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Quantum Technology in the Financial Sector: Econometric Analyses and Risk Management to Mitigate the Quantum Winter

Cilt: 13 Sayı: 2 22 Nisan 2024
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Quantum Technology in the Financial Sector: Econometric Analyses and Risk Management to Mitigate the Quantum Winter

Öz

In today's rapidly evolving financial landscape, methods as econometric modeling, predictive analysis, and risk analysis are becoming increasingly important. These methods offer critical tools for understanding and managing the potential of quantum technology in the financial sector. Quantum technology can achieve fast and precise results in data analysis, risk management, portfolio optimization, and market forecasting. However, to realize these possibilities, we need to overcome technical challenges as well as financial and strategic barriers. This paper discusses scientific awareness and proposed solutions to 'Quantum Winter' especially in the financial sector. Mitigating the risk of a 'Quantum Winter' is possible through steps such as building strategic partnerships, conducting risk analysis, developing specialized capabilities, securing government support, and establishing appropriate regulations. Econometric modeling, predictive analysis, and risk analysis are indispensable tools to understand the potential of quantum technology in the financial sector and to achieve sustainable success.

Anahtar Kelimeler

Etik Beyan

During the writing process of the study “Quantum Technology in the Financial Sector: Econometric Analyses and Risk Management to Mitigate the Quantum Winter” scientific rules, ethical and citation rules were followed. No falsification was made on the collected data and this study was not sent to any other academic publication medium for evaluation.

Kaynakça

  1. Biele R. D’Agosta R., (2012), “A stochastic approach to open quantum systems”, J Phys Condens Matter, July 11, 24(27):273201, doi: 10.1088/0953-8984/24/27/273201. Epub 2012 Jun 20.
  2. Bouland, Adam, Wim van Dam, Hamed Joorati, Iordanis Kerenidis, Anupam Prakash (2020), “Prospects and Challenges of Quantum Finance”, https://arxiv.org/pdf/2011.06492.pdf
  3. Cirac, J. I., (2021), “Quantum Computing and simulation”, Nanophotonics, 10(1):453-456, De Gruyter.
  4. Deodoro, J., Gorbanyov, M., Malaika, M., & Sedik, T. (2021), “Quantum Computing and The Financial System: Spooky Action at a Distance?” Imf Working Paper.
  5. Dervovic D., Herbster M., Mountney P., Severini S., Usher N and Wossnig L., (2018), “Quantum linear systems algorithms: a primer, https://doi.org/10.48550/arXiv.1802.08227, arXiv:1802.08227 (quant-ph)
  6. Egger D. J.. et al. (2020), “Quantum Computing for Finance: State of the Art and Future Prospects”, IEEE Transactions on Quantum Engineering, Vol 1., pp. 1-24, Art No. 3101724, doi: 10.1109/TQE: 2020.3030314.
  7. Herman D., Googin C., Liu X., Galda A., Safro I. Sun Y., Pistoia M. and Alexeev Y., (2022), “A Survey of Quantum Computing for Finance”, arXiv: 2201.02773, https://doi.org/10.48550/arXiv.2201.02773, Quantum Physics (quant-ph); Computational Finance (q-fin.CP).
  8. Jenet, A., Trefzger C., Lewis A.M., Taucer F., Berghe, L. V. D., Tüchler A., Loeffler M. and Nik S. (2020), “Making Quantum Technology Ready for Industry, Putting Science into Standarts”, #Standarts4Quantum, JRC Conference and Workshop Report, JRC118197 EUR 30196 EN, ISBN 978-92-76-18452-2, ISSN 1831-9424, doi:10.2760/882029 .

Ayrıntılar

Birincil Dil

İngilizce

Konular

Zaman Serileri Analizi, Ekonometri (Diğer)

Bölüm

Araştırma Makalesi

Yayımlanma Tarihi

22 Nisan 2024

Gönderilme Tarihi

19 Ağustos 2023

Kabul Tarihi

8 Aralık 2023

Yayımlandığı Sayı

Yıl 2024 Cilt: 13 Sayı: 2

Kaynak Göster

APA
Fırat, E. H. (2024). Quantum Technology in the Financial Sector: Econometric Analyses and Risk Management to Mitigate the Quantum Winter. MANAS Sosyal Araştırmalar Dergisi, 13(2), 477-489. https://doi.org/10.33206/mjss.1346041
AMA
1.Fırat EH. Quantum Technology in the Financial Sector: Econometric Analyses and Risk Management to Mitigate the Quantum Winter. MJSS. 2024;13(2):477-489. doi:10.33206/mjss.1346041
Chicago
Fırat, Emrah Hanifi. 2024. “Quantum Technology in the Financial Sector: Econometric Analyses and Risk Management to Mitigate the Quantum Winter”. MANAS Sosyal Araştırmalar Dergisi 13 (2): 477-89. https://doi.org/10.33206/mjss.1346041.
EndNote
Fırat EH (01 Nisan 2024) Quantum Technology in the Financial Sector: Econometric Analyses and Risk Management to Mitigate the Quantum Winter. MANAS Sosyal Araştırmalar Dergisi 13 2 477–489.
IEEE
[1]E. H. Fırat, “Quantum Technology in the Financial Sector: Econometric Analyses and Risk Management to Mitigate the Quantum Winter”, MJSS, c. 13, sy 2, ss. 477–489, Nis. 2024, doi: 10.33206/mjss.1346041.
ISNAD
Fırat, Emrah Hanifi. “Quantum Technology in the Financial Sector: Econometric Analyses and Risk Management to Mitigate the Quantum Winter”. MANAS Sosyal Araştırmalar Dergisi 13/2 (01 Nisan 2024): 477-489. https://doi.org/10.33206/mjss.1346041.
JAMA
1.Fırat EH. Quantum Technology in the Financial Sector: Econometric Analyses and Risk Management to Mitigate the Quantum Winter. MJSS. 2024;13:477–489.
MLA
Fırat, Emrah Hanifi. “Quantum Technology in the Financial Sector: Econometric Analyses and Risk Management to Mitigate the Quantum Winter”. MANAS Sosyal Araştırmalar Dergisi, c. 13, sy 2, Nisan 2024, ss. 477-89, doi:10.33206/mjss.1346041.
Vancouver
1.Emrah Hanifi Fırat. Quantum Technology in the Financial Sector: Econometric Analyses and Risk Management to Mitigate the Quantum Winter. MJSS. 01 Nisan 2024;13(2):477-89. doi:10.33206/mjss.1346041

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