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  • Сборник трудов по тематическому направлению ННС «Наноэлектроника»
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News
May 25, 2026
HSE Scientists Train Neural Network to 'Hear' Faults in Electric Motors
Researchers at the AI and Digital Science Institute of the HSE Faculty of Computer Science have developed a new method—the Signature-Guided Data Augmentation (SGDA) framework—that achieves 99% accuracy in motor fault detection and 86% accuracy in fault classification. The application of this approach can reduce industrial equipment repair costs, minimise downtime, and improve production safety. The study results have been published in Engineering Applications of Artificial Intelligence.
May 25, 2026
'The Humanities Serve as a Conscience'
Maria Mizernaia studies Soviet literature and the history of book publishing. In this interview for the HSE Young Scientists project, she discusses plans to publish a novel about besieged Leningrad, AI-provoked reflections on what it means to be human, and how novels can help satisfy our dopamine hunger.
May 25, 2026
Is It Possible to Predict a Citys Life Based on the Shape of Its Neighbourhoods?
Is it possible to predict, based on the configuration of streets and buildings, where a café will open or where traffic congestion will occur? Participants in the Spatial Analysis and Modelling of Urban Processes research and study group use open data and machine learning to identify universal patterns. Alexander Sheludkov and Eduard Somov discuss the purpose of comparing cities, the need for new forms of urban statistics, and how open data is transforming approaches to urban studies.

 

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Сборник трудов по тематическому направлению ННС «Наноэлектроника»

M. : vniite, 2010.
Chapters
Теория переходной схемотехники как инструмент разработки интеллектуальных наноструктур и наносистем
Trubochkina N. K., В кн.: Сборник трудов по тематическому направлению ННС «Наноэлектроника».: М.: ГУ ВНИИТЭ ("Всероссийский научно-исследовательский институт технической эстетики"), 2010. С. 53–79.
Материалы статьи предназначены для формирования нового взгляда на возможное проектирование трехмерных сверхбольших интегральных схем (3D СБИС) на базе оптимальной переходной схемотехники, в отличие от существующей в настоящее время избыточной транзисторной схемотехники. ...
Added: April 12, 2012
Priority areas: IT and mathematics
Language: Russian
Keywords: инновацииматематическое моделированиенаноэлектроника
Сборник трудов по тематическому направлению ННС «Наноэлектроника»
Similar publications
ML-based Fast Simulation of FARICH Responses
Shipilov F., Barnyakov A., Ivanov A. et al., / Series Physics "arxiv.org". 2026.
A fast simulation of the detector response is a vital task in high-energy physics (HEP). Traditional Monte-Carlo methods form the backbone of modern particle physics simulation software but are computationally expensive. We present a machine-learning-based approach to fast simulation of the Focusing Aerogel Ring Imaging Cherenkov (FARICH) detector response. Given a particle track and momentum, ...
Added: May 19, 2026
Разработка комплексной математической модели для виртуальных тепловых испытаний электронной аппаратуры
Vinokurov Y., Kofanov Y. N., Sotnikova S., В кн.: Инновационные, информационные и коммуникационные технологии: сборник трудов XXII Международной научно-практической конференции. Москва, 2025.: Ассоциация выпускников и сотрудников ВВИА им. проф. Жуковского, 2025. С. 129–134.
В статье представлены результаты разработки и валидации комплексной математической модели в виде ненаправленного графа для конкретного применения, а именно для проведения виртуальных тепловых испытаний электронной аппаратуры. Предложена структура модели, включающая четыре подмодели: тепловых процессов внутри аппаратуры, взаимодействия с испытательным оборудованием, внешнего температурного воздействия, взаимодействия с оснасткой и с измерительной системой. Описаны методы получения исходных данных ...
Added: May 1, 2026
Natural hazard database from Internet publications: text mining with a large language model
Derkacheva A., Sakirkina M., Kraev G. et al., /. 2026.
Comprehensive data on natural hazards and their consequences are crucial for effective for risk assessment, adaptation planning, and emergency response. However, many countries face challenges with fragmented, inconsistent, and inaccessible data, particularly regarding local-scale events. To address this data gap in Russia, we developed an end-to-end processing pipeline that scrapes news from various online sources, ...
Added: April 28, 2026
Влияние искусственного интеллекта на профессиональную деятельность фрилансеров
Strebkov D., Социологические исследования 2026 № 2 С. 35–47
The article analyzes the impact of artificial intelligence (AI) on the professional activities of Russian-speaking freelancers engaged in creative and intellectual fields. Based on data from online surveys conducted in 2024 and 2025 on the platform Freelance.ru, the research reveals the dynamics of AI usage, the primary tasks assigned to neural networks, and the advantages ...
Added: April 20, 2026
Algorithmic overlaps as thermodynamic variables: from local to cluster Monte Carlo dynamics in critical phenomena
Pilé I., Deng Y., Shchur L., / Series arXiv "math". 2026. No. 2604.10254.
We investigate the spatial overlap of successive spin configurations in Markov chain Monte Carlo simulations using the local Metropolis algorithm and the Svendsen-Wang and Wolff cluster algorithms. We examine the dynamics of these algorithms for two models in different universality classes: the Ising model and the Potts model with three components. The overlap of two ...
Added: April 20, 2026
Using predefined vector systems to speed up neural network multimillion class classification
Gabdullin N., Androsov I., / Series Computer Science "arxiv.org". 2026.
Label prediction in neural networks (NNs) has O(n) complexity proportional to the number of classes. This holds true for classification using fully connected layers and cosine similarity with some set of class prototypes. In this paper we show that if NN latent space (LS) geometry is known and possesses specific properties, label prediction complexity can ...
Added: April 2, 2026
Инновационный менеджмент : учебник для вузов
М.: Юрайт, 2026.
The course "Innovation Management" is included in most higher education curricula, and a new program, "Innovation," has been launched. This textbook introduces students and aspiring entrepreneurs to the key challenges that arise when implementing innovative projects, as well as the ways and means of addressing them. This course also teaches how to engage relevant specialists ...
Added: March 7, 2026
Моделирование оценки потенциала изменения тарифов на авиаперевозки на основе составляющих себестоимости
Урюпин И. В., Vlasenko A., Мир транспорта 2024 Т. 22 № 4 (113) С. 94–103
The price of transportation (rate) is one of the key factors in the development of the air transportation system (ATS) of any country, in particular of the Russian Federation. In turn, the formation of the rate directly depends on the cost price of transportation and its components. Forecasting and modelling the cost prices considering the ...
Added: February 24, 2026
Оценка прямых эксплуатационных расходов для перспективных воздушных судов с альтернативными типами силовых установок
Урюпин И. В., Vlasenko A., Экономика и математические методы 2024 Т. 60 № 2 С. 92–104
At present, in an unstable geopolitical situation, one of the most important tasks for the Russian Federation is the creation of advanced domestic aircraft that will not be inferior to its foreign counterparts. The cost of operating is the main criterion in the design of a new aircraft to ensure competitiveness in air transport systems. ...
Added: February 24, 2026
Оценка цены перспективного воздушного судна на основе его летно-технических характеристик
Урюпин И. В., Vlasenko A., Sukharev A., Экономика и математические методы 2025 Т. 61 № 4 С. 73–85
At present development of advanced civil aircraft is one of the key priorities in Russia. To become commercially successful advanced civil aircraft should provide competitive lifecycle costs. Accordingly, it requires balancing operational expenses and consumer-acceptable pricing during an aircraft design phase. However, price evaluation of a prospective aircraft with the analog method or the income ...
Added: February 24, 2026
Цивилизационные коды экономического роста: сравнительная модель и прогноз ВВП
Akaev A., Давыдова О. И., Korotayev A., Философия и общество 2025 № 4(117) С. 5–46
This article presents a comprehensive macroeconomic analysis of countries grouped into civilizational clusters based on a cultural-historical approach. The object of the study is the macroeconomic dynamics of states in the context of civilizational differences, and the subject is the model-based assessment and forecast of GDP growth rates for the period up to 2050. The ...
Added: February 24, 2026
Iterative Ricci-Foster Curvature Flow with GMM-Based Edge Pruning: A Novel Approach to Community Detection
Sorokin K., Beketov M., Онучин А. et al., / arxiv.org. Серия cs.SI "Social and Information Networks ". 2025.
Community detection in complex networks is a fundamental problem, open to new approaches in various scientific settings. We introduce a novel community detection method, based on Ricci flow on graphs. Our technique iteratively updates edge weights (their metric lengths) according to their (combinatorial) Foster version of Ricci curvature computed from effective resistance distance between the ...
Added: January 15, 2026
Implementing Transport Coding in OMNeT++ for Message Delay Reduction
Petrovanov I., Sergeev A., / Series Computer Science "arxiv.org". 2025. No. 2512.18332.
Transport coding reduces message delay in packet-switched networks by introducing controlled redundancy at the transport layer:  original packets are encoded into  coded packets, and the message is reconstructed after the first  successful deliveries, effectively shifting latency from the maximum packet delay to the -th order statistic. We present a concise, reproducible discrete-event implementation of transport coding in OMNeT++, including ...
Added: December 24, 2025
Инфраструктура цифровой среды: проблемы создания и воздействие на благосостояние населения
Sirotin V., Тушева К. М., Семенов В. А., В кн.: Цифровая трансформация экономики: вызовы и проблемы.: Русайнс, 2025. С. 183–208.
В условиях глобальных экономических изменений, международных санкций и технологической изоляции вопросы импортозамещения в сфере компьютерных технологий становятся особенно актуальными для России. Цель данного исследования - оценить, насколько достижимы цели по импортозамещению в России в области компьютерных технологий и микроэлектроники. В статье рассматривается мировой рынок высокотехнологичных компонентов, включая микроэлектронику, процессоры и другие критически важные элементы, а ...
Added: December 20, 2025
Оценка цены перспективного воздушного судна на основе его летно-технических характеристик
Урюпин И. В., Власенко А. О., Sukharev A., Экономика и математические методы 2025 Т. 61 № 4 С. 73–85
At present development of advanced civil aircraft is one of the key priorities in Russia. To become commercially successful advanced civil aircraft should provide competitive lifecycle costs. Accordingly, it requires balancing operational expenses and consumer-acceptable pricing during an aircraft design phase. However, price evaluation of a prospective aircraft with the analog method or the income ...
Added: December 12, 2025
Устойчивое развитие: мировые инновационно-инвестиционные процессы в производстве и переработке льна и российские традиции
Filosofova T. G., Сырцов Д. Н., Токанов И. Г., Государственное и муниципальное управление. Ученые записки 2025 № 4 С. 170–180
Agricultural products and their processing industries are a source of human livelihood and determine the socioeconomic development and well-being of any country. Russia is one of the countries where flax has been a key agricultural crop and export item for centuries. Purpose. To identify the prerequisites and opportunities for developing flax and flax-processed product production, ...
Added: December 12, 2025
Succession in Driving Innovation Within Family-owned Businesses in Japan
Sadoi Y., Shaposhnikov S., Science, Technology and Society 2026 Vol. 31 No. 1 P. 27–47
This article examines how intergenerational succession influences innovation in Japanese family-owned businesses (FOBs), where legacy and renewal coexist within a distinctive cultural and institutional framework. Drawing on 20 case studies across sectors, it demonstrates that succession can serve both as a constraint and a catalyst for innovation, depending on the alignment between successor legitimacy, autonomy, ...
Added: December 8, 2025
Hessian-based lightweight neural network for brain vessel segmentation on a minimal training dataset
Меньшиков И. А., Бернадотт А. К., Elvimov N. S., / Series arXie "Statistical mechanics". 2025.
Accurate segmentation of blood vessels in brain magnetic resonance angiography (MRA) is essential for successful surgical procedures, such as aneurysm repair or bypass surgery. Currently, annotation is primarily performed through manual segmentation or classical methods, such as the Frangi filter, which often lack sufficient accuracy. Neural networks have emerged as powerful tools for medical image ...
Added: December 1, 2025
City Human Potential Ranking 2023. Methodology and Results of Comparative Analysis of 100 BRICS+ Development Leading Cities
Cyril Ilnicki, Raj A., del Rio M. D. et al., Mexico: Universidad panamericana, 2024.
The study, developed by an international consortium, presents the inaugural ranking of human potential in BRICS+ cities, based on UNESCO methodology. The ranking analyzes 100 development-leading cities from 32 BRICS+ countries according to their capacity to develop and realize human potential. The methodology evaluates two interrelated perspectives: the quality of population potential development and the ...
Added: November 26, 2025
Determining the boundary of dynamical chaos in the generalized Chirikov map via machine learning
Chernyshov D., Satanin A., Shchur L., / Series arXiv "math". 2025.
We investigate the boundary separating regular and chaotic dynamics in the generalized Chirikov map, an extension of the standard map with phase-shifted secondary kicks. Lyapunov maps were computed across the parameter space (K,K(α, τ)) and used to train a convolutional neural network (ResNet18) for binary classification of dynamical regimes. The model reproduces the known critical ...
Added: November 21, 2025
Эффективный алгоритм торговли на фондовом рынке: ретроспективный анализ, основанный на данных по S&P-500.
Rubchinskiy A., Chubarova D., / Series WP7 "Математические методы анализа решений в экономике, бизнесе и политике". 2025. No. WP7/2025/01.
The article examines one of the most famous examples of socio-economic systems, characterized by significant uncertainty – the S&P-500 stock market, where shares of 500 largest US companies are traded. No assumptions are made about the probabilistic characteristics of the stock market. A flexible algorithm for daily trading has been developed, based on both known fixed data ...
Added: November 9, 2025
Diffusion on language model embeddings for protein sequence generation
Meshchaninov V., Strashnov, P., Shevtsov A. et al., / Cornell University. Серия CoRR, arXiv:2403.03726 "Computing Research Repository,". 2025.
Protein design requires a deep understanding of the inherent complexities of the protein universe. While many efforts lean towards conditional generation or focus on specific families of proteins, the foundational task of unconditional generation remains underexplored and undervalued. Here, we explore this pivotal domain, introducing DiMA, a model that leverages continuous diffusion on embeddings derived ...
Added: October 5, 2025
Smoothie: Smoothing Diffusion on Token Embeddings for Text Generation
Shabalin A., Meshchaninov V., Vetrov D., / Series cs.CL, arXiv:2505.18853 "Computation and Language". 2025.
Diffusion models have achieved state-of-the-art performance in generating images, audio, and video, but their adaptation to text remains challenging due to its discrete nature. Prior approaches either apply Gaussian diffusion in continuous latent spaces, which inherits semantic structure but struggles with token decoding, or operate in categorical simplex space, which respect discreteness but disregard semantic ...
Added: October 5, 2025
Агентность и нарративная креативность как инструменты трансформационного перехода
Sorokin P. S., Форсайт 2025 Т. 19 № 3 С. 86–97
In the context of various global crises following one another, transformational transitions of major socioeconomic systems to new development models are becoming a frontier of scientific discussions. There is growing need for actors capable of efficiently managing such comprehensive radical transformations focused on innovation. Building up human agency of the transformational type (TA) has always ...
Added: October 2, 2025
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