科研成果

2024
Hsiao Y-S, Wan Z, Jia T, Ghosal R, Mahmoud A, Raychowdhury A, Brooks D, Wei G-Y, Reddi VJ. Silent data corruption in robot operating system: A case for end-to-end system-level fault analysis using autonomous UAVs. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD). 2024.
Yang Xie#, Ziqiao Zhou# QSMZJPQLYSHD* TL*. Social-economic transitions and vulnerability to extreme temperature events from 1960 to 2020 in Chinese Cities. iScience. 2024;27:109066.
Li M, Zhi Q, Dong Y, Ye L, Jia T. SPARK: An Efficient Hybrid Acceleration Architecture with Run-Time Sparsity-Aware Scheduling for TinyML Learning, in Design Automation Conference (DAC).; 2024.
Liu Y, Chen Z, Zhao W, Zhao T, Jia T, Wang Z, HUANG R, Ye L, Ma Y. Sparsity-Aware In-Memory Neuromorphic Computing Unit with Configurable Topology of Hybrid Spiking and Artificial Neural Network. IEEE Transactions on Circuits and Systems I: Regular Papers. 2024.
Liu Y, Chen Z, Zhao W, Zhao T, Jia T, Wang* Z, HUANG R, Ye L, Ma* Y. Sparsity-Aware In-Memory Neuromorphic Computing Unit With Configurable Topology of Hybrid Spiking and Artificial Neural Network. IEEE Transactions on Circuits and Systems I: Regular Papers (TCAS-I) [Internet]. 2024. Links
He L, Liu W, Li Y, Wang J, Kuwata M, Liu YJ. Wall loss of semi-volatile organic compounds in a Teflon bag chamber for the temperature range of 262–298 K: mechanistic insight on temperature dependence. Atmospheric Measurement Techniques [Internet]. 2024;17(2):755–764. 访问链接Abstract
Teflon bag chambers have long been used for investigating atmospheric chemical processes, including secondary organic aerosol formation. The wall-loss process of gas-phase species in Teflon bag chambers has typically been investigated at around room temperature. Recent laboratory studies started employing Teflon bag chambers at sub-273 K conditions for simulating wintertime and upper-tropospheric environments. However, temperature dependence in vapor-wall-loss processes of semi-volatile organic compounds (SVOCs) in a Teflon bag chamber has not been well investigated. In this study, we experimentally investigated wall-loss processes of C14–C19 n-alkanes in a 1 m3 Teflon bag for the temperature range of 262 to 298 K. Enhanced wall losses of the tested n-alkanes were observed following the decrease in temperature. For instance, 65 %​​​​​​​ of C14 n-alkane was lost to the wall 15 h after injection at room temperature, while the corresponding value was 95 % at 262 K. The experimental data were analyzed using a two-layer kinetic model, which considers both absorption of gas-phase species to the surface layer of the Teflon wall and diffusion to the inner layer. The experimental data demonstrated that absorption of gas-phase species by the surface layer was enhanced at lower temperatures. The temperature dependence in absorption was well accounted for using the equilibrium-dissolution model of organic compounds to the Teflon surface by considering reduced saturation vapor pressure at lower temperatures. On the contrary, diffusion of n-alkanes from the surface to the inner layer slowed down at reduced temperatures. Mechanistic studies on these processes will need to be conducted in the future to quantitatively predict the influence of temperature-dependent wall-loss processes of SVOCs on laboratory experimental results.
Gu J. Wealth Management Report for Mid-High Net Worth Families. 1st ed. Singapore: Springer; 2024 pp. 358. 访问链接Abstract
This book analyzes the wealth management of mid-high net worth individuals and families. As China's economy develops and people's living standards improve, more and more families are becoming well-off and the middle-income group continues to expand. After creating wealth and becoming rich, better guarding, spreading and enjoying wealth is not only an urgent challenge faced by more and more micro-families, but also an inevitable need to enrich and energize people's livelihood and the connotation of a good life. Mid-high net worth people are an organic part of China's middle-income group, as well as the future coordinates of many families that have just crossed into the middle-income group. An accurate portrait of this group and an in-depth study of the needs, habits, ways and effects of their family wealth management and distribution are conducive to better responding to the demands of affluent families to "keep, pass on and enjoy wealth," as well as exploring the path of solidly promoting common prosperity at the micro-family level. From this perspective, Institute of Social Science Survey of Peking University has conducted a panoramic analysis on mid-high net worth people from panel survey with more 16,000 households in China after 10 years of tracking and investigation, from six aspects: behavioral patterns, financial asset allocation, non-financial asset allocation, commercial insurance allocation, children's commercial medical insurance allocation and pension insurance allocation, the importance of which is self-evident. As the first systematic work on asset allocation and insurance protection of Chinese middle and high net worth families, although part of the purpose is to explore the demand for insurance protection and develop the commercial insurance market, there is no doubt that this study is an important reference for the government to formulate social security policies and for financial institutions to optimize the supply of family wealth services.
董申, 王松, 马莉萍. 基于扎根理论的在职学生在线学习注意力驱动机制研究. 职教论坛 [Internet]. 2024;40(02):90-98. 访问链接AbstractPKU 
在线学习的效果一直是学界关注的热点问题,学生的注意力是教学内容得以传达的基本保证之一。在职学生的学情与一般学生存在明显差异,有必要专门探讨。基于针对教师、学生的访谈和课堂录像,运用扎根理论对在职学生在直播、录播、慕课、微课中的注意力现象开展实证研究,提出在职学生在线学习的注意力驱动机制模型。学习动机是在线学习注意力的主要内驱力,任务机制下的师生互动和“自组织”同伴学习等策略是提高学生注意力的核心手段,课程安排、技术平台、教学团队对在线教学有支撑作用。在线学习注意力提升的关键在于对学习动机的激发、对“距离感”的消解、对课程情境的建构。建议参照这些注意力驱动机制,多策并举提升在职学生在线学习的效果。
刘俊宙,陈嘉喆,景侨楠,张少轩,陈安娜,陆蓉静,刘建国*. 塑料中高关注物质(SVHCs)的赋存分布、物质流及环境释放研究进展. 环境科学. 2024.AbstractPKU 
各类塑料制品中广泛分布的塑料添加剂赋予塑料以阻燃、增塑和抗氧化等优异功能,但其中已有100多种因其潜在的环境和健康危害性被列入欧盟高关注物质(SVHCs)候选清单.以上SVHCs普遍分布在各类塑料及各行业产品中,比较集中分布在PVC和PUR等类塑料和包装、汽车、建材、电子电器和纺织等行业中.在不同功能的SVHCs中,增塑剂和阻燃剂用量最高,品类相对集中,一直是国内外化学品风险评估和风险管理关注的重点.现有研究已建立起塑料制品中SVHCs物质流分析方法,揭示出PBDEs、HBCD和PAEs等典型阻燃剂和增塑剂类SVHCs在塑料制品全生命周期普遍存在的环境和健康风险;大量SVHCs随塑料产品寿命终结进入废物阶段,揭示了各类含SVHCs塑料废物环境无害化管理的重要性.除在产品使用周期发生的环境释放外,各种形式的塑料泄露所产生的塑料碎片,构成了环境中各种SVHCs的长期释放源,对生态环境和人体健康造成持久威胁.未来亟需重视各类塑料制品中大量潜在有害化学品的识别及其全生命周期环境释放与风险评估研究,尤其包括塑料中有害化学品排放系数测算、动态物质流分析方法的优化,以及塑料泄露途径有害化学品释放机制研究等. 
编 谢侃侃、张忞煜、曹寅. 季风亚洲:全球视野下的跨印度洋文化网络. 北京: 北京大学出版社; 2024.
马莉萍, 倪奥华, 赵书艺, 王牛. “择智”与“择志”:对强基计划人才选拔效果的实证研究. 国家教育行政学院学报 [Internet]. 2024;(01):58-68. 访问链接AbstractPKU 
随着强基计划的实施与推进,如何从实证层面分析基础学科拔尖创新人才选拔效果成为愈发重要的现实课题。基于强基计划某试点高校2020—2023年四届本科新生调查数据,采用定量为主、质性为辅的方法,从“智”和“志”两个维度比较强基学生与同届同院系高考统招学生的异同。研究发现:从“智”的角度看,强基生的高考成绩显著低于同年级同院系的统招生,但能力素养自评显著高于统招生;从“志”的角度看,理工科院系强基生对专业了解程度更高,文科强基生的专业兴趣显著更低,但整体的学历预期及从事科研工作的意愿皆显著高于统招生。基于上述实证结果,本研究从国家和高校两个层面对拔尖创新人才的选拔提出政策建议。
政务问答机器人性能基准测试平台. 2024.
数字政府发展监测平台. 2024.
张思露, 郭超艺 周子乔 潘羽杰. 碳中和目标下我国煤炭主产省区的减排贡献及经济代价. 煤炭经济研究. 2024;44:6-13.
2023
Tambe T, Zhang J, Hooper C, Jia T, Whatmough PN, Zuckerman J, Santos CDM, Loscalzo EJ, Giri D, Shepard K, et al. A 12nm 18.1TFLOPs/W sparse transformer processor with entropy-based early exit, mixed-precision predication and fine-grained power management, in IEEE International Solid-State Circuits Conference (ISSCC).; 2023.
Liu Y, Chen Z, Wang Z, Zhao W, He W, Zhu J, Wang Q, Zhang N, Jia T, Ma Y, et al. A 22nm 0.43pJ/SOP sparsity-aware in-memory neuromorphic computing system with hybrid spiking and artificial neural network and configurable topology, in IEEE Custom Integrated Circuits Conference (CICC).; 2023.
Liu Y, Chen Z, Wang Z, Zhao W, He W, Zhu J, Wang Q, Zhang N, Jia T, Ma* Y, et al. A 22nm 0.43pJ/SOP Sparsity-Aware In-Memory Neuromorphic Computing System with Hybrid Spiking and Artificial Neural Network and Configurable Topology. IEEE Custom Integrated Circuits Conference (CICC) [Internet]. 2023. Links
Chen# P, Wu# M, ..., Ma* Y, Ye* L, HUANG R. A 22-nm Delta-Sigma Computing-In-Memory (ΔΣCIM) SRAM Macro with Near-Zero-Mean Outputs and LSB-First ADCs Achieving 21.38TOPS/W for 8b-MAC Edge AI Processing. IEEE International Solid-State Circuits Conference (ISSCC 2023) [Internet]. 2023. Links
Chen P, Wu M, Zhao W, Cui J, Wang Z, Zhang Y, Wang Q, Ru J, Shen L, Jia T, et al. A 22-nm delta-sigma computing-in-memory (ΔΣCIM) SRAM macro with near-zero-mean outputs and LSB-first ADCs achieving 21.38TOPS/W for 8b-MAC edge AI processing, in IEEE International Solid-State Circuits Conference (ISSCC).; 2023.
Gao J, Shen L, Li H, Ye S, Li J, Xu X, Cui J, Gao Y, HUANG R, Ye L. 23.1 A 7.9fJ/Conversion-Step and 37.12aFrms Pipelined-SAR Capacitance-to-Digital Converter with kT/C Noise Cancellation and Incomplete-Settling-Based Correlated Level Shifting, in 2023 IEEE International Solid- State Circuits Conference (ISSCC).; 2023:346-348.

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