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November 10, 2026
Physicists Train AI to Optimise Particle Beams in Accelerators
Researchers from the AI and Digital Science Institute at the HSE Faculty of Computer Science and the Budker Institute of Nuclear Physics at the Siberian Branch of the Russian Academy of Sciences have developed RLABC (Reinforcement Learning for Accelerator Beamline Control), a framework that uses reinforcement learning to identify optimal settings for a particle accelerator. In a computer simulation, RLABC optimised the accelerator's parameters to achieve a particle transmission rate of 70%. The study has been published in Computer Physics Communications.
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The influence of happiness and anxiety on emotional Stroop effect

Психологические исследования: электронный научный журнал. 2023. Vol. 16. No. 92. Article 3.
Martynova E. N., Lyusin D.

The emotional Stroop effect is defined as a delay in reaction time or an increase in error rate while naming the color of emotional words compared to neutral words. The aim of this study was to examine how happiness and anxiety influence the emotional Stroop effect. According to the principle of emotion congruence, information processing is facilitated when its emotional valence matches the individual's mood. In the context of the emotional Stroop task, this implies that emotionally congruent words should be processed more easily, leading to a reduction or even elimination of the emotional Stroop effect. Conversely, processing incongruent stimuli should be more challengingand the impact of word meaning on color naming should be more pronounced. Based on these considerations, the hypothesis was proposed that emotional Stroop effect would be stronger when using stimuli incongruent with the participant's emotional state. We administered the emotional Stroop task with neutral, happy, and threatening words, musicfor mood induction, and the EmoS-15 questionnaire to assess mood induction effectiveness. The hypothesis was partially confirmed, as the emotional Stroop effect, assessed by error rates, was greater for stimuli incongruent with the emotional state

Research target: Psychology
Language: English
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Keywords: тревогаanxietyрадостьhappinessemotional Stroop effectиндукция эмоцийэмоциональный эффект Струпаmood inductionэмоциональная конгруэнтностьemotion congruence
Publication based on the results of:
The role of cognitive and affective factors in cognitive task performance (2023)
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