • Ghadimi, Moji (2021). Parameter dependence and Bell nonlocality. Physical Review A, 104 (3) 032205. doi: 10.1103/physreva.104.032205

  • Blūms, Valdis, Scarabel, Jordan, Shimizu, Kenji, Ghadimi, Moji, Connell, Steven C., Händel, Sylvi, Norton, Benjamin G., Bridge, Elizabeth M., Kielpinski, David, Lobino, Mirko and Streed, Erik W. (2020). Laser stabilization to neutral Yb in a discharge with polarization-enhanced frequency modulation spectroscopy. Review of Scientific Instruments, 91 (12) 123002, 123002. doi: 10.1063/5.0019252

  • Ghadimi, Moji, Bridge, Elizabeth M., Scarabel, Jordan, Connell, Steven, Shimizu, Kenji, Streed, Erik and Lobino, Mirko (2020). Multichannel optomechanical switch and locking system for wavemeters. Applied Optics, 59 (17), 5136-5141. doi: 10.1364/AO.390881

  • Yokoyama, Shota, Peace, Daniel, Asavanant, Warit, Tajiri, Takeyoshi, Haylock, Ben, Ghadimi, Moji, Lobino, Mirko, Huntington, Elanor H. and Yonezawa, Hidehiro (2020). Feasibility study of a coherent feedback squeezer. Physical Review A, 101 (3) 033802. doi: 10.1103/physreva.101.033802

  • Ghadimi, Mojtaba, Hall, Michael J. W. and Wiseman, Howard M. (2018). Nonlocality in Bell's Theorem, in Bohm's Theory, and in many interacting worlds theorising. Entropy, 20 (8). doi: 10.3390/e20080567

  • Ghadimi, Moji, Blums, Valdis, Norton, Benjamin G., Fisher, Paul M., Connell, Steven C., Amini, Jason M., Volin, Curtis, Hayden, Harley, Pai, Chien-Shing, Kielpinski, David, Lobino, Mirko and Streed, Erik W. (2017). Scalable ion-photon quantum interface based on integrated diffractive mirrors. NPJ Quantum Information, 3 (1) 4. doi: 10.1038/s41534-017-0006-6

Conference Publication

  • Scarabel, Jordan, Shimizu, Kenji, Ghadimi, Moji, Lobino, Mirko and Streed, Erik (2021). Raman sideband cooling 171Yb+ across Zeeman sub-levels. Laser Science, LS 2021 - Part of Frontiers in Optics, FiO 2021, Online, 1–4 November 2021. Washington, DC United States: Optica Publishing Group. doi: 10.1364/FIO.2021.JW7A.33

  • Ghadimi, M., Connell, S., Scarabel, J., Shimizu, K., Streed, E. and Lobino, M. (2019). Towards long-distance quantum communication using trapped ions and frequency qubits. AOS Australian Conference on Optical Fibre Technology (ACOFT) / Australian Conference on Optics, Lasers, and Spectroscopy (ACOLS), Melbourne, VIC, Australia, 9-12 December 2019. Bellingham, WA United States: SPIE - International Society for Optical Engineering. doi: 10.1117/12.2540050

  • Norton, Benjamin G., Ghadimi, Moji, Blums, Valdis and Kielpinski, David (2016). Monolithic optical integration for scalable trapped-ion quantum information processing. 11th Conference on Lasers and Electro-Optics Pacific Rim (CLEO-PR), Busan, Korea, 24-28 August 2015. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/cleopr.2015.7376434

  • Streed, Erik W., Ghadimi, Moji, Blums, Valdis, Norton, Benjamin G., Connor, Paul, Amini, Jason M., Volin, Curtis, Lobino, Mirko and Kielpinski, David (2016). Integrated Fresnel mirrors for scalable trapped ion quantum computing. CLEO: QELS_Fundamental Science 2016, San Jose, CA United States, 5–10 June 2016. Washington, DC United States: Optica Publishing Group.

  • Streed, Erik W., Ghadimi, Moji, Blums, Valdis, Norton, Benjamin G., Connor, Paul, Amini, Jason M., Volin, Curtis, Lobino, Mirko and Kielpinski, David (2016). Integrated Fresnel mirrors for scalable trapped ion quantum computing. Conference on Lasers and Electro-Optics (CLEO), San Jose, CA United States, 5-10 June 2016. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers.

  • Abbasi, H., Ghadimi, M., Jenab, M. and Javaheri, N. (2007). Vlasov model using kinetic phase point trajectories for the study of BGK modes. Conference on Computational Physics (CCP 2006), Gyeongju, South Korea, 29 August - 1 September 2006. Amsterdam, Netherlands: Elsevier. doi: 10.1016/j.cpc.2007.02.009

PhD and MPhil Supervision

Current Supervision