Dynamics of street environmental features and emotional responses in urban areas: implications for public health and sustainable development by Yangfei Huang, Yangfei Huang, Chenjian Zhong, Chenjian Zhong, Tangtao He, Yuyang Jiang

“…A Pyramid Scene Parsing Network (PSPNet) was applied to quantify 18 key environmental features, including the Green View Index (GVI), Space Openness (SO), Enclosure Index (EI), etc. By integrating an emotion dataset assessed by 40 experts, a random forest model was constructed to predict emotional responses to different street spaces. …”
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Classifying the Information Needs of Survivors of Domestic Violence in Online Health Communities Using Large Language Models: Prediction Model Development and Evaluation Study by Shaowei Guan, Vivian Hui, Gregor Stiglic, Rose Eva Constantino, Young Ji Lee, Arkers Kwan Ching Wong

“…ObjectiveThe objective was to develop a fine-tuned large language model (LLM) that can provide fast and accurate predictions of the information needs of survivors of DV from their online posts, enabling health care professionals to offer timely and personalized assistance. …”
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Development of a cataract screening model using an open dataset and deep machine learning algorithms by S.N. Sakhnov, K.D. Axenov, L.E. Axenova, V.V. Vronskaya, A.O. Martsinkevich, V.V. Myasnikova

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Diagnostics of Linear Systems in the State Space by Verlan A. F., Polozhaenko S. A.

“…The purpose of this research was to further develop the model-oriented methods for diagnosis of the technical state of the electrical systems and devices, which was achieved by formalizing the task and developing constructive algorithms for localization of faulty subsystems in the state space. …”
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Space Behind Abstraction: The Metamorphosis of Shape by Ana Paula Parreira Correia Rainha, Miguel Moreira Pinto

“… Purpose: to demonstrate the relation among various architectural contents, whose synthesis is materialized in the design of the architectural space. Method: to develop, in the context of the curricular unity of Drawing, of the Architecture Program, the conception of an architectural space, through an exploratory exercise, using the abstraction of a spot as a starting point, in order to achieve, by its metamorphosis, different kind of spaces, which reflect its main characteristics. …”
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Conceptual Development of Urban Super-blocks Model in Urban Planning Based on Content Analysis Method by Hafez Mahdnejad

“…Based on this, current research purpose is conceptual development of urban superblocks model for the use of urban planners and policy makers of the country.The current research is applied-developmental in terms of purpose and descriptive-analytical in terms of data collection method. …”
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Practicum - A space for leadership and mentoring by Debbie Woolston, Tracy Dayman

“…In this article we draw from a case study located in a provincial New Zealand town and a review of literature to demonstrate that practicum is largely overlooked as a space for early childhood teachers to develop and advance their leadership skills. …”
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Adaptive data embedding for curved spaces by Anoop Praturu, Tatyana O. Sharpee

“…Summary: Recent studies have demonstrated the significance of hyperbolic geometry in uncovering low-dimensional structure within complex hierarchical systems. We developed a Bayesian formulation of multi-dimensional scaling (MDS) for embedding data in hyperbolic spaces that allows for a principled determination of manifold parameters such as curvature and dimension. …”
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Sociological Research of a New Model of Professional Development of Library and Information Specialists in the Samara Region by I. N. Klyuyashkina, I. A. Bogdanova

“…This innovative educational project is aimed at creating a new model of the professional development system and developing the creative potential of library and information specialists in the Samara region.The article highlights the advantages and disadvantages of the organization of professional development of library and information specialists in the region, outlines the prospects for the development of this activity, allowing the design of a new additional educational program “Modern library in the digital space”.The problem of improving the system of advanced training of library and information specialists of municipal libraries in the context of the formation of new professional competencies in the digital environment and the influx of specialists with non-core education to library institutions needs to be solved.…”
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Development of a novel SupraChoroidal-to-Optic-NervE (SCONE) drug delivery system by Bryce Chiang, Kathleen Heng, Kyeongwoo Jang, Roopa Dalal, Yaping Joyce Liao, David Myung, Jeffrey L Goldberg

“…In eyes with successful SCONE delivery, latency and amplitude of visual evoked potentials was not different than the naïve untreated eye.Conclusions SCONE delivery can be used for targeted drug delivery to the optic nerve head of rabbits without measurable toxicity measured anatomically or functionally. Successful development of this system may yield novel opportunities to study optic nerve head-specific drug delivery in animal models, and paradigm-shifting management strategies for treating optic neuropathies.Translational Relevance Here we demonstrate data on a new method for targeted delivery to the optic nerve head, addressing a significant unmet need in therapeutics for optic neuropathies.…”
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Aquila's Roads: Connecting Paphlagonian Spaces by Ching-yuan Wu

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Interaction between the Arctic and Non-Arctic States in Scientific Research and Practical Development of the Geopolitical Potential of the Arctic by I. F. Kefeli, A. V. Nikolaenko

“…Development of the principles of geopolitical forecasting based on mathematical modeling of the geopolitical potential of the state and systematization of developments on the spatial development of the Russian Arctic as part of Greater Eurasia.Methods. …”
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Innovative Development of the Oil and Gas Complex Enterprises Based on Value Added Maximizing Model Realization by E. A. Kuklina

“…The key importance of the Russian oil  and gas sector for the economy of the country makes it necessary to find solutions to minimize the financial losses of oil companies, which will allow enterprises to enter the path of innovative development.  An obligatory condition for the innovative development of enterprises of the oil and gas sector in the modern world space is the choice of  an adequate model of their behavior that reflects the set of changing factors of the external and internal environment. …”
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Development and mathematical modelling of a dual-rotor machine for wind turbine power generation system by Yanan Li, Jianhui Cui, Hongna Li, Bin Zhao

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Development and correctness analysis of the mathematical model of transport and suspension sedimentation depending on bottom relief variation by A. I. Sukhinov, V. V. Sidoryakina

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The Importance of Political Economy of Space Technology by Bijan Pirouz, Maryam peykazar

“…Introduction: Among the 196 countries worldwide, 134 actively engage in basic space technology and services. Governments annually allocate $117 billion to space technology development. …”
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Development of a Model for Soil Salinity Segmentation Based on Remote Sensing Data and Climate Parameters by Gulzira Abdikerimova, Dana Khamitova, Akmaral Kassymova, Assyl Bissengaliyeva, Gulsara Nurova, Murat Aitimov, Yerlan Alimzhanovich Shynbergenov, Moldir Yessenova, Roza Bekbayeva

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Petroelastic modeling of carbonate reservoirs in the view of different void types by Ya. S. Grigoryan, I. O. Bayuk

“…Using Berryman’s self-consistent method, we created a model of rock elastic properties, or a petroelastic model, the void space in which was represented by isometric pores and fractures. …”
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Exploration of New Operational Models and Technologies for the Synergistic Development of Deep-Sea Mining and Carbon Sequestration by Xuguang Chen, Xian Zhang, Ning Ma, Xixi Liu, Anqi Xie, Fengpeng Zhang, Rui Lyu

“…This study summarizes the development status and trends of deep-sea mining operational models, focusing on the efficient, green, and low-carbon development of deep-sea mineral resources. …”
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Intervention and Co-Creation: Art-Led Transformation of Spatial Practices and Cultural Values in Rural Public Spaces by Peiyuan Li, Wencui Zhang

“…The study first develops a conceptual model to explore the causal relationships and pathways between these influencing factors. …”
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