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Carbon Footprint of the National University of Juliaca:Establishing a Baseline for Future Management in an Emerging and Developing Institution
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作者 Godofredo Huanca-Chambi Mauro Marin Quispe-Coanqui +3 位作者 Milton Quispe-Tisnado Diego de la Cruz-Paredes Reyder Orlando Sucapuca-Mamani Winsthon Fredy Ramos-Rojas 《Journal of Environmental & Earth Sciences》 2025年第8期36-50,共15页
This study aimed to quantify the carbon footprint of the National University of Juliaca(UNAJ)for the year 2023,in order to identify the main sources of greenhouse gas(GHG)emissions and provide a foundation for impleme... This study aimed to quantify the carbon footprint of the National University of Juliaca(UNAJ)for the year 2023,in order to identify the main sources of greenhouse gas(GHG)emissions and provide a foundation for implementing sustainable policies.The methodology was based on the greenhouse gas inventory approach outlined in ISO 14064-1,applying the operational control method to measure both direct and indirect emissions.Data on energy consumption,transportation,and purchased goods and services were collected using digital tools and surveys,and emissions were calculated in metric tons of CO_(2)equivalent(tCO_(2)e).The results indicate that UNAJ’s total carbon footprint in 2023 was 1,461.03 tCO_(2)e,with per capita emissions of 0.47 tCO_(2)e per person.The main sources of emissions were transportation,accounting for 75.88%of total emissions,followed by the consumption of goods and services(14.29%)and energy use(5.12%).Despite limitations in solid waste management,the study makes a valuable contribution to the development of sustainability strategies,emphasizing the urgent need for sustainable mobility policies,energy efficiency measures,and the adoption of responsible procurement practices.Furthermore,it highlights the importance of achieving carbon neutrality at UNAJ as a key objective in mitigating its environmental impact.The findings provide relevant insights from the Peruvian context and offer a basis for analyzing emissions at local universities,with practical implications for enhancing environmental management in higher education institutions. 展开更多
关键词 Carbon Footprint Greenhouse Gases Higher Education Institutions UNIVERSITY ISO 14064-1
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元强化学习研究综述 被引量:6
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作者 陈奕宇 霍静 +1 位作者 丁天雨 高阳 《软件学报》 EI CSCD 北大核心 2024年第4期1618-1650,共33页
近年来,深度强化学习(deep reinforcement learning,DRL)已经在诸多序贯决策任务中取得瞩目成功,但当前,深度强化学习的成功很大程度依赖于海量的学习数据与计算资源,低劣的样本效率和策略通用性是制约其进一步发展的关键因素.元强化学... 近年来,深度强化学习(deep reinforcement learning,DRL)已经在诸多序贯决策任务中取得瞩目成功,但当前,深度强化学习的成功很大程度依赖于海量的学习数据与计算资源,低劣的样本效率和策略通用性是制约其进一步发展的关键因素.元强化学习(meta-reinforcementlearning,Meta-RL)致力于以更小的样本量适应更广泛的任务,其研究有望缓解上述限制从而推进强化学习领域发展.以元强化学习工作的研究对象与适用场景为脉络,对元强化学习领域的研究进展进行了全面梳理:首先,对深度强化学习、元学习背景做基本介绍;然后,对元强化学习作形式化定义及常见的场景设置总结,并从元强化学习研究成果的适用范围角度展开介绍元强化学习的现有研究进展;最后,分析了元强化学习领域的研究挑战与发展前景. 展开更多
关键词 元强化学习 强化学习 深度强化学习 元学习
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Theoretical Study of Dibenzothiophene Based Electron Transport Materials
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作者 Asanga B. Padmaperuma 《Advances in Materials Physics and Chemistry》 2012年第4期219-225,共7页
Density functional methods have been used for the calculation of electronic structures, electronic transitions, vertical electron affinities and intermolecular reorganization energies for tri-aryl substituted dibenzot... Density functional methods have been used for the calculation of electronic structures, electronic transitions, vertical electron affinities and intermolecular reorganization energies for tri-aryl substituted dibenzothiophenes. These model compounds were then compared to the predicted values for dibenzo[b,d]thiophen-2-yltriphenylsilane (DBTSI 2) and to dibenzo[b,d]thiophene-2,8-diylbis(diphenylphosphine oxide) (PO15), known electron transport molecules. The results indicate that these model compounds can be used in a blue OLED system. 展开更多
关键词 OLED ELECTRON Transport MOLECULES PO15 DIBENZOTHIOPHENE DFT TD-DFT
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Substituted Molecular <i>p</i>-Dopants: A Theoretical Study
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作者 Asanga B. Padmaperuma 《Advances in Materials Physics and Chemistry》 2012年第3期163-172,共10页
Conductivity dopants with processing properties suitable for industrial applications are of importance to the organic electronics field. However, the number of commercially available organic molecular dopants is limit... Conductivity dopants with processing properties suitable for industrial applications are of importance to the organic electronics field. However, the number of commercially available organic molecular dopants is limited. The electron acceptor 2,3,5,6-tetrafluoro-7,7,8,8,-tetracyanoquinodimethane (F4-TCNQ) is the most utilized P-dopant;however, it has high volatility and a poor sticking coefficient, which makes it difficult to control doping levels and prevent vacuum system contamination. A design concept for P-type molecular dopants based on the TCNQ core which are substituted to improve processing properties without sacrificing the electronic properties necessary is presented. The correlation between the lowest unoccupied molecular orbital (LUMO) energy and the position of substitution as well as the choice of linker is evaluated. The position of substitution as well as the choice of linker has a significant effect on the electronic properties. However, the geometry of the substituted molecules was not significantly distorted from that of the parent F4-TCNQ, and the electron density was delocalized on the TCNQ core. We also put forward four possible molecular dopants with suitable energy levels. 展开更多
关键词 OLED MOLECULAR DOPANT F4-TCNQ Anchored DOPANTS
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