A Comparison of Approaches for Handling Concept Drifts in Data Processed With Machine Learning by Emanuel Valerio Pereira, Wendley Souza da Silva

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Thermographic Data Processing and Feature Extraction Approaches for Machine Learning-Based Defect Detection by Alexey Moskovchenko, Michal Svantner

“…Infrared thermography is a non-destructive testing method used to detect defects in materials and structures. Machine learning algorithms have been applied to thermographic data to automate the defect detection process. …”
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Superstrength permanent magnets with iron-based superconductors by data- and researcher-driven process design by Akiyasu Yamamoto, Shinnosuke Tokuta, Akimitsu Ishii, Akinori Yamanaka, Yusuke Shimada, Mark D. Ainslie

“…However, their unconventional high-T c superconductivity paradoxically associates with anisotropic pairing and short coherence lengths, causing challenges by inhibiting supercurrent transport at grain boundaries in polycrystalline materials. In this study, we employ machine learning to manipulate intricate polycrystalline microstructures through a process design that integrates researcher- and data-driven approaches via tailored software. …”
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Simulation of separation and air classification processes of aerodisperse systems in the shelving device by Varukha D. A., Smirnov V. А., Edl M., Demianenko M. M., Yukhymenko M. P., Pavlenko I. V., Liaposhchenko O. O.

“…The following paper considers the process of classification of polydisperse free-flowing material according to granulometric composition using a gravitational air classificator. …”
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Modelling of Separation and Air Classification Processes of Aerodisperse Systems in the Shelving Device by Varukha D. A., Smirnov V. А., Edl M., Demianenko M. M., Yukhymenko M. P., Pavlenko I. V., Liaposhchenko O. O.

“…The following paper considers the process of classification of polydisperse free-flowing material according to granulometric composition using a gravitational air classificator. …”
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Synthesis of an Algorithm for Processing the Trajectories of Moving Objects Using the Methods of Data Clustering Theory by Nguyen Phung Bao, Quang Hieu Dang

“…To develop a generalized scheme for processing object trajectories (TP) in a DPC and to synthesized a TP algorithm using the methods of data clustering theory.Materials  and  methods.  …”
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FEATURES OF RESTORATION OF DISPERSE POROUS MATERIALS by S. L. Rovin, L. E. Rovin, T. M. Zayats

“…The article presents the results of research recycling of dispersed materials in rotary furnaces. Has been received new data on the of heat and mass transfer processes and carry out intensive and continuous process of solid- liquid-phase reduction of oxides in a single unit.…”
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AW-OZ: a Novel Approach to Explosion Risk Assessment of Equipment and Process Nodes used for Processing Bulk Materials Containing Combustible and Explosive Dusts by Andrzej Wolff, Zbigniew Wolff, Sebastian Slaboszewski

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Relevant approaches to modernization of academic and material and technical process support of academic process in the field of knowledge “Health care” in terms of adapting to inte... by T. O. Pertseva, I. S. Shponka, I. V. Tverdokhlib, O. Yu. Pototskaya

“…To adapt the medical education system to such features, it is necessary: to provide students with high-quality illustrated textbooks and meaningful digital data bases for each specialized subject; to actively use images (audio, video files) from these sources during the analysis of the material and all types of control (including test ones); to establish cooperation between the fundamental and clinical departments in the process of creating test tasks, as well as the exchange of digital materials for practical classes. …”
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Transformer-Driven Inverse Learning for AI-Powered Ceramic Material Innovation With Advanced Data Preprocessing by Murad Ali Khan, Syed Shehryar Ali Naqvi, Muhammad Faseeh, Do-Hyeun Kim

“…The Transformer model, leveraging this enhanced data, demonstrated strong predictive performance, achieving an R2 score of 0.966 for component analysis and an outstanding R2 score of 0.982 for process analysis in Barium Titanate (BaTiO3) material data. …”
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Bayesian inference for peak feature extraction and prediction of material property in X-ray diffraction data by Ryo Murakami, Taisuke T. Sasaki, Hideki Yoshikawa, Yoshitaka Matsushita, Keitaro Sodeyama, Tadakatsu Ohkubo, Hiroshi Shinotsuka, Kenji Nagata

“…To advance the development of materials through data-driven scientific methods, appropriate methods for building machine learning (ML)-ready feature tables from measured and computed data must be established. …”
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The calculation of material balance of metal-lurgical production using «Excel» by V. V. Apanasenko

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Evaluation of hydrodynamic flows of cellular fluid in artificially formed continuums of plant material structure by M. D. Sosnin, I. A. Shorstky

“…The obtained experimental data and dependencies will be useful when considering more complex mass transfer processes in capillary-porous bodies using preliminary electrophysical processing.…”
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EFFICIENCY OF SCAFFOLDING METHOD IN THE LEARNING PROCESS OF MATHEMATICS COMPARATIVE MATERIAL IN GRADE V ELEMENTARY SCHOOL STUDENTS by Muhamad Diva Saidul, Nurbaiti Widyasari

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Integrated process-property modeling of YBa2Cu3O7 superconducting film for data and model driven process design by Tomoya Horide, Shin Okumura, Shunta Ito, Yutaka Yoshida

“…Abstract Process engineering of materials determines not only materials properties, but also cost, yield and production capacity. …”
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DEVELOPMENT OF OPERATION PROCESS MAP AND ANALYSIS OF INVENTORY CONTROL BASED ON MATERIAL REQUIREMENT PLANNING IN ASSEMBLY LINE by Annisa Indah Pratiwi, Afif Hakim, Ragil Yuli Santosa

“…Production planning and control is a theory which discusses all the activities that take place in a production process which includes product planning, costs, production processes, scheduling, forecasting demand and many other products. …”
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Influence of carbohydrate correction of raw materials on the growth of lactic acid microorganisms in the process of directed fermentation of vegetables by J. A. Semenova, N. E. Posokina, V. I. Tereshonok

“…Carbohydrates contained in raw materials play an important role in this process, since carbohydrates are the main source of maintaining the viability of lactic acid microorganisms. …”
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Value-meaningful conceptualisation of educational material in the process of foreign language teaching at the university: A hermeneutic approach by O. A. Zheglova, A. F. Zakirova, L. V. Shilova

“…The present research aims to substantiate the content, methods, techniques and forms of value meaningful conceptualisation of educational material in the process of teaching foreign languages to pedagogical students.Methodology and research methods are based on the study of the value-semantic foundations of pedagogical practice with reference to the cultural-historical concept; on the phenomenological-hermeneutical approach, aimed at the actualisation of the interpretive potential of the teaching content; on the utilisation of the methods of theoretical analysis and synthesis, deduction and induction, comparison, modelling, and methods of inclusive observation. …”
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Research on Feature Extraction of Performance Degradation for Flexible Material R2R Processing Roller Based on PCA by Yaohua Deng, Huiqiao Zhou, Kexing Yao, Zhiqi Huang, Chengwang Guo

“…Based on the analysis of the performance influencing factors of flexible material roll-to-roll processing roller, a principal component analysis extraction model was constructed. …”
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Video Interpolation-Based Multi-Source Data Fusion Method for Laser Processing Melt Pool by Hang Ren, Yuhui Zhang, Huaping Li, Yu Long

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