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Interfacial Modification of NiO_(x)by Self-assembled Monolayer for Efficient and Stable Inverted Perovskite Solar Cells 被引量:1
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作者 Xin Yu Yandong Wang +5 位作者 Liufei Li Shantao Zhang shuang gao Mao Liang Wen-Hua Zhang Shangfeng Yang 《Chinese Journal of Chemical Physics》 SCIE EI CAS CSCD 2024年第4期553-562,I0080-I0091,I0095,共23页
NiO_(x)as a hole transport material for inverted perovskite solar cells has received great attention owing to its high transparency,low fabrication temperature,and superior stability.However,the mismatched energy leve... NiO_(x)as a hole transport material for inverted perovskite solar cells has received great attention owing to its high transparency,low fabrication temperature,and superior stability.However,the mismatched energy levels and possible redox reactions at the NiO_(x)/perovskite interface severely limit the performance of NiO_(x) based inverted perovskite solar cells.Herein,we introduce a p-type self-assembled monolayer between NiO_(x)and perovskite layers to modify the interface and block the undesirable redox reaction between perovskite and NiO_(x)The selfassembled monolayer molecules all contain phosphoric acid function groups,which can be anchored onto the NiOr surface and passivate the surface defect.Moreover,the introduction of self-assembled monolayers can regulate the energy level structure of NiO_(x),reduce the interfacial band energy offset,and hence promote the hole transport from perovskite to NiO_(x)layer.Consequently,the device performance is significantly enhanced in terms of both power conversion efficiency and stability. 展开更多
关键词 Perovskite solar cell NiO_(x) Self-assembled monolayer Interfacial engineering Stability
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角膜上皮基底膜营养不良与白内障手术 被引量:2
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作者 刘子源 钟嘉怡 +1 位作者 高爽 李佳禾 《国际眼科杂志》 CAS 北大核心 2023年第12期1994-1997,共4页
角膜上皮基底膜营养不良(EBMD)是一种较为常见的前部角膜营养不良,临床表现隐匿,易被漏诊,患者通常主诉轻度视觉模糊或异物感,或在夜间或早晨打开眼睑后立即出现偶发疼痛。典型的裂隙灯检查表现包括角膜表面不规则、无定形,可发现指纹... 角膜上皮基底膜营养不良(EBMD)是一种较为常见的前部角膜营养不良,临床表现隐匿,易被漏诊,患者通常主诉轻度视觉模糊或异物感,或在夜间或早晨打开眼睑后立即出现偶发疼痛。典型的裂隙灯检查表现包括角膜表面不规则、无定形,可发现指纹样、地图样线状病灶、点状或气泡样病灶。该病对白内障术前生物测量和人工晶状体度数计算具有重要影响,可导致测量不准及术后屈光意外,需引起白内障手术医生的重视。本文综述了近年来关于EBMD对白内障手术影响的相关研究和会议报告,为屈光性白内障手术医生提供参考,以提高手术前后的正确诊断和检出率,从而为患者提供最佳治疗方案。 展开更多
关键词 角膜上皮基底膜营养不良 屈光性白内障手术 角膜曲率 治疗性激光角膜切除术
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Pattern recognition in multi-synaptic photonic spiking neural networks based on a DFB-SA chip 被引量:2
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作者 Yanan Han Shuiying Xiang +6 位作者 Ziwei Song shuang gao Xingxing Guo Yahui Zhang Yuechun Shi Xiangfei Chen Yue Hao 《Opto-Electronic Science》 2023年第9期1-10,共10页
Spiking neural networks(SNNs)utilize brain-like spatiotemporal spike encoding for simulating brain functions.Photonic SNN offers an ultrahigh speed and power efficiency platform for implementing high-performance neuro... Spiking neural networks(SNNs)utilize brain-like spatiotemporal spike encoding for simulating brain functions.Photonic SNN offers an ultrahigh speed and power efficiency platform for implementing high-performance neuromorphic computing.Here,we proposed a multi-synaptic photonic SNN,combining the modified remote supervised learning with delayweight co-training to achieve pattern classification.The impact of multi-synaptic connections and the robustness of the network were investigated through numerical simulations.In addition,the collaborative computing of algorithm and hardware was demonstrated based on a fabricated integrated distributed feedback laser with a saturable absorber(DFB-SA),where 10 different noisy digital patterns were successfully classified.A functional photonic SNN that far exceeds the scale limit of hardware integration was achieved based on time-division multiplexing,demonstrating the capability of hardware-algorithm co-computation. 展开更多
关键词 photonic spiking neural network fabricated DFB-SA laser chip multi-synaptic connection optical computing
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Phase precipitation behavior and tensile properties of as-cast Ni-based superalloy during heat treatment 被引量:8
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作者 shuang gao Jie-shan HOU +1 位作者 Yong-an GUO Lan-zhang ZHOU 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2018年第9期1735-1744,共10页
The phase precipitation behavior and tensile properties of an as-cast Ni-based alloy,IN617B alloy,after solution heat treatment and long-term aging treatment were investigated.Ti(C,N),M6C and M23C6 are the primary pre... The phase precipitation behavior and tensile properties of an as-cast Ni-based alloy,IN617B alloy,after solution heat treatment and long-term aging treatment were investigated.Ti(C,N),M6C and M23C6 are the primary precipitates in as-cast microstructure.After solution heat treatment,most of carbides dissolve into the matrix except a few fine Ti(C,N)within grains.During long-term aging at 700°C,the phase precipitation behaviors of the alloy are characterized as follows:(1)M23C6 carbides at grain boundaries(GBs)transform from film-like shape to cellular shape and gradually coarsen due to the decrease of the surface energy and element aggregation to GBs;(2)M23C6 carbides within grains have a bar-like morphology with a preferential growth direction[110]and have a cube-on-cube coherent orientation relationship with the matrixγ;(3)γ?particles inhibit the coarsening of M23C6 within grains by constraining the diffusion of formation elements.Furthermore,the tensile strength of the alloy obviously increases,but the ductility significantly decreases after the aging for 5000 h.The alloy has a relatively stable microstructure which guarantees the excellent tensile properties during long-term aging. 展开更多
关键词 Ni-based superalloy phase precipitation CARBIDE γ'phase tensile properties
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Effect of Ta addition on solidification microstructure and element segregation of IN617B nickel-base superalloy 被引量:5
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作者 shuang gao Zhen-feng SONG +2 位作者 Bo HE Lan-zhang ZHOU Jie-shan HOU 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2022年第2期559-568,共10页
IN617B nickel-base superalloy is considered as a good candidate material in 700℃advanced ultrasupercritical coal-fired power plants.The effect of Ta addition on solidification microstructure and element segregation o... IN617B nickel-base superalloy is considered as a good candidate material in 700℃advanced ultrasupercritical coal-fired power plants.The effect of Ta addition on solidification microstructure and element segregation of IN617B alloy was investigated by OM,SEM,TEM,EDS,EPMA and thermodynamic calculation.The results showed that the solidification microstructure exhibited a dendritic segregation pattern with many primary carbides distributed in interdendritic regions,such as network M_(6)C,lath M_(23)C_(6) and granular Ti(C,N).The addition of Ta promoted the precipitation of Ta-rich MC significantly inhibiting the precipitation of M_(6)C and M_(23)C_(6),and reduced the segregation degree of Al,Mo and Ti alloying elements.The addition of Ta decreased the melting temperature of MC carbide,but did not impact the solidification path,that was,L→γmatrix→MC or Ti(C,N)→M_(6)C→M_(23)C_(6),where MC and Ti(C,N)tended to form symbiotic microstructure with M_(6)C.This study will provide theoretical basis and data support for the alloy optimization and casting structure control of IN617B nickel-based superalloy. 展开更多
关键词 IN617B nickel-base superalloy Ta addition solidification microstructure element segregation CARBIDE
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Synthesis of Ti_2CT_x MXene as electrode materials for symmetric supercapacitor with capable volumetric capacitance 被引量:4
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作者 Kai Zhu Yuming Jin +6 位作者 Fei Du shuang gao Zhongmin gao Xing Meng Gang Chen Yingjin Wei Yu gao 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2019年第4期11-18,共8页
Two-dimensional(2D)metal carbides,MXene,present the promising application for the energy storage system.Among the MXene family,Ti_2CT_xas the lightest material,shows its unique electrochemical performance.Herein,Ti_2C... Two-dimensional(2D)metal carbides,MXene,present the promising application for the energy storage system.Among the MXene family,Ti_2CT_xas the lightest material,shows its unique electrochemical performance.Herein,Ti_2CT_xis synthesized by selective etching Al layer from the Ti_2Al C.With the optimized HF treating condition,Ti_2CT_xdisplays high volumetric capacitance and remarkable rate ability.Moreover,the Ti_2CT_x//Ti_2CT_xsymmetric supercapacitor is designed and assembled,which presents capable capacitance,outstanding rate performance and excellent cycling performance.The remarkable electrochemical performance is attributed to its 2D structure and high electronic conductivity.This work demonstrates the potential application of the Ti_2CT_xfor the supercapacitors and provides a template to design highperformance supercapacitors with 2D electrode materials. 展开更多
关键词 SUPERCAPACITOR TWO-DIMENSIONAL MATERIAL Ti2CTx MXene
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有机化学科研渗透教学法的尝试 被引量:7
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作者 姜新东 高爽 +2 位作者 于三三 崔天放 肖林久 《大学化学》 CAS 2020年第7期48-52,共5页
有机化学涉及的有机反应类型繁多,反应机理复杂,理论性强,难以理解和掌握。而大学有机化学的教学模式基本以教师为中心,以课堂讲授为主,这在某种程度上束缚了学生的创造思维和积极性。融入科研的有机化学教学法的尝试,可以破解有机化学... 有机化学涉及的有机反应类型繁多,反应机理复杂,理论性强,难以理解和掌握。而大学有机化学的教学模式基本以教师为中心,以课堂讲授为主,这在某种程度上束缚了学生的创造思维和积极性。融入科研的有机化学教学法的尝试,可以破解有机化学授课的困惑,调动了学生对有机化学的兴趣及精准掌握。科研渗透的教学可以拓宽学生知识视野,激发学习兴趣,实现理论联系科研、实际生产,能够加强学生对有机化学知识的掌握。 展开更多
关键词 科研渗透 有机反应 融入式教学 研讨式教学 基础课程 113人才建设体系
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Influence of multiple laser shock peening treatments on the microstructure and mechanical properties of Ti-6Al-4V alloy fabricated by electron beam melting 被引量:2
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作者 Liang Lan Ruyi Xin +2 位作者 Xinyuan Jin shuang gao Bo He 《International Journal of Minerals,Metallurgy and Materials》 SCIE EI CAS CSCD 2022年第9期1780-1787,共8页
Laser shock peening(LSP)is an attractive post-processing method to tailor surface microstructure and enhance mechanical performances of additive manufactured(AM)components.The effects of multiple LSP treatments on the... Laser shock peening(LSP)is an attractive post-processing method to tailor surface microstructure and enhance mechanical performances of additive manufactured(AM)components.The effects of multiple LSP treatments on the microstructure and mechanical properties of Ti-6Al-4V part produced by electron beam melting(EBM),as a mature AM process,were studied in this work.Microstructure,surface topography,residual stress,and tensile performance of EBM-manufactured Ti-6Al-4V specimens were systematically analyzed subjected to different LSP treatments.The distribution of porosities in EBM sample was assessed via X-ray computed tomography.The results showed that EBM samples with two LSP treatments possessed a lower porosity value of 0.05%compared to the value of 0.08%for the untreated samples.The strength of EBM samples with two LSP treatments was remarkably raised by 12%as compared with the as-built samples.The grains ofαphase were refined in near-surface layer,and a dramatic increase in the depth and magnitude of compressive residual stress(CRS)was achieved in EBM sample with multiple LSP treatments.The grain refinement ofαphase and CRS with larger depth were responsible for the strength enhancement of EBM samples with two LSP treatments. 展开更多
关键词 additive manufacturing laser shock peening electron beam melting residual stress Ti-6Al-4V alloy mechanical properties
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Zirconium triflate grafted on SBA-15 as a highly efficient solid acid catalyst for ring opening of epoxides by amines and alcohols 被引量:2
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作者 Kamlesh N. Tayade Lianyue Wang +3 位作者 Sensen Shang Wen Dai Manish Mishra shuang gao 《Chinese Journal of Catalysis》 SCIE EI CAS CSCD 北大核心 2017年第4期758-766,共9页
Metal(Al,Ti,Zr)triflate grafted mesoporous SBA‐15(AlTf/S,TiTf/S,ZrTf/S)samples were synthesizedas inexpensive solid acid materials by a simple one‐pot‐two‐step synthesis methodology.These materials were characteri... Metal(Al,Ti,Zr)triflate grafted mesoporous SBA‐15(AlTf/S,TiTf/S,ZrTf/S)samples were synthesizedas inexpensive solid acid materials by a simple one‐pot‐two‐step synthesis methodology.These materials were characterized by X‐ray diffraction,N2‐sorption,thermogravimetric analysis,Fourier transform infrared spectroscopy(FT‐IR),in‐situ pyridine FT‐IR spectroscopy,and elementalanalysis.ZrTf/S was found to be a highly efficient and reusable solid acid catalyst for ring opening ofepoxides with amines and alcohols and producedβ‐amino alcohols andβ‐alkoxy alcohols respectivelyunder ambient reaction conditions.The ZrTf/S catalyst showed the highest activity,whichwas attributed to its high acidity compared with that of the Ti and Al containing samples. 展开更多
关键词 Epoxide ring opening Acid catalysis Metal triflate Grafted catalyst Mesoporous silica
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Bacterial Metabolism-Initiated Nanocatalytic Tumor Immunotherapy 被引量:3
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作者 Wencheng Wu Yinying Pu +4 位作者 shuang gao Yucui Shen Min Zhou Heliang Yao Jianlin Shi 《Nano-Micro Letters》 SCIE EI CAS CSCD 2022年第12期549-569,共21页
The low immunogenicity of tumors remains one of the major limitations of cancer immunotherapy.Herein,we report a bacterial metabolisminitiated and photothermal-enhanced nanocatalytic therapy strategy to completely era... The low immunogenicity of tumors remains one of the major limitations of cancer immunotherapy.Herein,we report a bacterial metabolisminitiated and photothermal-enhanced nanocatalytic therapy strategy to completely eradicate primary tumor by triggering highly effective antitumor immune responses.Briefly,a microbiotic nanomedicine,designated as Cu_(2)O@ΔSt,has been constructed by conjugating PEGylated Cu_(2)O nanoparticles on the surface of an engineered Salmonella typhimurium strain(ΔSt).Owing to the natural hypoxia tropism ofΔSt,Cu_(2)O@ΔSt could selectively colonize hypoxic solid tumors,thus minimizing the adverse effects of the bacteria on normal tis-sues.Upon bacterial metabolism within the tumor,Cu_(2)O@ΔSt generates H_(2)S gas and other acidic substances in the tumor microenvironment(TME),which will in situ trigger the sulfidation of Cu_(2)O to form CuS facilitating tumor-specific photothermal therapy(PTT)under local NIR laser irradiation on the one hand.Meanwhile,the dissolved Cu+ions from Cu_(2)O into the acidified TME enables the nanocatalytic tumor therapy by catalyzing the Fenton-like reaction of decom-posing endogenous H_(2)O_(2) into cytotoxic hydroxyl radicals(·OH)on the other hand.Such a bacterial metabolism-triggered PTT-enhanced nanocatalytic treatment could effectively destroy tumor cells and induce a massive release of tumor antigens and damage-associated molecular patterns,thereby sensitizing tumors to checkpoint blockade(ICB)therapy.The combined nanocatalytic and ICB therapy results in the much-inhibited growth of distant and metastatic tumors,and more importantly,induces a powerful immunological memory effect after the primary tumor ablation. 展开更多
关键词 Bacterial metabolism In situ nanocatalytic therapy IMMUNOTHERAPY
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Direct synthesis of propylene carbonate from propylene and carbon dioxide catalyzed by quaternary ammonium heteropolyphosphatotungstate–TBAB system 被引量:2
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作者 Gongda Zhao Yi Zhang +2 位作者 Hengyun Zhang Jun Li shuang gao 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2015年第3期353-358,共6页
In this paper,we have developed a highly efficient method for the direct preparation of propylene carbonate from propylene and carbon dioxide(CO2) using quaternary ammonium heteropolyphosphatotungstate–quaternary a... In this paper,we have developed a highly efficient method for the direct preparation of propylene carbonate from propylene and carbon dioxide(CO2) using quaternary ammonium heteropolyphosphatotungstate–quaternary ammonium halide catalytic system with anhydrous hydrogen peroxide as an oxidant through one-pot two-step process.The effects of the amount of tetrabutylammonium bromide(TBAB),the concentration of hydrogen peroxide and other reaction conditions were investigated.The catalyst system gave an optimum propylene oxide yield(91%) at75°C in oxidation step and the highest propylene carbonate yield(99%) at 140°C and 3.0 MPa in cycloaddition step.Based on the results,a reaction mechanism has been proposed. 展开更多
关键词 quaternary ammonium heteropolyphosphatotungstate propylene carbonate carbon dioxide tetrabutylammonium bromide
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Atorvastatin activates autophagy and promotes neurological function recovery after spinal cord injury 被引量:9
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作者 shuang gao Zhong-ming Zhang +6 位作者 Zhao-liang Shen Kai gao Liang Chang Yue Guo Zhuo Li Wei Wang Ai-mei Wang 《Neural Regeneration Research》 SCIE CAS CSCD 2016年第6期977-982,共6页
Atorvastatin, a lipid-lowering medication, provides neuroprotective effects, although the precise mechanisms of action remain unclear. Our previous studies confirmed activated autophagy following spinal cord injury, w... Atorvastatin, a lipid-lowering medication, provides neuroprotective effects, although the precise mechanisms of action remain unclear. Our previous studies confirmed activated autophagy following spinal cord injury, which was conducive to recovery of neurological functions. We hypothesized that atorvastatin could also activate autophagy after spinal cord injury, and subsequently improve recovery of neurological functions. A rat model of spinal cord injury was established based on the Allen method. Atorvastatin(5 mg/kg) was intraperitoneally injected at 1 and 2 days after spinal cord injury. At 7 days post-injury, western blot assay, reverse transcription-polymerase chain reaction, and terminal deoxynucleotidyl transferase-mediated dU TP nick-end labeling(TUNEL) staining results showed increased Beclin-1 and light chain 3B gene and protein expressions in the spinal cord injury + atorvastatin group. Additionally, caspase-9 and caspase-3 expression was decreased, and the number of TUNEL-positive cells was reduced. Compared with the spinal cord injury + saline group, Basso, Beattie, and Bresnahan locomotor rating scale scores significantly increased in the spinal cord injury + atorvastatin group at 14–42 days post-injury. These findings suggest that atorvastatin activated autophagy after spinal cord injury, inhibited apoptosis, and promoted recovery of neurological function. 展开更多
关键词 neurological autophagy caspase saline inhibited medication injected activate dehydrogenase labeling
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Increased hippocampal Disrupted-In-Schizophrenia 1 expression in mice exposed prenatally to lead 被引量:1
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作者 Yuanyuan You Liguang Sun +3 位作者 Bo Peng Yan Li Songbin Ben shuang gao 《Neural Regeneration Research》 SCIE CAS CSCD 2012年第25期1939-1945,共7页
Disrupted-in-Schizophrenia 1 is a susceptibility gene for schizophrenia and other psychiatric disorders. Developmental lead exposure can cause neurological disorders similar to hyperactivity disorder, dyslexia and sch... Disrupted-in-Schizophrenia 1 is a susceptibility gene for schizophrenia and other psychiatric disorders. Developmental lead exposure can cause neurological disorders similar to hyperactivity disorder, dyslexia and schizophrenia. In the present study, we examined the impact of developmental lead exposure, administered in vitro and in vivo, on hippocampal Disrupted-In- Schizophrenia 1 expression. Our results show that in cultured hippocampal neurons, in vitro exposure to 0.1-10 pM lead, inhibited neurite growth and increased Disrupted-In-Schizophrenia 1 mRNA and protein expression dose-dependently. In addition, blood lead levels in mice were increased with increasing mouse maternal lead (0.01-1 mM) exposure. Hippocampal neurons from these mice showed a concomitant increase in Disrupted-in-Schizophrenia 1 mRNA and protein expression. Overall our findings suggest that in vivo and in vitro lead exposure increases Disrupted-In-Schizophrenia 1 expression in hippocampal neurons dose-dependently, and consequently may influence synapse formation in newborn neurons. 展开更多
关键词 lead exposure Disrupted-In-Schizophrenia 1 hippocampus neuron neurotoxicity synapse neuralregeneration
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原发性浆细胞白血病治疗进展 被引量:1
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作者 李倩 高爽 王亚非 《中国肿瘤临床》 CAS CSCD 北大核心 2021年第20期1061-1065,共5页
原发性浆细胞白血病(primary plasma cell leukemia,pPCL)是一种罕见、高度侵袭性的浆细胞恶性肿瘤。目前pPCL缺乏标准治疗方案,其整体治疗策略可以参照高危多发性骨髓瘤(multiple myeloma,MM)的思路。近年来,蛋白酶体抑制剂、免疫调节... 原发性浆细胞白血病(primary plasma cell leukemia,pPCL)是一种罕见、高度侵袭性的浆细胞恶性肿瘤。目前pPCL缺乏标准治疗方案,其整体治疗策略可以参照高危多发性骨髓瘤(multiple myeloma,MM)的思路。近年来,蛋白酶体抑制剂、免疫调节剂以及单克隆抗体、嵌合抗原受体T细胞免疫疗法(chimeric antigen receptor T-cell immunotherapy,CAR-T)、抗体偶联药物等靶向药物、免疫治疗与干细胞移植的联合大幅提高了MM的疗效,同时为pPCL的治疗提供了新的选择。本文就近年来相关进展进行综述。 展开更多
关键词 原发性浆细胞白血病 治疗 干细胞移植 蛋白酶体抑制剂 免疫调节剂
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Surgery-first for a patient with mild hemifacial microsomia: A case report and review of literature 被引量:1
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作者 Ji-Yu Song Hua Yang +4 位作者 Xi He shuang gao Guo-Min Wu Min Hu Yi Zhang 《World Journal of Clinical Cases》 SCIE 2021年第1期148-162,共15页
BACKGROUND Hemifacial microsomia(HFM)is the second most common craniofacial congenital anomaly following cleft lip and palate.Because of the various phenotypic spectra and the severity of the deformity,a wide range of... BACKGROUND Hemifacial microsomia(HFM)is the second most common craniofacial congenital anomaly following cleft lip and palate.Because of the various phenotypic spectra and the severity of the deformity,a wide range of treatment approaches have been proposed.Recently,the surgery-first approach(SFA)was introduced to treat mild to moderate HFM,and it yielded a balanced facial appearance.The SFA not only promotes rapid improvement in facial aesthetics but also considerably reduces the overall treatment time.CASE SUMMARY A female patient,aged 25 years old,sought orthodontic treatment with the chief complaint of dental and facial asymmetry.After a comprehensive physical examination and imaging analysis were performed,the patient was diagnosed with mild HFM that was primarily attributed to unilateral abnormal development of the maxilla-mandibular.The SFA was carried out to correct the skeletal deformity.The palatal suture was used as the midline of the maxilla in the surgical plan to center the maxilla,and the chin was also properly positioned to obtain a relatively symmetrical facial appearance.Four weeks after the surgery,the patient was referred for postsurgical orthodontics to decompensate the dentition and stabilize the occlusion.After 20 mo of treatment,all orthodontic appliances were removed.The posttreatment photographs of the patient and her smile confirmed good aesthetic and occlusal results.CONCLUSION Mild HFM can be corrected by SFA,which not only promotes rapid improvement in facial aesthetics but also considerably reduces the overall treatment time. 展开更多
关键词 Hemifacial microsomia Skeletal deformity Surgery-first approach ORTHODONTICS Orthognathics Case report
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A new approach for crude oil price prediction based on stream learning 被引量:1
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作者 shuang gao Yalin Lei 《Geoscience Frontiers》 SCIE CAS CSCD 2017年第1期183-187,共5页
Crude oil is the world's leading fuel, and its prices have a big impact on the global environment, economy as well as oil exploration and exploitation activities. Oil price forecasts are very useful to industries, go... Crude oil is the world's leading fuel, and its prices have a big impact on the global environment, economy as well as oil exploration and exploitation activities. Oil price forecasts are very useful to industries, governments and individuals. Although many methods have been developed for predicting oil prices, it remains one of the most challenging forecasting problems due to the high volatility of oil prices. In this paper, we propose a novel approach for crude oil price prediction based on a new machine learning paradigm called stream learning. The main advantage of our stream learning approach is that the pre- diction model can capture the changing pattern of oil prices since the model is continuously updated whenever new oil price data are available, with very small constant overhead. To evaluate the forecasting ability of our stream learning model, we compare it with three other popular oil price prediction models. The experiment results show that our stream learning model achieves the highest accuracy in terms of both mean squared prediction error and directional accuracy ratio over a variety of forecast time horizons. 展开更多
关键词 Crude oilEconomic geologyPrediction modelMachine learningStream learning
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The site conditions of the Guo Shou Jing Telescope 被引量:1
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作者 Song Yao Chao Liu +18 位作者 Hao-Tong Zhang Li-Cai Deng Heidi Jo Newberg Yue-Yang Zhang Jing Li Nian Liu Xu Zhou Jeffrey L. Carlin Li Chen Norbert Christlieb shuang gao Zhan-Wen Han Jin-Liang Hou Hsu-Tai Lee Xiao-Wei Liu Kai-Ke Pan Hong-Chi Wang Yan Xu Fan Yang 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2012年第7期772-780,共9页
The weather at the Xinglong Observing Station, where the Guo Shou Jing Telescope (GSJT) is located, is strongly affected by the monsoon climate in north- east China. The LAMOST survey strategy is constrained by thes... The weather at the Xinglong Observing Station, where the Guo Shou Jing Telescope (GSJT) is located, is strongly affected by the monsoon climate in north- east China. The LAMOST survey strategy is constrained by these weather patterns. We present statistics on observing hours from 2004 to 2007, and the sky brightness, seeing, and sky transparency from 1995 to 2011 at the site. We investigate effects of the site conditions on the survey plan. Operable hours each month show a strong cor- relation with season: on average there are eight operable hours per night available in December, but only one-two hours in July and August. The seeing and the sky trans- parency also vary with season. Although the seeing is worse in windy winters, and the atmospheric extinction is worse in the spring and summer, the site is adequate for the proposed scientific program of the LAMOST survey. With a Monte Carlo simulation using historical data on the site condition, we find that the available observation hours constrain the survey footprint from 22h to 16h in right ascension; the sky brightness allows LAMOST to obtain a limiting magnitude of V = 19.5 mag with S/N= 10. 展开更多
关键词 telescopes - site testing - surveys
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An algorithm for preferential selection of spectroscopic targets in LEGUE 被引量:1
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作者 Jeffrey L. Carlin Sebastien Lepine +22 位作者 Heidi Jo Newberg Li-Cai Deng Timothy C. Beers Yu-Qin Chen Norbert Christlie Xiao-Ting Fu shuang gao Carl J. Grillmair PuragraGuhathakurta Zhan-Wen Han Jin-Liang Hou Hsu-Tai Lee Jing Li Chao Liu Xiao-Wei Liu Kai-Ke Pan J. A. Sellwood Hong-Chi Wang Fan Yang Brian Yanny Yue-Yang Zhan Zheng Zheng Zi Zhu 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2012年第7期755-771,共17页
We describe a general target selection algorithm that is applicable to any survey in which the number of available candidates is much larger than the number of objects to be observed. This routine aims to achieve a ba... We describe a general target selection algorithm that is applicable to any survey in which the number of available candidates is much larger than the number of objects to be observed. This routine aims to achieve a balance between a smoothly- varying, well-understood selection function and the desire to preferentially select cer- tain types of targets. Some target-selection examples are shown that illustrate differentpossibilities of emphasis functions. Although it is generally applicable, the algorithm was developed specifically for the LAMOST Experiment for Galactic Understanding and Exploration (LEGUE) survey that will be carried out using the Chinese Guo Shou Jing Telescope. In particular, this algorithm was designed for the portion of LEGUE targeting the Galactic halo, in which we attempt to balance a variety of science goals that require stars at fainter magnitudes than can be completely sampled by LAMOST. This algorithm has been implemented for the halo portion of the LAMOST pilot sur- vey, which began in October 2011. 展开更多
关键词 surveys: LAMOST -- Galaxy: halo -- techniques: spectroscopic
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Superior performance of Co-N/m-C for direct oxidation of alcohols to esters under air
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作者 Ning Li Sensen Shang +3 位作者 Lianyue Wang Jingyang Niu Ying Lv shuang gao 《Chinese Journal of Catalysis》 SCIE EI CAS CSCD 北大核心 2018年第7期1249-1257,共9页
A convenient,expeditious,and high-efficiency protocol for the transformation of alcohols into esters using a Co-modified N-doped mesoporous carbon material(Co-N/m-C)as the catalyst is proposed.The catalyst was prepa... A convenient,expeditious,and high-efficiency protocol for the transformation of alcohols into esters using a Co-modified N-doped mesoporous carbon material(Co-N/m-C)as the catalyst is proposed.The catalyst was prepared through direct pyrolysis of a macromolecular precursor.The catalyst prepared using a pyrolysis temperature of 900°C(labeled Co-N/m-C-900) exhibited the best per-formance.The strong coordination between the ultra-dispersed cobalt species and the pyridine nitrogen as well as the large area of the mesoporous surface resulted in a high turnover frequencymethyl benzoate.This value is much higher than those of state-of-the-art transition-metal-based nanocatalysts reported in the literature.Moreover,the catalyst exhibited general applicability to various structurally diverse alcohols,including benzylic,allylic,and heterocyclic alcohols,achieving the target esters in high yields.In addition,a preliminary evaluation revealed that Co-N/m-C-900 can be used six times without significant activity loss.In general,the process was rapid,simple,and cost-effective. 展开更多
关键词 COBALT N-DOPED Mesoporous carbon ESTERS CATALYSIS
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Development of a UPLC–MS/MS method for determination of pimavanserin tartrate in rat plasma: Application to a pharmacokinetic study
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作者 Shixiao Wang Yang Wang +6 位作者 shuang gao Yuanyuan Zhang Hanpei Wang Longshan Zhao Kaishun Bi Shaojie Wang Xiaohui Chen 《Journal of Pharmaceutical Analysis》 SCIE CAS CSCD 2017年第6期406-410,共5页
A simple, rapid and sensitive method based on an ultra-performance liquid chromatography tandem mass spectrometry (UPLC-MS/MS) has been developed and validated for the determination of pimavanserin in rat plasma. Th... A simple, rapid and sensitive method based on an ultra-performance liquid chromatography tandem mass spectrometry (UPLC-MS/MS) has been developed and validated for the determination of pimavanserin in rat plasma. The analyte was extracted by protein precipitation with methanol and separated on an ACQUITY BEH C18 column (100 mm × 2.1 mm, 1.7μm; Waters, USA), with an isocratic elution of acetonitrile-water containing 10 mM ammonium acetate (70:30, v/v), at a flow rate of 0.2 mL/min for 2.5 rain. The analyte and clarithromyein (the internal standard) were detected and quantified in positive ion mode using multiple reaction monitoring transitions at m/z 428.2 - 223.0 for pimavanserin and m/z 748.5 - 589.5 for clarithromycin. Relative coefficient (r) for the calibration curve was more than 0.9980. The intra-day and inter-day precisions (relative standard deviation, RSD%) were less than 13.3% and 10.5%, respectively, and the accuracy (relative error, RE%) was within ± 11.5%. The analytical method was successfully applied to a routine pharmacokinetic study of pimavanserin in rats after oral administration at the dose of 10 mg/kg. 展开更多
关键词 UPLC-MS/MS Pimavanserin PHARMACOKINETICS Rat plasma
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