146 citations · 780 across the 50 of their papers we have counts for
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Quantum-Inspired Neural Network Model of Optical Illusions
Ivan S. Maksymov
Ambiguous optical illusions have been a paradigmatic object of fascination, research and inspiration in arts, psychology and video games. However, accurate computational models of…
The Physics of Preference: Unravelling Imprecision of Human Preferences through Magnetisation Dynamics
Ivan S. Maksymov, Ganna Pogrebna
Paradoxical decision-making behaviours such as preference reversal often arise from imprecise or noisy human preferences. Harnessing the physical principle of magnetisation reversa…
Quantum-Mechanical Modelling of Asymmetric Opinion Polarisation in Social Networks
Ivan S. Maksymov, Ganna Pogrebna
We propose a quantum-mechanical model that represents a human system of beliefs as quantised energy levels of a physical system. This model underscores a novel perspective on opini…
Exploring Cognitive Paradoxes in Video Games: A Quantum Mechanical Perspective
Ivan S. Maksymov, Ganna Pogrebna
This paper introduces a quantum-mechanical model that bridges the realms of cognition and quantum mechanics, offering a novel perspective on decision-making under risk and perceptu…
Analogue and Physical Reservoir Computing Using Water Waves
Ivan S. Maksymov
More than 3.5 billion people live in rural areas, where water and water energy resources play an important role in ensuring sustainable and productive rural economies. This article…
Musical creativity enabled by nonlinear oscillations of a bubble in water
Ivan S. Maksymov
Producing original and arranging existing musical outcomes is an art that takes years of learning and practice to master. Yet, despite the constant advances in the field of AI-powe…
Reservoir computing based on solitary-like waves dynamics of film flows: a proof of concept
Ivan S. Maksymov, Andrey Pototsky
Several theoretical works have shown that solitons -- waves that self-maintain constant shape and velocity as they propagate -- can be used as a physical computational reservoir, a…
Experimental and Theoretical Study of Solitary-like Wave Dynamics of Liquid Film Flows over a Vibrated Inclined Plane
Ivan S. Maksymov, Andrey Pototsky
Solitary-like surface waves that originate from the spatio-temporal evolution of falling liquid films have been the subject of theoretical and experimental research due to their un…