Moji Ghadimi

Senior Research Fellow, University of Queensland

Research Expertise

Quantum Foundations
Experimental Quantum Physics
Computational Physics
Machine Learning
Statistical and Nonlinear Physics
Computational Theory and Mathematics
Computer Networks and Communications
Atomic and Molecular Physics, and Optics
Electrical and Electronic Engineering
Condensed Matter Physics
Nephrology
Instrumentation
Hardware and Architecture
Health Policy
Computer Science Applications
Health Informatics
Pharmacology

About

My passion is to thoroughly understand complex systems to the level that I can explain them to anyone and use that deep understanding to improve them. I have experience in a wide variety of fields in industry and academia (Quantum Computing, AI, IT Management, etc.). With my interdisciplinary knowledge and experience, I have been able to transform the workplaces I worked in so that they continued to perform better even after I left the job. As one example, I can mention my previous job at Griffith University, where I used AI, optimization, and automation to improve the functionality of the quantum computer that my team worked on. Outside work, I spend time with my family, play soccer, or go hiking.

Publications

Scalable ion–photon quantum interface based on integrated diffractive mirrors

npj Quantum Information / Jan 31, 2017

Ghadimi, M., Blūms, V., Norton, B. G., Fisher, P. M., Connell, S. C., Amini, J. M., Volin, C., Hayden, H., Pai, C.-S., Kielpinski, D., Lobino, M., & Streed, E. W. (2017). Scalable ion–photon quantum interface based on integrated diffractive mirrors. Npj Quantum Information, 3(1). https://doi.org/10.1038/s41534-017-0006-6

Nonlocality in Bell’s Theorem, in Bohm’s Theory, and in Many Interacting Worlds Theorising

Entropy / Jul 30, 2018

Ghadimi, M., Hall, M., & Wiseman, H. (2018). Nonlocality in Bell’s Theorem, in Bohm’s Theory, and in Many Interacting Worlds Theorising. Entropy, 20(8), 567. https://doi.org/10.3390/e20080567

Multichannel optomechanical switch and locking system for wavemeters

Applied Optics / Jun 05, 2020

Ghadimi, M., Bridge, E. M., Scarabel, J., Connell, S., Shimizu, K., Streed, E., & Lobino, M. (2020). Multichannel optomechanical switch and locking system for wavemeters. Applied Optics, 59(17), 5136. https://doi.org/10.1364/ao.390881

Ion–photonic frequency qubit correlations for quantum networks

Journal of Physics B: Atomic, Molecular and Optical Physics / Sep 08, 2021

Connell, S. C., Scarabel, J., Bridge, E. M., Shimizu, K., Blūms, V., Ghadimi, M., Lobino, M., & Streed, E. W. (2021). Ion–photonic frequency qubit correlations for quantum networks. Journal of Physics B: Atomic, Molecular and Optical Physics, 54(17), 175503. https://doi.org/10.1088/1361-6455/ac2984

POS-849 CHARACTERISTICS AND OUTCOMES OF HOSPITALIZED COVID-19 PATIENTS WITH ACUTE KIDNEY INJURY

Kidney International Reports / Feb 01, 2022

ESCUDERO, A. E., Ferrer, F., & Pascual, C. (2022). POS-849 CHARACTERISTICS AND OUTCOMES OF HOSPITALIZED COVID-19 PATIENTS WITH ACUTE KIDNEY INJURY. Kidney International Reports, 7(2), S366–S367. https://doi.org/10.1016/j.ekir.2022.01.887

Feasibility study of a coherent feedback squeezer

Physical Review A / Mar 02, 2020

Yokoyama, S., Peace, D., Asavanant, W., Tajiri, T., Haylock, B., Ghadimi, M., Lobino, M., Huntington, E. H., & Yonezawa, H. (2020). Feasibility study of a coherent feedback squeezer. Physical Review A, 101(3). https://doi.org/10.1103/physreva.101.033802

Dynamic compensation of stray electric fields in an ion trap using machine learning and adaptive algorithm

Scientific Reports / Apr 29, 2022

Ghadimi, M., Zappacosta, A., Scarabel, J., Shimizu, K., Streed, E. W., & Lobino, M. (2022). Dynamic compensation of stray electric fields in an ion trap using machine learning and adaptive algorithm. Scientific Reports, 12(1). https://doi.org/10.1038/s41598-022-11142-7

Ultrafast coherent excitation of an ytterbium ion with single laser pulses

Applied Physics Letters / Nov 22, 2021

Shimizu, K., Scarabel, J., Bridge, E., Connell, S., Ghadimi, M., Haylock, B., Hussain, M. I., Streed, E., & Lobino, M. (2021). Ultrafast coherent excitation of an ytterbium ion with single laser pulses. Applied Physics Letters, 119(21). https://doi.org/10.1063/5.0073136

Laser stabilization to neutral Yb in a discharge with polarization-enhanced frequency modulation spectroscopy

Review of Scientific Instruments / Dec 01, 2020

Blūms, V., Scarabel, J., Shimizu, K., Ghadimi, M., Connell, S. C., Händel, S., Norton, B. G., Bridge, E. M., Kielpinski, D., Lobino, M., & Streed, E. W. (2020). Laser stabilization to neutral Yb in a discharge with polarization-enhanced frequency modulation spectroscopy. Review of Scientific Instruments, 91(12). https://doi.org/10.1063/5.0019252

Vlasov model using kinetic phase point trajectories for the study of BGK modes

Computer Physics Communications / Jul 01, 2007

Abbasi, H., Ghadimi, M., Jenab, M., & Javaheri, N. (2007). Vlasov model using kinetic phase point trajectories for the study of BGK modes. Computer Physics Communications, 177(1–2), 124. https://doi.org/10.1016/j.cpc.2007.02.009

Parameter dependence and Bell nonlocality

Physical Review A / Sep 07, 2021

Ghadimi, M. (2021). Parameter dependence and Bell nonlocality. Physical Review A, 104(3). https://doi.org/10.1103/physreva.104.032205

Integrated Fresnel Mirrors for Scalable Trapped Ion Quantum Computing

Conference on Lasers and Electro-Optics / Jan 01, 2016

Streed, E. W., Ghadimi, M., Blums, V., Norton, B. G., Connor, P., Amini, J. M., Volin, C., Lobino, M., & Kielpinski, D. (2016). Integrated Fresnel Mirrors for Scalable Trapped Ion Quantum Computing. Conference on Lasers and Electro-Optics. https://doi.org/10.1364/cleo_qels.2016.fm2c.2

Effect of Covid-19 Vaccination on Hospitalizations

Black Sea Journal of Health Science / Apr 01, 2023

ÖZGEN, E., YAZICIOĞLU, B., BİLGİN, M., & ORUÇ, M. A. (2023). Effect of Covid-19 Vaccination on Hospitalizations. Black Sea Journal of Health Science, 6(2), 246–252. https://doi.org/10.19127/bshealthscience.1160316

Machine learning clinical prediction models for acute kidney injury: the impact of baseline creatinine on prediction efficacy

BMC Medical Informatics and Decision Making / Oct 09, 2023

Kamel Rahimi, A., Ghadimi, M., van der Vegt, A. H., Canfell, O. J., Pole, J. D., Sullivan, C., & Shrapnel, S. (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). https://doi.org/10.1186/s12911-023-02306-0

Machine Learning Decision Support Systems for Predicting Acute Kidney Injury: Improving Precision to improve patient outcomes

May 31, 2023

Rahimi, A. K., Ghadimi, M., Canfell, O. J., Pole, J. D., Sullivan, C., & Shrapnel, S. (2023). Machine Learning Decision Support Systems for Predicting Acute Kidney Injury: Improving Precision to improve patient outcomes. https://doi.org/10.21203/rs.3.rs-2975957/v1

Outcomes, Risk Factors, and Incidence of Acute Kidney Injury in Hospitalized COVID-19 Patients

Iranian Red Crescent Medical Journal / Jan 24, 2023

Outcomes, Risk Factors, and Incidence of Acute Kidney Injury in Hospitalized COVID-19 Patients. (2023). Iranian Red Crescent Medical Journal. Internet Archive. https://doi.org/10.32592/ircmj.2023.25.2.2125

Raman Sideband Cooling 171Yb+ Across Zeeman Sub-levels

Frontiers in Optics + Laser Science 2021 / Jan 01, 2021

Scarabel, J., Shimizu, K., Ghadimi, M., Lobino, M., & Streed, E. (2021). Raman Sideband Cooling 171Yb+ Across Zeeman Sub-levels. Frontiers in Optics + Laser Science 2021. https://doi.org/10.1364/fio.2021.jw7a.33

Towards long-distance quantum communication using trapped ions and frequency qubits

AOS Australian Conference on Optical Fibre Technology (ACOFT) and Australian Conference on Optics, Lasers, and Spectroscopy (ACOLS) 2019 / Dec 30, 2019

Ghadimi, M., Connell, S., Scarabel, J., Shimizu, K., Streed, E., & Lobino, M. (2019). Towards long-distance quantum communication using trapped ions and frequency qubits. In A. Mitchell & H. Rubinsztein-Dunlop (Eds.), AOS Australian Conference on Optical Fibre Technology (ACOFT) and Australian Conference on Optics, Lasers, and Spectroscopy (ACOLS) 2019. SPIE. https://doi.org/10.1117/12.2540050

Monolithic optical integration for scalable trapped-ion quantum information processing

2015 11th Conference on Lasers and Electro-Optics Pacific Rim (CLEO-PR) / Aug 01, 2015

Norton, B. G., Ghadimi, M., Blums, V., & Kielpinski, D. (2015, August). Monolithic optical integration for scalable trapped-ion quantum information processing. 2015 11th Conference on Lasers and Electro-Optics Pacific Rim (CLEO-PR). https://doi.org/10.1109/cleopr.2015.7376434

Education

Griffith University

PhD, Quantum Physics / January, 2017

Brisbane, Queensland, Australia

Experience

The University of Queensland

Research Flllow level B / September, 2021Present

I manage a team of research assistants and PhD students who work on machine learning (in collaboration with Queensland Digital Health Centre, AU and Oxford University, UK) and quantum computing projects (in partnership with EQUS Research Centre, AU). I have published the results in world-leading level journals. - Improving quantum sensors using machine learning. - Improving training methods for quantum neural networks. - Improving the accuracy of training methods for neural networks (CNNs, LLMs) in collaboration with Griffith University, AU. - Machine Learning for detection of Kidney injury in hospitals in collaboration with Queensland Digital Health Centre. - Analysis of the ISARIC/Oxford international dataset, the largest COVID dataset in the world.

Griffith University

Research Fellow / December, 2018September, 2021

- Supervised stabilising quantum computers using machine learning. - Supervised the project “The Internet of the future: towards an intercontinental quantum network,” funded $870,000 to implement quantum security protocols over 60 km of optical fibre.

Ash food company

IT and Data Analytics Manager / September, 2009November, 2012

- Managed the IT unit of the Ash food production company, supervised 5 engineers and 15 technicians in the branches across the country and managed a total annual budget of $500,000. - Performed sales analytics with Excel and SQL Server. - I did web programming with PHP and MySQL. - I received a letter of appreciation for transforming the unit.

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