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Articles 15241 - 15270 of 1103637
Full-Text Articles in Entire DC Network
Hype Or Fraud? Ai-Washing And The Limits Of The Term “Misleading” Under Sec’S Section 10(B) And Rule 10b-5, Elizabeth De La Chapelle
Hype Or Fraud? Ai-Washing And The Limits Of The Term “Misleading” Under Sec’S Section 10(B) And Rule 10b-5, Elizabeth De La Chapelle
DePaul Journal of Art, Technology & Intellectual Property Law
No abstract provided.
Vibration Health Monitoring System In Uah Senior Aircraft Design, Deklan Alexander Wilder
Vibration Health Monitoring System In Uah Senior Aircraft Design, Deklan Alexander Wilder
Honors Capstone Projects and Theses
No abstract provided.
265 Screens, Don Casper
265 Screens, Don Casper
Theses
265 Screens documents twenty-nine cinemas across six states which shut down since March 15, 2020. My project blends photography with cinematography set in a darkened space creating an alternative cinematic experience - reflecting on the changing film industry through the rise of digital technologies and what it means to lose these physical spaces that connect us. Digital streaming has made it possible to watch films at home or alone on a mobile device – creating more isolated viewing experiences. This body of work embodies this transition through the blending of the materials used to create the images themselves. The photographs …
The Learning Analytics Value Chain, Charles Lang, Yunxi Kong, Geraldine Gray, Jie Gao
The Learning Analytics Value Chain, Charles Lang, Yunxi Kong, Geraldine Gray, Jie Gao
Research Outputs: 2025-Present
A persistent challenge for the learning analytics community is how to achieve a meaningful impact on educational practice. This paper proposes that Porter’s Value Chain framework provides a useful lens for addressing this challenge. This study developed operational definitions of a Learning Analytics Value Chain and mapped learning analytics research output (3,720 publications) over the last 16 years to its five stages: 1. Concept Development, 2. Prototyping & Efficacy, 3. Evaluation, 4. Dissemination, and 5. Impact & Iteration. SoLAR supported learning analytics venues show heavy concentration in Prototyping & Efficacy (41.5-43.2%) and Evaluation (43.4-53.4%), with minimal Dissemination (0.1-3.8%) and Impact …
Bodyrevolt, Lauren Oliver
Bodyrevolt, Lauren Oliver
Theses
BodyRevolt examines the body as a mutable site shaped through performance, material intervention, and photographic mediation. Working across still and moving image, I stage choreographic interactions between my body and constructed forms—materials that function as both extensions and substitutions—destabilizing the notion of a fixed bodily truth. Through acts of sculpting, contortion, and repetition, I explore the tension between the body I inhabit and the body I imagine, using the camera not simply as a recording device but as an active participant in rehearsing transformation. Central to this inquiry is the construction of surrogate bodies, which offer a form of control …
Re: Approval Letter For The Butte Priority Soils Operable Unit (Bpsou) Draft Final Whitehall Borrow Submittal #3 (Dated March 27, 2026), Molly Roby
Silver Bow Creek/Butte Area Superfund Site
No abstract provided.
An Evaluation Of Total Navicular Implants: A Scoping Review, James Mcclure Hughes, Nicholas Belardo Obias, Amanda Killeen
An Evaluation Of Total Navicular Implants: A Scoping Review, James Mcclure Hughes, Nicholas Belardo Obias, Amanda Killeen
School of Podiatric Medicine - Student Research
The aim of this study is to determine the efficacy and safety profile of total navicular implants based on current literature.
Navicular insults such as high-energy trauma, osteonecrosis, and Muller-Weiss syndrome may result in avascular necrosis or a critical sized bone defect, conditions that are highly difficult to manage given current treatment modalities. Total navicular implants may offer a solution to these problems. While 3D printing of implants remains investigational, its use in highly individualized cases involving the talus has had promising results with conditions like avascular necrosis, tumors, trauma, and arthritis. The navicular is unique in its attachments to …
Marine Artisanal Fisheries And Blue Economy Development In Mainland Tanzania: An Empirical Analysis Of Catch, Revenue, And Employment (2011–2019), Iddi Mwanyoka, Modesta Medard
Marine Artisanal Fisheries And Blue Economy Development In Mainland Tanzania: An Empirical Analysis Of Catch, Revenue, And Employment (2011–2019), Iddi Mwanyoka, Modesta Medard
Blue Economy
The government of Tanzania is currently developing a Blue Economy (BE) policy for mainland Tanzania. However, it remains unclear how marine artisanal fisheries can contribute to, and support the implementation of, this emerging economic initiative. Drawing on in-depth key informant interviews, a review of relevant documents, and an analysis of nine years (2011—2019) fisheries data, this study examines the potential contribution of fish catch, revenue, and employment to the BE. The findings showed a significant (20.5%) increase in the number of fishing vessels between 2011 and 2019, together with a notable 52% rise in fish catches between 2018 and 2019. …
2026 - The Thirtieth Annual Symposium Of Student Scholars
2026 - The Thirtieth Annual Symposium Of Student Scholars
Symposium of Student Scholars Program Books
The full program book from the 30th Annual Symposium of Student Scholars, held on April 22-24, 2026. Includes abstracts from the presentations and posters.
Mechanisms Behind The Impacts Of Co2 Concentration On Microbial Methanogenesis In Coal Seams, Wang Junyu, Liu Bingjun, Jiang Xiangqing, Chen Ruifeng, Xue Sheng, Zhou Wanlong, Yang Yundu
Mechanisms Behind The Impacts Of Co2 Concentration On Microbial Methanogenesis In Coal Seams, Wang Junyu, Liu Bingjun, Jiang Xiangqing, Chen Ruifeng, Xue Sheng, Zhou Wanlong, Yang Yundu
Coal Geology & Exploration
Background Coal seams exhibit the extensive distribution of a variety of indigenous functional microorganisms. Among these, some archaea enable methane metabolism using CO2 as a substrate, providing the potential for the biological CO2 storage and utilization in coal seams. However, conventional studies focus primarily on the degradation characteristics of coal matrix, leading to a lack of a systematic understanding of the mechanisms governing the adjustment of the methanation process in CO2-bearing environments. Methods This study investigated the bituminous coals with a high volatile content in the Huainan mining area. Using laboratory-scale experiments on methanogenesis through anaerobic …
Dynamic Response Characteristics And Failure Mechanism Of Coal-Rock Combination Under Different Immersion Conditions, Zhang Xiangyang, Tong Zhipeng, Duan Yungang, Yang Weikun, Chen Jianben, Xu Linfeng
Dynamic Response Characteristics And Failure Mechanism Of Coal-Rock Combination Under Different Immersion Conditions, Zhang Xiangyang, Tong Zhipeng, Duan Yungang, Yang Weikun, Chen Jianben, Xu Linfeng
Coal Geology & Exploration
Background In practical engineering, the waterproof coal pillar usually suffers from different degrees of dynamic load from the overlying strata, and its internal water distribution is non-uniform. Although the traditional “water content” index can reflect the overall water content, it is difficult to describe the non-uniform characteristics of the soaking space. Therefore, it is of great significance to clarify the dynamic failure mechanism of coal and rock mass under different immersion conditions for stability zoning control. Methods On this basis, the coal–rock combined bodies under three different forms of immersion, namely: complete immersion, unilateral immersion, and non-immersion were prepared. These …
Mechanisms Underlying Lateral Force Applied To A Pdc Cutter On A Pdc Drill Bit During Rotary Rock Breaking, Wei Jiusen, Han Xin, Liu Wei, Gao Deli
Mechanisms Underlying Lateral Force Applied To A Pdc Cutter On A Pdc Drill Bit During Rotary Rock Breaking, Wei Jiusen, Han Xin, Liu Wei, Gao Deli
Coal Geology & Exploration
Objective To improve the rock-breaking efficiency and durability of drill bits in the theoretical research on the optimal design of drill bits, the key is to systematically reveal both the rock-breaking mechanisms of polycrystalline diamond compact (PDC) cutters and the characteristics of forces applied to them. Methods Existing studies on rock breaking using a single PDC cutter generally adopt a linear or approximately linear cutting mode while neglecting the impacts of the radius of gyration. To address this issue, this study conducted experiments on cylindrical granite samples using a laboratory experimental setting for single-cutter rock breaking. With cutting depth and …
Exploring The Development Of Bibliometric Research In Indonesia, Wiwit Ratnasari, Rona Nisa Sofia Amriza
Exploring The Development Of Bibliometric Research In Indonesia, Wiwit Ratnasari, Rona Nisa Sofia Amriza
Jurnal Ilmu Informasi, Perpustakaan, dan Kearsipan
The growing availability of large bibliographic databases and analytical tools has accelerated the adoption of bibliometric methods across research fields worldwide. In Indonesia, bibliometric approaches have been widely applied across diverse domains; however, existing studies remain largely discipline-specific and lack a comprehensive national-level overview of how bibliometric research itself has developed. This study addresses this gap by conducting a systematic bibliometric analysis of bibliometric publications produced by Indonesian researchers. A total of 532 publications published between 2017 and 2025 were retrieved from the Scopus database and analyzed using bibliometric techniques, including descriptive analysis of study characteristics, co-authorship analysis, co-citation analysis, …
Organizational Governance Capacity And Organizational Resilience In Hospitals: A Cross-Sectional Study, Leyla Afşar, Selim Yazıcı
Organizational Governance Capacity And Organizational Resilience In Hospitals: A Cross-Sectional Study, Leyla Afşar, Selim Yazıcı
Makara Journal of Health Research
Background: This study aims to examine the relationship between organizational governance capacity (OGC) and organizational resilience (OR) in hospitals, with a focus on cross-institutional differences.
Methods: A cross-sectional study was conducted among 1,143 employees from six hospital types in Istanbul, including university, Ministry of Health (state, training and research, and city), and private hospitals. Validated scales were used to measure OGC and OR. Data were analyzed using descriptive statistics, nonparametric tests, and structural equation modeling (SEM) to assess the relationships between these dimensions.
Results: Private hospitals demonstrated the highest levels of both OGC and OR (70%), followed …
Frailty And Fall Risk In Older Adults With Type 2 Diabetes: A Cross-Sectional Study, Hatice Yılmaz, Nazmiye Çıray
Frailty And Fall Risk In Older Adults With Type 2 Diabetes: A Cross-Sectional Study, Hatice Yılmaz, Nazmiye Çıray
Makara Journal of Health Research
Background: This study aimed to examine the effect of frailty on the risk of falls in older adults aged 65 years with type 2 diabetes.
Methods: The study is cross-sectional and correlational. The sample included 146 individuals aged 65 years who had type 2 diabetes and visited the internal medicine outpatient clinic of a state hospital in Türkiye. The participants were assessed based on a personal information form, the Mini-Mental State Examination, Edmonton Frail Scale, Morse Fall Scale, and Katz Index of Independence in Activities of Daily Living. IBM SPSS Statistics version 22.0 was used for data analysis. …
Strategic Layout And Optimization Paths Of The Standard System For The Exploration And Exploitation Of Deep Coalbed Methane, Chen Xinjun, Liu Zengqin, Shen Baojian, Zhao Shihu, Ye Jincheng, Zhang Jiaqi, Wang Tianyun
Strategic Layout And Optimization Paths Of The Standard System For The Exploration And Exploitation Of Deep Coalbed Methane, Chen Xinjun, Liu Zengqin, Shen Baojian, Zhao Shihu, Ye Jincheng, Zhang Jiaqi, Wang Tianyun
Coal Geology & Exploration
Objective In China, the deep coalbed methane (CBM) industry has emerged as a key sector for the reserve growth and production addition of natural gas. However, the current CBM technical standard system, which was developed based on shallow CBM practices, is incompatible with the demands for the exploration and development of deep CBM. To address this challenge, this study proposes the optimization paths of the current standard system, aiming to provide standardization support for large-scale exploitation of deep CBM.Methods Deep CBM reservoirs exhibit complex geological conditions of high temperature, pressure, and in-situ stress, as well as the CBM occurrence …
Structural Design And Parameter Optimization Of A Vibration Absorber For Rescue Casing-While-Drilling Rigs, Liu Pu, Yao Ningping, Zou Zujie, Fan Dong, Wei Hongchao, He Binjie
Structural Design And Parameter Optimization Of A Vibration Absorber For Rescue Casing-While-Drilling Rigs, Liu Pu, Yao Ningping, Zou Zujie, Fan Dong, Wei Hongchao, He Binjie
Coal Geology & Exploration
Objective Rescue drilling rigs undergo intense vibration at borehole mouths when operating in a confined underground space of coal mines. To address this issue, this study designed a compact multi-directional, passive dynamic vibration absorber, aiming to improve the operational stability and safety of the rigs. Methods Based on the spring-mass-damping system theory, a stepwise optimization design method was proposed for the longitudinal and transverse dynamic models of the vibration absorber. For the longitudinal vibration model, the particle swarm optimization (PSO) algorithm was applied for multi-objective parameter optimization. In contrast, for the transverse vibration model, the fixed point theory was employed …
Mechanistic Evaluation Of Axial Load Transfer And Bearing Capacity In Small‑Scale Steel Sheet Piles For Short‑Span Bridge Abutments, Hung Phi Van, Seunghee Kim, Ramin Ziaei, Jongwan Eun, Chung Song
Mechanistic Evaluation Of Axial Load Transfer And Bearing Capacity In Small‑Scale Steel Sheet Piles For Short‑Span Bridge Abutments, Hung Phi Van, Seunghee Kim, Ramin Ziaei, Jongwan Eun, Chung Song
Open Access Articles Funded by the University of Nebraska Open Access Publishing Agreements or the former UNO Open Access Fund
Steel sheet piles are widely used in bridge abutments to retain backfill and mitigate scour; recent applications and case histories also suggest that sheet piles may contribute to axial load resistance for short-span or low-traffic bridges. In this study, modified static axial pile loading tests were performed at a field test site using an instrumented half-scale (50%) model sheet pile to provide experimental evidence and mechanistic insight into axial load transfer under the tested configuration. The test pile was installed by placement in an excavated pit followed by sand backfilling and light compaction to protect instrumentation, and three axial loading …
Exploring The Vertical Heterogeneity Of Extremely Thick Aquifers In Coal Mines Through Layered Fine-Scale Pumping Tests, Guo Xiaoming
Exploring The Vertical Heterogeneity Of Extremely Thick Aquifers In Coal Mines Through Layered Fine-Scale Pumping Tests, Guo Xiaoming
Coal Geology & Exploration
Objective Extremely thick aquifers in mining areas typically exhibit strong heterogeneity and high water yield. Therefore, they are prone to cause severe water inflow in mines and induce water disasters, representing a major factor affecting the mining safety of numerous mines in China. However, the vertical heterogeneity of these aquifers remains poorly understood, emerging as a primary bottleneck in the prevention and control of such water hazards. Methods To scientifically reveal the vertical heterogeneity characteristics of extremely thick aquifers, this study investigated the extremely thick Luohe Formation aquifer in a coal seam roof of a representative coal mine in the …
Building Community Resilience In The Wabash Valley Region, Abby Chappell, Jacob Harmon, Corbyn Irwin, Aiden Askins
Building Community Resilience In The Wabash Valley Region, Abby Chappell, Jacob Harmon, Corbyn Irwin, Aiden Askins
2026 Spring Reports (Terre Haute)
The focus of this project is investigating how to improve community resilience against disasters among citizens of the Wabash Valley from an interdisciplinary perspective. Chandra, et al. (2011) defines community resilience as “the ongoing and developing capacity of the community to account for its vulnerabilities and develop capabilities that aid that community in (1) preventing, withstanding, and mitigating the stress of a health incident; (2) recovering in a way that restores the community to a state of self-sufficiency and at least the same level of health and social functioning after a health incident; and (3) using knowledge from a past …
Perilaku Informasi Seniman Digital Terhadap Karya Artificial Intelligence Di Media Sosial, Anindita Ferrensya, Indira Irawati
Perilaku Informasi Seniman Digital Terhadap Karya Artificial Intelligence Di Media Sosial, Anindita Ferrensya, Indira Irawati
Jurnal Ilmu Informasi, Perpustakaan, dan Kearsipan
The rapid development of AI has introduced new capabilities, including generating artwork without direct human intervention. However, this advancement has also raised concerns in the art world, such as unauthorized use of artists’ works and the potential decline of human creative labor. This study examines the information behavior of digital artists who are students at the University of Indonesia toward AI-generated artwork, using Wilson’s Model of Information Behavior (1996). A descriptive qualitative method was employed, with data collected through structured interviews with five informants and literature review, and analyzed using thematic analysis. The findings show that participants generally held an …
Mechanisms Behind Thermal Evolution Of The Structural Alignment Of Polycyclic Aromatic Hydrocarbons In Coals: Implications For Structural Transition Of Coal Macromolecules, Song Yu, Jiang Bo, Cheng Guoxi, Zheng Sijian, Li Ming, Ge Yao, Dai Yan, Wang Qian, Feng Guangjun
Mechanisms Behind Thermal Evolution Of The Structural Alignment Of Polycyclic Aromatic Hydrocarbons In Coals: Implications For Structural Transition Of Coal Macromolecules, Song Yu, Jiang Bo, Cheng Guoxi, Zheng Sijian, Li Ming, Ge Yao, Dai Yan, Wang Qian, Feng Guangjun
Coal Geology & Exploration
Objective Coals are highly sensitive to variations in temperature and pressure conditions. The structural evolution of coal macromolecules, driven by tectono-thermal processes, is the key to understanding coal rank transition and geological evolution. The structural alignment of polycyclic aromatic hydrocarbons (PAHs) in coals represents a critical indicator for characterizing coal rank transition and geological evolution. However, due to limited studies, there is a lack of systematic experimental demonstration and theoretical support for the structural alignment and microstructural characteristics of PAHs in coals, as well as their intrinsic relationships with the structural transition of coal macromolecules, during pyrolysis. Methods This study …
Sedimentary Characteristics And Coal Accumulation Patterns Of The Permian Shallow-Water Deltas In Shandong And Its Adjacent Regions, Feng Kai, Li Zengxue, Li Ying, Li Xuchao, Zhang Hui, Zhou Xiaojuan
Sedimentary Characteristics And Coal Accumulation Patterns Of The Permian Shallow-Water Deltas In Shandong And Its Adjacent Regions, Feng Kai, Li Zengxue, Li Ying, Li Xuchao, Zhang Hui, Zhou Xiaojuan
Coal Geology & Exploration
Objective The Shanxi Formation, deposited during the critical transitional period from the sedimentary filling of epicontinental sea basins to the sedimentation of continental basins, exhibits well-developed shallow-water delta systems and significant coal-forming processes. This study aims to reveal the characteristics of sedimentary environment transformation during the late stage of sedimentary filling of epicontinental sea basins in North China. To this end, the Early Permian shallow-water delta systems in Shandong and its adjacent regions during that period was investigated, including their primary sedimentary characteristics, the predominant bases of sedimentary transformation, and the lithofacies paleogeographic characteristics of coal-forming processes.Methods Based on …
Geological Characteristics And Enrichment-Accumulation Patterns Of Coalbed Methane Within The Jurassic Strata In The Miquan Area Along The Southern Margin Of The Junggar Basin, Wu Luofei, Yang Kangjun, Zhang Jie, Shi Yongxia, Fu Haijiao, Yang Shuguang, Wang Gang, Liu Mengmeng, Li Yueguo, Wang Xiaoming
Geological Characteristics And Enrichment-Accumulation Patterns Of Coalbed Methane Within The Jurassic Strata In The Miquan Area Along The Southern Margin Of The Junggar Basin, Wu Luofei, Yang Kangjun, Zhang Jie, Shi Yongxia, Fu Haijiao, Yang Shuguang, Wang Gang, Liu Mengmeng, Li Yueguo, Wang Xiaoming
Coal Geology & Exploration
Objective The southern margin of the Junggar Basin (also referred to as the southern Junggar) possesses abundant medium- to low-rank coalbed methane (CBM) resources, with significant progress achieved in CBM exploration and production. However, there remains a lack of systematic understanding of the genetic mechanisms of CBM within the Middle-Lower Jurassic strata, along with its accumulation and evolution laws, in the Miquan area, southern Junggar. This absence restricts the commercial development of CBM in these strata.Method Focusing on CBM within the Middle-Lower Jurassic Xishanyao and Badaowan formations in the Miquan area, this study further identified the CBM origins and …
Technologies For Controlling Water Inrushes From Coal Seam Floors Under Flowing Water And Their Water Plugging Performance, Yang Zhibin
Coal Geology & Exploration
Objective Limestone water hazards in coal seam floors represent one of the two primary categories of mine water hazards in China. Limestone aquifers are generally characterized by abundant static water reserves and considerable dynamic water recharge. To reduce economic losses and casualties caused by water inrushes from limestone aquifers, post-disaster emergency rescue through grouting for water plugging is frequently carried out under flowing water.Methods Based on numerous cases of water inrush control under flowing water in China and the fundamental requirements for control scheme design, this study presents a systematic review of existing technologies for water inrush control under …
Joint Inversion For Heat Transfer Parameters Of Porous Media With Geothermal-Seepage Coupling Based On A Physics-Informed Neural Network, Zhang Xiao, Yang Duoxing, Cong Lin, Cheng Yimei, Zhang Lianzhong
Joint Inversion For Heat Transfer Parameters Of Porous Media With Geothermal-Seepage Coupling Based On A Physics-Informed Neural Network, Zhang Xiao, Yang Duoxing, Cong Lin, Cheng Yimei, Zhang Lianzhong
Coal Geology & Exploration
Background The thermal diffusivity and vertical seepage velocity of porous media are critical to characterizing the mechanisms underlying subsurface heat transfer. These two parameters are typically determined through inversion using temperature data since they are difficult to measure directly. Fiber-optic distributed temperature sensing (FO-DTS) can yield high-resolution, continuous temperature profiles, providing data for parameter identification. However, conventional numerical inversion suffers from limitations such as mesh dependency and sensitivity to initial values when used to process continuous monitoring data. Methods This study proposed a joint geothermal parameter inversion method that integrates FO-DTS data with a physics-informed neural network (PINN). Specifically, the …
Joint Inversion Of Borehole-Surface Direct-Current Resistivity Data, Xu Kaijun, Jin Heran, Cao Danping, Mou Bin, Hu Zuzhi
Joint Inversion Of Borehole-Surface Direct-Current Resistivity Data, Xu Kaijun, Jin Heran, Cao Danping, Mou Bin, Hu Zuzhi
Coal Geology & Exploration
Objective The conventional inversion of surface direct-current (DC) resistivity data faces challenges such as limited exploration accuracy and depth. This study aims to enhance the accuracy and reliability of exploration in complex engineering and geological settings through the joint inversion of borehole-surface DC resistivity data. Methods First, different geoelectric models were constructed through three-dimensional (3D) forward modeling of full-space DC resistivity. Then, the potential response characteristics under surface and borehole observation methods were systematically analyzed to determine the differences in detection sensitivity between surface and borehole observations. Accordingly, a joint 3D inversion technique for borehole-surface DC resistivity data was developed …
Table Of Contents, The Editors
Optical Mechanisms Behind Vitrinite Reflectance Suppression Caused By Strong Anisotropy: A Case Study Of Contact Metamorphic Coals, An Yanfei, He Shuyang, Chen Kaixin, Gao Junhan
Optical Mechanisms Behind Vitrinite Reflectance Suppression Caused By Strong Anisotropy: A Case Study Of Contact Metamorphic Coals, An Yanfei, He Shuyang, Chen Kaixin, Gao Junhan
Coal Geology & Exploration
Objective For vitrinite with weak anisotropy, which proves uniaxial and optically negative, replacing random vitrinite reflectance (Rran) with the maximum vitrinite reflectance (Rmax) allows for the accurate correction of vitrinite reflectance suppression induced by anisotropy. However, as its anisotropy intensifies, vitrinite exhibits increasingly complex optical properties, rendering it challenging to reflect the thermal metamorphic temperature of vitrinite using Rmax. Methods This study investigated the strongly anisotropic vitrinite in coals and natural coke subjected to magma intrusion in the Shitai coal mine, Huaibei City, Anhui Province. Using a reflected-polarized light microscope (R-PLM), an …
Machine Learning-Based Prediction And Experimental Validation Of The Pyrolysis Product Distribution In Tar-Rich Coals, Dong Shuai, Li Hongqiang, Wu Zhiqiang, Yu Zunyi, Lyu Zitao, Guo Wei, Yang Panxi, Fu Keming, Hao Xuanzhi, Liu Gen, Yang Bolun
Machine Learning-Based Prediction And Experimental Validation Of The Pyrolysis Product Distribution In Tar-Rich Coals, Dong Shuai, Li Hongqiang, Wu Zhiqiang, Yu Zunyi, Lyu Zitao, Guo Wei, Yang Panxi, Fu Keming, Hao Xuanzhi, Liu Gen, Yang Bolun
Coal Geology & Exploration
Background Tar-rich coals serve as an important coal-based oil and gas resource in China, while their pyrolysis product distribution is governed by the coupling effects of coal properties and reaction conditions. Therefore, rapidly identifying the pyrolysis product distribution patterns holds great significance for the resource evaluation and experimental design of tar-rich coals.Methods Existing studies on tar-rich coals suffer from the insufficient integration of exclusive data and limited synergistic prediction capacities for multiple products. To address these issues, this study constructed a dedicated dataset involving proximate analysis, ultimate analysis, elemental molar ratios, maceral composition, and pyrolysis conditions by systematically collecting …