Research

Qognitive is at the forefront of a groundbreaking analytical AI paradigm inspired by quantum mechanics and cognitive science. Our innovative approach is transforming how we understand and apply artificial intelligence across multiple industries.

Recent Publications

TitleAuthorsDate
Shallow-circuit Supervised Learning on a Quantum Processor

Luca Candelori, Swarnadeep Majumder, Antonio Mezzacapo, Javier Robledo Moreno, Kharen Musaelian, Santhanam Nagarajan, Sunil Pinnamaneni, Kunal Sharma, and Dario Villani

7 Jan 2026

Supervised Similarity for Firm Linkages

Ryan Samson, Adrian Banner, Luca Candelori, Sebastien Cottrell, Tiziana Di Matteo, Paul Duchnowski, Vahagn Kirakosyan, Jose Marques, Kharen Musaelian, Stefano Pasquali, Ryan Stever and Dario Villani

October 2025

On The Impossibility of an AI Mathematician Being Both Autonomous and Useful

Kharen Musaelian

11 Aug 2025

Quantum Geometry of Data

Alexander G. Abanov, Luca Candelori, Harold C. Steinacker, Martin T. Wells, Jerome R. Busemeyer, Cameron J. Hogan, Vahagn Kirakosyan, Nicola Marzari, Sunil Pinnamaneni1, Dario Villani1, Mengjia Xu1, and Kharen Musaelian

22 July 2025

Robust estimation of the intrinsic dimension of data sets with quantum cognition machine learning

Luca Candelori, Alexander G. Abanov, Jeffrey Berger, Cameron J. Hogan, Vahagn Kirakosyan, Kharen Musaelian, Ryan Samson, James E. T. Smith, Dario Villani, Martin T. Wells, Mengjia Xu

26 Feb 2025

Supervised Similarity for High-Yield Corporate Bonds with Quantum Cognition Machine Learning

Joshua Rosaler, Luca Candelori, Vahagn Kirakosyan, Kharen Musaelian, Ryan Samson, Martin T. Wells, Dhagash Mehta, Stefano Pasquali

3 Feb 2025

Quantum Cognition Machine Learning: Financial Forecasting

Ryan Samson, Jeffrey Berger, Luca Candelori, Vahagn Kirakosyan, Kharen Musaelian, and Dario Villani

20 Sep 2024

Quantum Cognition Machine Learning AI Needs Quantum

Kharen Musaelian (President and Chief Science Officer), Alexander Abanov, Jeffrey Berger, Luca Candelori, Vahagn Kirakosyan, Ryan Samson, James Smith, Dario Villani

1 Mar 2024

Quantum Cognition Machine Learning for Forecasting Chromosomal Instability

Giuseppe Di Caro, Vahagn Kirakosyan, Alexander G. Abanov, Luca Candelori, Nadine Hartmann, Ernest T. Lam, Kharen Musaelian, Ryan Samson, Martin T. Wells, Richard J. Wenstrup, and Mengjia Xu

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