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基于改进图注意力网络的油井产量预测模型 被引量:1
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作者 张强 彭骨 薛陈斌 《吉林大学学报(理学版)》 CAS 北大核心 2024年第4期933-942,共10页
针对图注意力网络处理噪声和时序数据较弱,并且在堆叠多层后出现梯度爆炸、过平滑等问题,提出一种改进图注意力网络模型.首先,使用Squeeze-and-Excitation模块对样本输入数据的特征信息进行不同程度关注,增强模型处理噪声的能力;其次,... 针对图注意力网络处理噪声和时序数据较弱,并且在堆叠多层后出现梯度爆炸、过平滑等问题,提出一种改进图注意力网络模型.首先,使用Squeeze-and-Excitation模块对样本输入数据的特征信息进行不同程度关注,增强模型处理噪声的能力;其次,使用多头注意力机制,将序列数据中每个序列相对其他序列进行加权求和,提取数据的时序性;再次,将图注意力网络提取的节点特征与节点的度中心性拼接,获取节点的局部特征,并用全局平均池化的方式提取节点的全局特征;最后,将两者进行融合得到节点的最终特征表示,增强模型的表征能力.为验证改进图注意力网络的有效性,将改进图注意力网络模型与LSTM,GRU和GGNN模型进行对比,实验结果表明,该模型预测效果得到有效提升,具有更高的预测精度. 展开更多
关键词 图注意力网络 多头注意力 节点度中心性 全局平均池化
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基于Informer融合模型的油田开发指标预测方法
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作者 张强 薛陈斌 +1 位作者 彭骨 卢青 《吉林大学学报(信息科学版)》 CAS 2024年第5期799-807,共9页
为解决油田开发指标的预测问题,提出了一种基于物质平衡方程和Informer的融合模型。首先,通过物质平衡方程领域知识建立油田开发产量递减前后的机理模型;其次,将所建机理模型作为约束与Informer模型损失函数进行融合建立符合油田开发物... 为解决油田开发指标的预测问题,提出了一种基于物质平衡方程和Informer的融合模型。首先,通过物质平衡方程领域知识建立油田开发产量递减前后的机理模型;其次,将所建机理模型作为约束与Informer模型损失函数进行融合建立符合油田开发物理规律的指标预测模型;最后,采用油田实际生产数据进行实验分析,结果表明相比于纯数据驱动的几种循环结构预测模型,本融合模型在相同数据条件下的预测效果更优。该模型的机理约束部分能引导模型的训练过程,使其收敛速度更快,且波峰波谷处的预测更准确。该融合模型具有更好的预测能力和泛化能力和比较合理的物理可解释性。 展开更多
关键词 Informer模型 机理模型 深度融合模型 预测
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A 24−30 GHz 8-element dual-polarized 5G FR2 phased-array transceiver IC with 20.8-dBm TX OP1dB and 4.1-dB RX NF in 65-nm CMOS
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作者 Yongran Yi Dixian Zhao +5 位作者 Jiajun Zhang peng gu Chenyu Xu Yuan Chai Huiqi Liu Xiaohu You 《Journal of Semiconductors》 EI CAS CSCD 2024年第1期22-32,共11页
This article presents an 8-element dual-polarized phased-array transceiver(TRX)front-end IC for millimeter-wave(mm-Wave)5G new radio(NR).Power enhancement technologies for power amplifiers(PA)in mm-Wave 5G phased-arra... This article presents an 8-element dual-polarized phased-array transceiver(TRX)front-end IC for millimeter-wave(mm-Wave)5G new radio(NR).Power enhancement technologies for power amplifiers(PA)in mm-Wave 5G phased-array TRX are discussed.A four-stage wideband high-power class-AB PA with distributed-active-transformer(DAT)power combining and multi-stage second-harmonic traps is proposed,ensuring the mitigated amplitude-to-phase(AM-PM)distortions across wide carrier frequencies without degrading transmitting(TX)power,gain and efficiency.TX and receiving(RX)switching is achieved by a matching network co-designed on-chip T/R switch.In each TRX element,6-bit 360°phase shifting and 6-bit 31.5-dB gain tuning are respectively achieved by the digital-controlled vector-modulated phase shifter(VMPS)and differential attenuator(ATT).Fabricated in 65-nm bulk complementary metal oxide semiconductor(CMOS),the proposed TRX demonstrates the measured peak TX/RX gains of 25.5/21.3 dB,covering the 24−29.5 GHz band.The measured peak TX OP1dB and power-added efficiency(PAE)are 20.8 dBm and 21.1%,respectively.The measured minimum RX NF is 4.1 dB.The TRX achieves an output power of 11.0−12.4 dBm and error vector magnitude(EVM)of 5%with 400-MHz 5G NR FR2 OFDM 64-QAM signals across 24−29.5 GHz,covering 3GPP 5G NR FR2 operating bands of n257,n258,and n261. 展开更多
关键词 fifth-generation(5G) power amplifier millimeter-wave TRANSCEIVER PHASED-ARRAY
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Gut commensal metabolite rhamnose promotes macrophages phagocytosis by activating SLC12A4 and protects against sepsis in mice
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作者 Dongping Li Rongjuan Wei +15 位作者 Xianglong Zhang Shenhai Gong Meijuan Wan Fangzhao Wang Jiaxin Li Meiling Chen Ruofan Liu Yantong Wan Yinghao Hong Zhenhua Zeng peng gu Zhang Wang Kutty Selva Nandakumar Yong Jiang Hongwei Zhou peng Chen 《Acta Pharmaceutica Sinica B》 SCIE CAS CSCD 2024年第7期3068-3085,共18页
Sepsis progression is significantly associated with the disruption of gut eubiosis.However,the modulatory mechanisms of gut microbiota operating during sepsis are still unclear.Herein,we investigated how gut commensal... Sepsis progression is significantly associated with the disruption of gut eubiosis.However,the modulatory mechanisms of gut microbiota operating during sepsis are still unclear.Herein,we investigated how gut commensals impact sepsis development in a pre-clinical model.Cecal ligation and puncture(CLP)surgery was used to establish polymicrobial sepsis in mice.Mice depleted of gut microbiota by an antibiotic cocktail(ABX)exhibited a significantly higher level of mortality than controls.As determined by metabolomics analysis,ABX treatment has depleted many metabolites,and subsequent supplementation with L-rhamnose(rhamnose,Rha),a bacterial carbohydrate metabolite,exerted profound immunomodulatory properties with a significant enhancement in macrophage phagocytosis,which in turn improved organ damage and mortality.Mechanistically,rhamnose binds directly to and activates the solute carrier family 12(potassium-chloride symporter),member 4(SLC12A4)in macrophages and promotes phagocytosis by activating the small G-proteins,Ras-related C3 botulinum toxin substrate1(Rac1)and cell division control protein 42 homolog(Cdc42).Interestingly,rhamnose has enhanced the phagocytosis capacity of macrophages from sepsis patients.In conclusion,by identifying SLC12A4 as the host interacting protein,we disclosed that the gut commensal metabolite rhamnose is a functional molecular that could promote the phagocytosis capacity of macrophages and protect the host against sepsis. 展开更多
关键词 Gut microbiota SEPSIS RHAMNOSE SLC12A4 GTP-Rac1 GTP-Cdc42 Macrophage PHAGOCYTOSIS
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水葱根茎化学成分研究 被引量:6
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作者 彭电 黄娟 +3 位作者 彭谷 周应军 肖兰 丑安 《中南药学》 CAS 2021年第5期870-873,共4页
目的研究水葱根茎的化学成分。方法采用硅胶、聚酰胺、ODS、Sephadex LH-20等柱色谱进行分离纯化,根据理化性质及核磁共振波谱数据鉴定化合物的结构。结果从水葱根茎水提取物中分离得到14个化合物,分别鉴定为对羟基苯甲醇(1)、对羟基苯... 目的研究水葱根茎的化学成分。方法采用硅胶、聚酰胺、ODS、Sephadex LH-20等柱色谱进行分离纯化,根据理化性质及核磁共振波谱数据鉴定化合物的结构。结果从水葱根茎水提取物中分离得到14个化合物,分别鉴定为对羟基苯甲醇(1)、对羟基苯甲醛(2)、对羟基苯甲酸(3)、原儿茶酸(4)、香草酸(5)、香草醛(6)、2,3-二羟基-1-(4-羟基-3,5-二甲氧基)-1-苯丙酮(7)、肉桂酸(8)、对羟基肉桂酸(9)、咖啡酸(10)、阿魏酸(11)、5-羟基麦芽酚(12)、3-羟基曲酸(13)、西番莲内酯(14)。结论化合物1、7、12~14为首次从莎草科植物中分离得到,化合物2~6,8~11为首次从水葱植物中分离得到。 展开更多
关键词 水葱 莎草科 藨草属 结构鉴定 化学成分
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Recovery of saturated signal waveform acquired from high-energy particles with artificial neural networks 被引量:4
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作者 Yu Liu Jing-Jun Zhu +5 位作者 Neil Roberts Ke-Ming Chen Yu-Lu Yan Shuang-Rong Mo peng gu Hao-Yang Xing 《Nuclear Science and Techniques》 SCIE CAS CSCD 2019年第10期30-39,共10页
Artificial neural networks(ANNs)are a core component of artificial intelligence and are frequently used in machine learning.In this report,we investigate the use of ANNs to recover the saturated signals acquired in hi... Artificial neural networks(ANNs)are a core component of artificial intelligence and are frequently used in machine learning.In this report,we investigate the use of ANNs to recover the saturated signals acquired in highenergy particle and nuclear physics experiments.The inherent properties of the detector and hardware imply that particles with relatively high energies probably often generate saturated signals.Usually,these saturated signals are discarded during data processing,and therefore,some useful information is lost.Thus,it is worth restoring the saturated signals to their normal form.The mapping from a saturated signal waveform to a normal signal waveform constitutes a regression problem.Given that the scintillator and collection usually do not form a linear system,typical regression methods such as multi-parameter fitting are not immediately applicable.One important advantage of ANNs is their capability to process nonlinear regression problems.To recover the saturated signal,three typical ANNs were tested including backpropagation(BP),simple recurrent(Elman),and generalized radial basis function(GRBF)neural networks(NNs).They represent a basic network structure,a network structure with feedback,and a network structure with a kernel function,respectively.The saturated waveforms were produced mainly by the environmental gamma in a liquid scintillation detector for the China Dark Matter Detection Experiment(CDEX).The training and test data sets consisted of 6000 and 3000 recordings of background radiation,respectively,in which saturation was simulated by truncating each waveform at 40%of the maximum signal.The results show that the GBRF-NN performed best as measured using a Chi-squared test to compare the original and reconstructed signals in the region in which saturation was simulated.A comparison of the original and reconstructed signals in this region shows that the GBRF neural network produced the best performance.This ANN demonstrates a powerful efficacy in terms of solving the saturation recovery problem.The proposed method outlines new ideas and possibilities for the recovery of saturated signals in high-energy particle and nuclear physics experiments.This study also illustrates an innovative application of machine learning in the analysis of experimental data in particle physics. 展开更多
关键词 Saturated signals Artificial NEURAL networks(ANNs) RECOVERY of signal waveform Generalized radial basis function Backpropagation NEURAL NETWORK ELMAN NEURAL NETWORK
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High‑accuracy measurement of Compton scattering in germanium for dark matter searches 被引量:2
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作者 Hai‑Tao Jia Shin‑Ted Lin +18 位作者 Shu‑Kui Liu Hsin‑Chang Chi Muhammed Deniz Chang‑Hao Fang peng gu Xi Jiang Yi‑Ke Shu Qian‑Yun Li Yu Liu Ren‑Ming‑Jie Li Chen‑Kai Qiao Chang‑Jian Tang Henry Tsz‑King Wong Hao‑Yang Xing Li‑Tao Yang Qian Yue Yu‑Lu Yan Kang‑Kang Zhao Jing‑Jun Zhu 《Nuclear Science and Techniques》 SCIE EI CAS CSCD 2022年第12期75-87,共13页
Compton scattering with bound electrons contributes to a significant atomic effect in low-momentum transfer,yielding background structures in direct light dark matter searches as well as low-energy rare event experime... Compton scattering with bound electrons contributes to a significant atomic effect in low-momentum transfer,yielding background structures in direct light dark matter searches as well as low-energy rare event experiments.We report the measurement of Compton scattering in low-momentum transfer by implementing a 10-g germanium detector bombarded by a^(137)Cs source with a radioactivity of 8.7 mCi and a scatter photon captured by a cylindrical NaI(Tl)detector.A fully relativistic impulse approximation combined with multi-configuration Dirac–Fock wavefunctions was evaluated,and the scattering function of Geant4 software was replaced by our calculation results.Our measurements show that the Livermore model with the modified scattering function in Geant4 is in good agreement with the experimental data.It is also revealed that atomic many-body effects significantly influence Compton scattering for low-momentum transfer(sub-keV energy transfer). 展开更多
关键词 Compton scattering experiment Germanium detector Atomic many-body effects GEANT4 Dark matter
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水葱根茎化学成分的研究
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作者 彭电 彭谷 +2 位作者 周应军 吴莹 黄娟 《中成药》 CAS CSCD 北大核心 2022年第8期2535-2538,共4页
目的 研究水葱Schoenoplectus tabernaemontani(Gmel.) Palla根茎化学成分。方法 采用硅胶、聚酰胺、Sephadex LH-20等柱色谱进行分离纯化,根据理化性质及波谱数据鉴定所得的化合物的结构。结果 从中分离得到9个化合物,分别鉴定为苯并[f... 目的 研究水葱Schoenoplectus tabernaemontani(Gmel.) Palla根茎化学成分。方法 采用硅胶、聚酰胺、Sephadex LH-20等柱色谱进行分离纯化,根据理化性质及波谱数据鉴定所得的化合物的结构。结果 从中分离得到9个化合物,分别鉴定为苯并[f][1,3]噁嗪-2(3H)-酮(1)、琥珀酸(2)、富马酸(3)、甘油(4)、乙基葡萄糖苷(5)、白桦脂醇(6)、桦木酸(7)、吲唑(8)、3-羟基乙酰基吲哚(9)。结论 化合物1为新化合物,化合物8~9为首次从莎草科植物中分离得到,化合物2~7为首次从该植物中分离得到。 展开更多
关键词 水葱 根茎 化学成分 分离鉴定
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Jinlong capsule decreases adverse reactions after transcatheter arterial chemoembolization(TACE) in patients with hepatocellular carcinoma
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作者 Wukui Huang Dengyao Liu +6 位作者 Lina You Shufa Yang Mo Liu peng gu Pingju Wang Baikere Pahaerding Xiwen Fan 《The Chinese-German Journal of Clinical Oncology》 CAS 2015年第2期87-91,共5页
Objective The aim of this study was to analyze whether Jinlong capsule could decrease adverse reactions after transcatheter arterial chemoembolization(TACE) in patients with hepatocellular carcinoma. Methods Eighty-tw... Objective The aim of this study was to analyze whether Jinlong capsule could decrease adverse reactions after transcatheter arterial chemoembolization(TACE) in patients with hepatocellular carcinoma. Methods Eighty-two patients with hepatocellular carcinoma were randomly divided into the control group and experimental group. On the first day after TACE, the experimental group started receiving four Jinlong capsules orally three times daily, whereas the control group did not receive the treatment.Results The incidences of erythropenia and thrombocytopenia in the experimental group was lower than those in the control group(P = 0.040 and 0.033, respectively). The differences in serum levels of aminotransferase, albumin, potassium, and sodium between the two groups were significant(P = 0.034, 0.034, 0.013, and 0.044, respectively). The mean durations of stomachache and abdominal distension in the experimental group was significantly shorter than those in the control group(P = 0.004 and 0.021, respectively). However, there were no significant differences in the incidences of nausea, fever, and vomiting between the two groups(P = 0.490, 0.495, and 0.585, respectively). Conclusion The reduction in the incidence rate and duration of partial adverse reactions after TACE was observed in hepatocellular carcinoma patients treated with Jinlong capsule compared to untreated patients, suggesting possible beneficial effects exerted by Jinlong capsule on the reduction of TACE-induced liver damage, thereby improving liver function and, consequently, the quality of life. 展开更多
关键词 Jinlong capsule primary hepatocellular carcinoma (PHC) transcatheter artedal chemoembolization (TACE) adverse reaction
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Effect of body mass index on the operation time and postoperative hospital stay of retroperitoneal laparoscopic renal cyst decortication
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作者 peng gu Meilin Li +1 位作者 Minhao Zhang Xiaoliang He 《Laparoscopic, Endoscopic and Robotic Surgery》 2021年第2期40-43,共4页
Objective:To investigate the effect of body mass index(BMI)on the operation time and postoperative hospital stay for patients who underwent retroperitoneal laparoscopic decortication for a single simple renal cyst.Met... Objective:To investigate the effect of body mass index(BMI)on the operation time and postoperative hospital stay for patients who underwent retroperitoneal laparoscopic decortication for a single simple renal cyst.Methods:A retrospective cohort study was conducted among 81 patients with single simple renal cyst who had undergone retroperitoneal laparoscopic cyst decortication from January 2017 to December 2019 in Wuxi Xishan People's Hospital.All patients were divided into three groups according to BMI:normal group(BMI<25 kg/m^(2),n=44),overweight group(BMI=25-30 kg/m^(2),n=21),and obese group(BMI>30 kg/m^(2),n=16).Multiple linear regression was conducted to investigate the correlation.Results:The three groups were comparable in terms of age,gender,maximum diameter of cyst,and cyst location.In the aspect of operation time,only the patients in obese group had longer duration when compared with those in the normal group(59.1±15.7 min vs.45.2±12.8 min,p=0.001).And the patients in the obese group had significantly longer hospital stay compared with those in the normal group(6.2±1.9 d vs.5.2±0.5 d,p=0.002)and overweight group(6.2±1.9 d vs.5.0±1.0d,p=0.001).In the analysis of multiple linear regression,it was found that operation time is significantly affected by BMI and location 2,with coefficients of 1.299 and -8.646 respectively.The influence of BMI was greater than location 2(0.335 vs.-0.289).For hospital stay,only BMI had an effect on it,with a coefficient of 0.110.Conclusion:BMI was a major factor that associated with longer operation time and hospital stay in patients with retroperitoneal laparoscopic renal cyst decortication. 展开更多
关键词 Body mass index Renal cyst Laparoscopic decortication Operation time Hospital stay
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Trogocytosis of CD80 and CD86 by induced regulatory 7 cells 被引量:7
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作者 peng gu Julia Fang Gao +3 位作者 Cheryl A D'Souza Aleksandra Kowalczyk Kuang-Yen Chou Li Zhang 《Cellular & Molecular Immunology》 SCIE CAS CSCD 2012年第2期136-146,共11页
Trogocytosis is a process which involves the transfer of membrane fragments and cell surface proteins between cells. Various types of T cells have been shown to be able to acquire membrane-bound proteins from antigen-... Trogocytosis is a process which involves the transfer of membrane fragments and cell surface proteins between cells. Various types of T cells have been shown to be able to acquire membrane-bound proteins from antigen-presenting cells and their functions can be modulated following trogocytosis. However, it is not known whether induced regulatory T cells (iTregs) can undergo trogocytosis, and if so, what the functional consequences of this process might entail. In this study, we show that iTregs can be generated from CD80-/-CD86-/- double knockout (DKO) mice. Using flow cytometry and confocal fluorescence microscopy, we demonstrate that iTregs generated from DKO mice are able to acquire both CD80 and CD86 from mature dendritic cells (mDCs) and that the acquisition of CD86 occurs to a higher extent than that of CD80. Furthermore, we found that after co-incubation with iTregs, dendritic cells (DCs) downregulate their surface expression of CD80 and CD86. The trogocytosis of both CD80 and CD86 occurs in a cytotoxic T lymphocyte-associated antigen-4 (CTLA-4), CD28 and programmed death ligand-1 (PDL1)-independent manner. Importantly, we showed that iTregs that acquired CD86 from mDCs expressed higher activation markers and their ability to suppress naive CD4+ T-cell proliferation was enhanced, compared to iTregs that did not acquire CD86. These data demonstrate, for the first time, that iTregs can acquire CD80 and CD86 from mDCs, and the acquisition of CD86 may enhance their suppressive function. These findings provide novel understanding of the interaction between iTregs and DCs, suggesting that trogocytosis may play a significant role in iTreg-mediated immune suppression. 展开更多
关键词 CD80 CD86 CTLA-4 iTregs TROGOCYTOSIS
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A metabolite from commensal Candida albicans enhances the bactericidal activity of macrophages and protects against sepsis 被引量:1
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作者 peng gu Ruofan Liu +16 位作者 Qin Yang Li Xie Rongjuan Wei Jiaxin Li Fengyi Mei Tao Chen Zhenhua Zeng Yan He Hongwei Zhou Hongjuan peng Kutty Selva Nandakumar Huikuan Chu Yong Jiang Wei Gong Ye Chen Bernd Schnabl peng Chen 《Cellular & Molecular Immunology》 SCIE CAS CSCD 2023年第10期1156-1170,共15页
The gut microbiome is recognized as a key modulator of sepsis development.However,the contribution of the gut mycobiome to sepsis development is still not fully understood.Here,we demonstrated that the level of Candid... The gut microbiome is recognized as a key modulator of sepsis development.However,the contribution of the gut mycobiome to sepsis development is still not fully understood.Here,we demonstrated that the level of Candida albicans was markedly decreased in patients with bacterial sepsis,and the supernatant of Candida albicans culture significantly decreased the bacterial load and improved sepsis symptoms in both cecum ligation and puncture(CLP)-challenged mice and Escherichia coli-challenged pigs.Integrative metabolomics and the genetic engineering of fungi revealed that Candida albicans-derived phenylpyruvate(PPA)enhanced the bactericidal activity of macrophages and reduced organ damage during sepsis.Mechanistically,PPA directly binds to sirtuin 2(SIRT2)and increases reactive oxygen species(ROS)production for eventual bacterial clearance.Importantly,PPA enhanced the bacterial clearance capacity of macrophages in sepsis patients and was inversely correlated with the severity of sepsis in patients.Our findings highlight the crucial contribution of commensal fungi to bacterial disease modulation and expand our understanding of the host-mycobiome interaction during sepsis development. 展开更多
关键词 Candida albicans Phenylpyruvate SEPSIS MACROPHAGE Bacterial clearance
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水葱化学成分研究 被引量:14
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作者 彭谷 黄娟 +2 位作者 周应军 丑安 彭电 《中草药》 CAS CSCD 北大核心 2020年第19期4902-4906,共5页
目的研究水葱Schoenoplectus tabernaemontani根茎的化学成分。方法采用硅胶、聚酰胺、ODS、Sephadex LH-20等柱色谱进行分离纯化,根据理化性质及核磁共振波谱数据鉴定化合物的结构。结果从水葱根茎水提取物中分离得到12个化合物,分别... 目的研究水葱Schoenoplectus tabernaemontani根茎的化学成分。方法采用硅胶、聚酰胺、ODS、Sephadex LH-20等柱色谱进行分离纯化,根据理化性质及核磁共振波谱数据鉴定化合物的结构。结果从水葱根茎水提取物中分离得到12个化合物,分别鉴定为5,7,2′,4′-四羟基-3,5′-二甲氧基黄酮(1)、苜蓿素(2)、橙皮素(3)、槲皮素(4)、木犀草素(5)、圣草素(6)、芹菜素(7)、柚皮素(8)、白杨素(9)、5,7-二羟基色原酮(10)、儿茶素(11)、苜蓿素-7-O-β-D-葡萄糖苷(12)。结论化合物1为新化合物,命名为水葱素;化合物2~5、7~12为首次从莎草科植物中分离得到,化合物6为首次从藨草属植物中分离得到。 展开更多
关键词 水葱 莎草科 藨草属 黄酮 水葱素 5 7 2′ 4′-四羟基-3 5′-二甲氧基黄酮 苜蓿素 橙皮素 槲皮素 木犀草素
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Hierarchically nanostructured transition metal oxides for supercapacitors 被引量:14
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作者 Mingbo Zheng Xiao Xiao +6 位作者 Lulu Li peng gu Xiao Dai Hao Tang Qin Hu Huaiguo Xue Huan Pang 《Science China Materials》 SCIE EI CSCD 2018年第2期185-209,共25页
Highly efficient, clean, and sustainable electrochemical energy storage technologies have been investigated extensively to counter the shortage of fossil fuels and increasingly prominent environmental problems. Superc... Highly efficient, clean, and sustainable electrochemical energy storage technologies have been investigated extensively to counter the shortage of fossil fuels and increasingly prominent environmental problems. Supercapacitors(SCs) have received wide attention as critical devices for electrochemical energy storage because of their rapid charging-discharging capability and long life cycle. Various transition metal oxides(TMOs), such as MnO_2, NiO, Co_3O_4,and CuO, have been extensively studied as electrode materials for SCs. Compared with carbon and conducting polymers,TMO materials can achieve higher specific capacitance. For further improvement of electrochemical performance, hierarchically nano structured TMO materials have become a hot research area for electrode materials in SCs. The hierarchical nanostructure can not only offer abundant accessible electroactive sites for redox reactions but also shorten the ion diffusion pathway. In this review, we provide an overall summary and evaluation of the recent progress of hierarchically nano structured TMOs for SCs, including synthesis methods, compositions, structures, and electrochemical performances. Both single-phase TMOs and the composites based on TMOs are summarized. Furthermore, we also prospect the developing foreground of this field. In this view, the important directions mainly include: the nanocomposites of TMOs materials with conductive materials; the cobalt-based materials and the nickel-based materials; the improvement of the volume energy density, the asymmetric SCs, and the flexible all-solid-state SCs. 展开更多
关键词 hierarchical nanostructure transition metal oxides SUPERCAPACITORS
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Technological Exploration of RRAM Crossbar Array for Matrix-Vector Multiplication 被引量:4
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作者 Lixue Xia peng gu +7 位作者 Boxun Li Tianqi Tang Xiling Yin Wenqin Huangfu Shimeng Yu Yu Cao Yu Wang Huazhong Yang 《Journal of Computer Science & Technology》 SCIE EI CSCD 2016年第1期3-19,共17页
Matrix-vector multiplication is the key operation for many computationally intensive algorithms. The emerging metal oxide resistive switching random access memory (RRAM) device and RRAM crossbar array have demonstra... Matrix-vector multiplication is the key operation for many computationally intensive algorithms. The emerging metal oxide resistive switching random access memory (RRAM) device and RRAM crossbar array have demonstrated a promising hardware realization of the analog matrix-vector multiplication with ultra-high energy efficiency. In this paper, we analyze the impact of both device level and circuit level non-ideal factors, including the nonlinear current-voltage relationship of RRAM devices, the variation of device fabrication and write operation, and the interconnect resistance as well as other crossbar array parameters. On top of that, we propose a technological exploration flow for device parameter configuration to overcome the impact of non-ideal factors and achieve a better trade-off among performance, energy, and reliability for each specific application. Our simulation results of a support vector machine (SVM) and Mixed National Institute of Standards and Technology (MNIST) pattern recognition dataset show that RRAM crossbar array based SVM is robust to input signal fluctuation but sensitive to tunneling gap deviation. A further resistance resolution test presents that a 6-bit RRAM device is able to realize a recognition accuracy around 90%, indicating the physical feasibility of RRAM crossbar array based SVM. In addition, the proposed technological exploration flow is able to achieve 10.98% improvement of recognition accuracy on the MNIST dataset and 26.4% energy savings compared with previous work. Experimental results also show that more than 84.4% power saving can be achieved at the cost of little accuracy reduction. 展开更多
关键词 resistive switching random access memory (RRAM) machine learning electronic design automation matrixvector multiplication non-ideal factor
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Interfacial charge and energy transfer in van der Waals heterojunctions 被引量:3
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作者 Zehua Hu Xue Liu +7 位作者 Pedro Ludwig Hernandez-Martínez Shishu Zhang peng gu Wei Du Weigao Xu Hilmi Volkan Demir Haiyun Liu Qihua Xiong 《InfoMat》 SCIE CAS 2022年第3期64-84,共21页
Van der Waals heterojunctions are fast-emerging quantum structures fabricated by the controlled stacking of two-dimensional(2D)materials.Owing to the atomically thin thickness,their carrier properties are not only det... Van der Waals heterojunctions are fast-emerging quantum structures fabricated by the controlled stacking of two-dimensional(2D)materials.Owing to the atomically thin thickness,their carrier properties are not only determined by the host material itself,but also defined by the interlayer interactions,including dielectric environment,charge trapping centers,and stacking angles.The abundant constituents without the limitation of lattice constant matching enable fascinating electrical,optical,and magnetic properties in van der Waals heterojunctions toward next-generation devices in photonics,optoelectronics,and information sciences.This review focuses on the charge and energy transfer processes and their dynamics in transition metal dichalcogenides(TMDCs),a family of quantum materials with strong excitonic effects and unique valley properties,and other related 2D materials such as graphene and hexagonalboron nitride.In the first part,we summarize the ultrafast charge transfer processes in van der Waals heterojunctions,including its experimental evidence and theoretical understanding,the interlayer excitons at the TMDC interfaces,and the hot carrier injection at the graphene/TMDCs interface.In the second part,the energy transfer,including both Förster and Dexter types,are reviewed from both experimental and theoretical perspectives.Finally,we highlight the typical charge and energy transfer applications in photodetectors and summarize the challenges and opportunities for future development in this field. 展开更多
关键词 2-dimensional semiconductors carrier dynamics charge and energy transfer optical spectroscopy OPTOELECTRONICS
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伴腹膜后浆细胞瘤的多发性骨髓瘤一例 被引量:1
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作者 顾鹏 何晓亮 +1 位作者 章民昊 王彬 《中华解剖与临床杂志》 2021年第6期716-717,共2页
患者女性,72岁,因"体检行CT检查发现左肾上腺区肿物1周"于2020年6月9日入院。患者1周前体检行胸部CT检查,发现左肾上腺区占位(31 mm×23 mm);平素无头痛头晕,无视物模糊,无胸闷气急,无恶心呕吐,无腹痛腹泻,无四肢乏力。... 患者女性,72岁,因"体检行CT检查发现左肾上腺区肿物1周"于2020年6月9日入院。患者1周前体检行胸部CT检查,发现左肾上腺区占位(31 mm×23 mm);平素无头痛头晕,无视物模糊,无胸闷气急,无恶心呕吐,无腹痛腹泻,无四肢乏力。既往有高血压病史,血压控制平稳。查体无明显异常。 展开更多
关键词 多发性骨髓瘤 浆细胞瘤 腹膜后肿瘤
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An oxide-based heterojunction optoelectronic synaptic device with wideband and rapid response performance
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作者 Chunmei Li Jinyong Wang +9 位作者 Dongyang Li Nasir Ilyas Zhiqiang Yang Kexin Chen peng gu Xiangdong Jiang Deen gu Fucai Liu Yadong Jiang Wei Li 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2022年第28期159-167,共9页
With the rapid development of science and technology,the emergence of new application scenarios,such as robots,driverless vehicles and smart city,puts forward high requirements for artificial visual systems.Optoelectr... With the rapid development of science and technology,the emergence of new application scenarios,such as robots,driverless vehicles and smart city,puts forward high requirements for artificial visual systems.Optoelectronic synaptic devices have attracted much attention due to their advantages in sensing,memory and computing integration.In this work,via band structure engineering and heterostructure designing,a heterojunction optoelectronic synaptic device based on Cu doped with n-type SrTiO_(3)(Cu:STO)film combined with p-type CuAlO_(2)(CAO)thin film was fabricated.It is found surprisingly that the optoelectronic device based on Cu:STO/CAO p-n heterojunction exhibits a rapid response of 2 ms,and that it has a wideband response from visible to near-infrared(NIR)region.Additionally,a series of important synaptic functions,including excitatory postsynaptic current(EPSC),paired-pulse facilitation(PPF),shortterm potentiation(STP)to long-term potentiation(LTP)transition,learning experience behavior and image sharpening,have been successfully simulated on the device.More importantly,the performance of the device remains still stable and reliable after several months which were stored at room temperature and atmospheric pressure.Based on these advantages,the optoelectronic synaptic devices demonstrated here provide great potential in the new generation of artificial visual systems. 展开更多
关键词 Cu:STO/CAO heterojunction Optoelectronic synaptic devices Vis to NIR wideband Rapid response Artificial visual system
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