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SOLVENT EFFECT ON CONFORMATIONS OF α,ω-BIS(4-NITROPHENOXY)-ALKANES
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作者 Xiang-Yu SUN Yao-Xing ZHAO (Graduate School,University of Science and Technology of China,Beijing 100039)Xiao-Tian LIANG (Institute of Materia Medica.Chinese Academy of Medical Sciences,Beijing 100050) 《Chinese Chemical Letters》 SCIE CAS CSCD 1991年第2期157-160,共4页
Solvent effect on the conformations of-bis(4-nitrophenoxy)-alkanes w th different chain Lengths(Nn)was studied by UV spectra.In poor solvents such as EG-H_2O and THF-H_2O,with the water content higher than 50%,the K-b... Solvent effect on the conformations of-bis(4-nitrophenoxy)-alkanes w th different chain Lengths(Nn)was studied by UV spectra.In poor solvents such as EG-H_2O and THF-H_2O,with the water content higher than 50%,the K-bands of N_4. N,N_6 and N_(10)in the UV absorption spectra shifted to longer wavelengths as compared wth 4-nitrophenoxyethane(N_0).It is suggested that in poor solvents the two aromatic gr(?)ps are close to each other in parallel,forming ground state complexes.The K- bead of N_4 showed a blue shift from that of N_0 when the water content was around 5%,probably attributable to a conformation with the nitro group of one benzene ring sit(?)ing on the plane of the other benzene ring. 展开更多
关键词 EG BIS ALKANES NITROPHENOXY SOLVENT EFFECT ON conformations OF
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Anomalous Laterally Stressed Kinetically Trapped DNA Surface Conformations
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作者 Valery V.Prokhorov Nikolay A.Barinov +3 位作者 Kirill A.Prusakov Evgeniy V.Dubrovin Maxim D.Frank-Kamenetskii Dmitry V.Klinov 《Nano-Micro Letters》 SCIE EI CAS CSCD 2021年第8期263-280,共18页
Up to now,the DNA molecule adsorbed on a surface was believed to always preserve its native structure.This belief implies a negligible contribution of lateral surface forces during and after DNA adsorption although th... Up to now,the DNA molecule adsorbed on a surface was believed to always preserve its native structure.This belief implies a negligible contribution of lateral surface forces during and after DNA adsorption although their impact has never been elucidated.High-resolution atomic force microscopy was used to observe that stiff DNA molecules kinetically trapped on monomolecular films comprising one-dimensional periodically charged lamellar templates as a single layer or as a sublayer are oversaturated by sharp discontinuous kinks and can also be locally melted and supercoiled.We argue that kink/anti-kink pairs are induced by an overcritical lateral bending stress(>30 pNnm)inevitable for the highly anisotropic 1D-1D electrostatic interaction of DNA and underlying rows of positive surface charges.In addition,the unexpected kink-inducing mechanical instability in the shape of the template-directed DNA confined between the positively charged lamellar sides is observed indicating the strong impact of helicity.The previously reported anomalously low values of the persistence length of the surface-adsorbed DNA are explained by the impact of the surface-induced low-scale bending.The sites of the local melting and supercoiling are convincingly introduced as other lateral stress-induced structural DNA anomalies by establishing a link with DNA high-force mechanics.The results open up the study in the completely unexplored area of the principally anomalous kinetically trapped DNA surface conformations in which the DNA local mechanical response to the surface-induced spatially modulated lateral electrostatic stress is essentially nonlinear.The underlying rich and complex in-plane nonlinear physics acts at the nanoscale beyond the scope of applicability of the worm-like chain approximation. 展开更多
关键词 DNA surface conformations Kinetic trapping Lateral stress Periodically charged surface DNA kinks
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Self-assembled Conformations of a Core-shell Comb-like Chain with Adjustable Architectural Parameters
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作者 Huan-Li Qi Heng-Wei Zhou +2 位作者 Chao Duan Wei-Hua Li Ming-Ming Ding 《Chinese Journal of Polymer Science》 SCIE EI CAS CSCD 2023年第9期1439-1446,I0008,共9页
Combining Brownian dynamics simulations and self-consistent field theory,we demonstrate that the architectural parameters of coreshell comb-like chains have a decisive influence on their final self-assembled conformat... Combining Brownian dynamics simulations and self-consistent field theory,we demonstrate that the architectural parameters of coreshell comb-like chains have a decisive influence on their final self-assembled conformations.When the ratio of hydrophilic and hydrophobic segments is N_(g,g)∶N_(g,r)=3∶1,no core-shell structure is observed,and unsegregated chains or clusters are substituted.When N_(g,g)∶N_(g,r)=3∶2or 3∶3,the core-shell comb-like chains can be assembled into single micelles or structures where several small micelles are strung together by the backbone,which is similar to the pearl-necklace structure formed by the polyelectrolytes in poor solvent.With the increase of backbone length or grafting density,the probability of forming single micelles becomes lower,but the structures of two,three or more small micelles strung together are more observed.Our results indicate how to obtain the desired self-assembled structures of core-shell comb-like chains by regulating the architectural parameters,which could provide insights for the optimization of molecular design in various applications. 展开更多
关键词 Comb-like polymer Self-assembled conformations Brownian dynamics simulations
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Gas Phase Conformations of Tetrapeptide Glycine-Phenylalanine- Glycine-Glycine
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作者 陈惠宾 王耀 +1 位作者 陈欣 林子敬 《Chinese Journal of Chemical Physics》 SCIE CAS CSCD 2012年第1期77-85,I0004,共10页
Systematic search of the potential energy surface of tetrapeptide glycine-phenylalanine- glycine-glycine (GFGG) in gas phase is conducted by a combination of PM3, HF and BHandHLYP methods. The conformational search ... Systematic search of the potential energy surface of tetrapeptide glycine-phenylalanine- glycine-glycine (GFGG) in gas phase is conducted by a combination of PM3, HF and BHandHLYP methods. The conformational search method is described in detail. The relative electronic energies, zero point vibrational energies, dipole moments, rotational constants, vertical ionization energies and the temperature dependent conformational distributions for a number of important conformers are obtained. The structural characteristics of these conformers are analyzed and it is found that the entropic effect is a dominating factor in determining the relative stabilities of the conformers. The measurements of dipole moments and some characteristic IR mode are shown to be effective approaches to verify the theoreti- cal prediction. The structures of the low energy GFGG conformers are also analyzed in their connection with the secondary structures of proteins. Similarity between the local structures of low energy GFGG conformers and the α-helix is discussed and many β- and γ-turn local structures in GFGG conformers are found. 展开更多
关键词 Potential energy surface Conformational stability Hydrogen bond Entropy effect Secondary structure
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Computational Exploration of Conformations of Glycine-Arginine and a Deduced Model on Global Minimum Configurations of Dipeptides in Gas Phase
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作者 杨闿祎 杨兵 林子敬 《Chinese Journal of Chemical Physics》 SCIE CAS CSCD 2015年第2期161-167,I0001,共8页
An extensive computational study on the conformations of gaseous dipeptide glycine- arginine, GlyArg, has been performed. A large number of trail structures were generated by systematically sampling the potential ener... An extensive computational study on the conformations of gaseous dipeptide glycine- arginine, GlyArg, has been performed. A large number of trail structures were generated by systematically sampling the potential energy surface (PES) of OlyArg. The trial structures were successively optimized with the methods of PM3, HF/3-21G*, BHandHLYP/6-31G* and BHandHLYP/6-311++G** in order to reliably find the low energy conformations. The eonformational energies were finally determined with the methods of BHandHLYP, cam- B3LYP, B97D, and MP2 using the basis set of 6-311++G(3df,3pd). The results establish firmly that gaseous GlyArg exists primarily in its canonical form, in sharp contrast with ArgGly that adopts the zwitterionic form. Important data such as the rotational constants, dipole moments, vertical ionization energies, temperature distributions and IR spectra of the low energy conformers are represented for the understanding of the future experiments. Moreover, considering the global minima of all amino acids and many dipeptides, combined with the hydrophobicities of amino acids, a model predicting whether the global minimum configuration of a dipeptide is canonical or zwitterionic is developed. 展开更多
关键词 Potential energy surface Amino acid OLIGOPEPTIDE Conformation data IRspectrum Structural model
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Conformations and Metal Ion Affinities of Glutamine Binding with Alkali and Alkaline Earth Metal Cations: an ab initio Study
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作者 庞瑞 带子敬 《Chinese Journal of Chemical Physics》 SCIE CAS CSCD 2014年第2期189-199,I0004,共12页
Conformations and reaction energetics are important for understanding the interactions be- tween biomolecules and metal ions. In this work, we report a systematic ab initio study on the conformations and metal ion aff... Conformations and reaction energetics are important for understanding the interactions be- tween biomolecules and metal ions. In this work, we report a systematic ab initio study on the conformations and metal ion affinities of glutamine (Gln) binding with alkali and alkaline earth metal ions. An efficient and reliable method of searching low energy conformations of metalated Gln is proposed and applied to the complexes of Gln.Gln.M^+/++(M+/++=Li^+、Na^+、K^+、Rb^+、Cs^+、Be^++、Mg^++、Ca^++、Sr^++ and Ba^++).. In addition to all conformers known in literatures, many new important conformations are located, demonstrating the power of the new method and the necessity of the conformational search performed here. The metal coordination modes, relative energies, dipole moments, and equilibrium distributions of all important conformations of Gln.M^+/++ are calculated by the methods of B3LYP, BHandHLYP, and MP2. IR spectra and metalation enthalpies and free energies are also presented and compared with the available experiments. The results form an extensive database for systematic examination of the metalation properties of Gln. 展开更多
关键词 Conformational search method Complexation structure Conformational distribution IR spectrum Binding energy
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Computational Studies on the Ground State Tautomer,Hydrogen Conformations and Vibrational Spectroscopic Analysis of Antitumor Agents:3-Deazauracil and 6-Azauracil 被引量:1
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作者 Cagri Cirak Nurettin Korozlu +1 位作者 Yusuf Sert Fatih Ucun 《光谱学与光谱分析》 SCIE EI CAS CSCD 北大核心 2018年第4期1276-1282,共7页
The ground state hydrogen conformations and vibrational analysis of 3-deazauracil(3DAU)and 6-azauracil(6AU)tautomers(4-enol and 2,4-diol forms)have been calculated using ab initio Hartree-Fock(HF)and density functiona... The ground state hydrogen conformations and vibrational analysis of 3-deazauracil(3DAU)and 6-azauracil(6AU)tautomers(4-enol and 2,4-diol forms)have been calculated using ab initio Hartree-Fock(HF)and density functional theory(B3LYP)methods with 6-311++G(d,p)basis set level.The calculations have shown that the most probably preferential tautomer of 3DAU and 6AU are the 4-enol form,which gives best fit to the corresponding experimental data.The ground state conformer of the 2,4-diol form has two O—H bonds which are oriented externally and internally(to the N—H bond).The vibrational analyses of the ground state conformer of each tautomeric form of 3DAU and 6AU were done and their optimized geometry parameters(bond lengths and bond angles)were given.Furthermore,from the correlations values it was concluded that the B3LYP method is superior to the HF method for both the vibrational frequencies and the geometric parameters. 展开更多
关键词 3-Deazauracil 6-Azauracil TAUTOMERISM Conformation VIBRATIONAL spectra
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Ab initio investigation of boron nanodevices:conductances of the different geometric conformations 被引量:1
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作者 李桂琴 《Chinese Physics B》 SCIE EI CAS CSCD 2010年第1期446-450,共5页
Conductances of different geometric conformations of boron ribbon devices are calculated by the ab initio method, The I-V characteristics of three devices are rather different due to the difference in structure. The c... Conductances of different geometric conformations of boron ribbon devices are calculated by the ab initio method, The I-V characteristics of three devices are rather different due to the difference in structure. The current of the hexagonal boron device is the largest and increases nonlinearly. The current of the hybrid hexagon-triangle boron device displays a large low-bias current and saturates at a value of about 5.2 uA, The current of the flat triangular boron flake exhibits a voltage gap at low bias and rises sharply with increasing voltage. The flat triangular boron device can be either conducting or insulating, depending on the field. 展开更多
关键词 BORON conductance different geometry conformation
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MELTING AND CRYSTALLIZATION BEHAVIOR OFAN AROMATIC POLY (AZOMETHINE ETHER) WITH NON-LINEARLY SHAPED MOLECULAR CONFORMATIONS
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作者 侯建安 徐懋 +1 位作者 李小放 张其震 《Chinese Journal of Polymer Science》 SCIE CAS CSCD 1995年第2期97-106,共10页
The melting and crystallization behavior have been investigated for an aromatic poly (azomethine ether)with non-linearly shaped molecular conformations. This polymer was found to undergo multiple melting processes and... The melting and crystallization behavior have been investigated for an aromatic poly (azomethine ether)with non-linearly shaped molecular conformations. This polymer was found to undergo multiple melting processes and its phase transition behavior was influenced sensitively by the thermal history of sample. A significant difference between the polymer chain aggregation abilities of samples cooled from the different states was observed. The possible molecular morphology and aggregation models for describing the structures of this polymer were proposed and discussed. The crystallization behavior of the samples cooled from the partially isotropic state and the influence of cooling rate on it have also been examined with DSC. 展开更多
关键词 AROMATIC POLY (AZOMETHINE ETHER) NONLINEARLY SHAPED CONFORMATION MELTING CRYSTALLIZATION AGGREGATION
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Studies on the Conformations and Hydrogen Bonding of ACE Inhibitory Tripeptide VEF by All-atom Molecular Dynamics Simulations and Molecular Docking
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作者 齐春艳 张荣 +1 位作者 黄国栋 吴文娟 《Chinese Journal of Structural Chemistry》 SCIE CAS CSCD 2017年第2期189-196,共8页
Molecular dynamic simulations and molecular docking are performed to study the conformations and hydrogen bonding interactions of ACE inhibitory tripeptide VEF. Intramolecular distance, radius of gyration, solvent-acc... Molecular dynamic simulations and molecular docking are performed to study the conformations and hydrogen bonding interactions of ACE inhibitory tripeptide VEF. Intramolecular distance, radius of gyration, solvent-accessible surface, and root-mean-square deviations are used to characterize the properties of VEF in aqueous solution. The VEF molecule is highly flexible in water and conformations can shift between the extended and folded states. The VEF molecule exists in extended state mostly in aqueous solution and the conformations bonded with ACE are also the extended ones. The findings indicate that MD simulations have a good agreement with the molecular docking analysis. 展开更多
关键词 Hydrogen bonding characterize conformation amide accessible folded bonds bonded catalyze
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Accurately adjusted phenothiazine conformations:reversible conformation transformation at room temperature and self-recoverable stimuliresponsive phosphorescence
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作者 Yuan Gao Wentao Yuan +7 位作者 Yuexin Li Arui Huang Yuanyuan Fang Aisen Li Kai Wang Bo Zou Qianqian Li Zhen Li 《Light: Science & Applications》 2025年第4期1002-1015,共14页
Conformational flexibility is essential to the stimuli-responsive property of organic materials,but achieving the reversible molecular transformation is still challenging in functional materials for the high energy ba... Conformational flexibility is essential to the stimuli-responsive property of organic materials,but achieving the reversible molecular transformation is still challenging in functional materials for the high energy barriers and restriction by intermolecular interactions.Herein,through the incorporation of various steric hindrances into phenothiazine derivatives with different positions and quantities to tune the molecular conformations by adjustable repulsive forces,the folded angles gradually changed from 180°to 90°in 17 compounds.When the angle located at 112°with moderated steric effect,dynamic and reversible transformation of conformations under mechanical force has been achieved for the low energy barriers and mutually regulated molecular motions,resulting in both selfrecoverable and stimuli-responsive phosphorescence properties for the first time.It opened up a new way to realize the self-recovery property of organic materials,which can facilitate the multi-functional property of smart materials with the opened avenue for other fields with inspiration. 展开更多
关键词 functional materials tune molecular conformations folded angles gradually changed conformational flexibility organic materialsbut adjustable repulsive forcesthe phenothiazine derivatives incorporation various steric hindrances
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Coordinated gene expression within sustained STAT3-associated chromatin conformations contributes to hepatocellular carcinoma progression
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作者 Sunyoung Jang Sumin Yoon +7 位作者 Hyeokjun Yang Nayun Choi Su-Hyang Han Lark Kyun Kim Hyoung-Pyo Kim Jong Hoon Park Daeyoup Lee Kyung Hyun Yoo 《Cancer Communications》 2025年第10期1309-1333,共25页
Background:Phosphorylated signal transducer and activator of transcription 3(p-STAT3)has emerged as a critical modulator of hepatocellular carcinoma(HCC)progression.However,its role in three-dimensional(3D)chromatin c... Background:Phosphorylated signal transducer and activator of transcription 3(p-STAT3)has emerged as a critical modulator of hepatocellular carcinoma(HCC)progression.However,its role in three-dimensional(3D)chromatin conformation and the expression of genes linked to HCC aggressiveness remains largely unexplored.This study aimed to identify HCC 3D chromatin conformations that are regulated by sustained STAT3 activation and validate the molecular mechanisms underlying the aggressiveness of HCC.Methods:Comparative analyses were performed using HCC cell lines with varying levels of STAT3 activation.Chromatin immunoprecipitation-sequencing(ChIP-seq)for p-STAT3 and H3K27ac was conducted to map p-STAT3-associated genomic regions and assess its influence on chromatin states.Chromatin conformation sequencings(high-throughput chromosome conformation capture and high-throughput chromosome conformation capture followed by immunoprecipitation)were employed to investigate the 3D genome landscape and identify conformational changes linked to sustained p-STAT3 activation.RNAsequencing was performed to assess transcriptional changes in response to these chromatin rearrangements.Functional assays,including invasion and tube formation assays,were carried out to validate the phenotypic impact of p-STAT3 activation on HCC progressiveness.Pharmacological inhibition of STAT3 was tested to explore potential therapeutic avenues and resistance mechanisms.Results:We found that sustained activation of p-STAT3 was significantly associated with poor prognostic outcomes in HCC patients.ChIP-seq demonstrated that p-STAT3 regulated chromatin interactions,leading to the formation of frequently interacting regions(FIREs),stable structural units within the 3D genome.Genes within these p-STAT3-associated FIREs exhibited coordinated expression,with many involved in aggressiveness HCC phenotypes like invasion and tube formation.Chromatin conformation data indicated that these FIREs altered topologically associating domains(TADs),potentially influencing broader chromatin organization.Despite STAT3 inhibition,p-STAT3-associated chromatin conformations remained intact,maintaining the expression of genes within FIREs and contributing to drug resistance.Conclusions:Sustained p-STAT3 activation significantly alters the 3D chromatin conformation inHCC,particularly through the formation of FIREs.These p-STAT3-associated FIREs drive the expression of genes involved inHCC aggressiveness and remain active despite STAT3-targeted treatments,suggesting a mechanism of drug resistance.These findings highlight the potential of targeting 3D chromatin dynamics as a therapeutic strategy in HCC,especially in cases of STAT3 inhibitor resistance. 展开更多
关键词 STAT3 Chromatin conformation Hepatocellular carcinoma Cancer aggressiveness
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一种基于时域全面注意力机制的单通道语音分离模型
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作者 杨俊美 张邦成 +1 位作者 杨璐 曾徳炉 《华南理工大学学报(自然科学版)》 北大核心 2026年第1期70-82,共13页
单通道语音分离旨在从单一麦克风采集的混合语音中分离出目标说话人的纯净语音,在智能家居、会议系统和助听设备等场景具有重要应用价值。随着深度学习技术的快速发展,基于自注意力网络的单通道语音分离技术取得显著进展。尽管自注意力... 单通道语音分离旨在从单一麦克风采集的混合语音中分离出目标说话人的纯净语音,在智能家居、会议系统和助听设备等场景具有重要应用价值。随着深度学习技术的快速发展,基于自注意力网络的单通道语音分离技术取得显著进展。尽管自注意力网络在捕捉长序列上下文信息方面表现优异,但其对实际语音场景中时间/频谱连续性、频谱结构和音色等细节特征的捕捉仍存在局限。此外,现有基于单一注意力范式的分离架构难以实现多尺度特征的有效融合。该文提出了一种时域全面注意力网络(TCANet)模型,通过局部与全局注意力模块的协同设计,针对性地解决单通道语音分离中的上述问题。局部建模采用S&C-SENet增强的Conformer结构,以精细提取语音频谱结构、音色等短时特征;全局建模则构建含相对位置嵌入的改进型Transformer模块,显式学习语音长时依赖关系;同时,TCANet通过维度变换机制实现局部块内特征与全局块间关联的跨尺度融合。在基准数据集LRS2-2Mix、Libri2Mix和EchoSet上的实验结果表明,该方法在尺度不变信噪比改善(SI-SNRi)和信号失真比改善(SDRi)指标上均优于现有端到端语音分离方法。 展开更多
关键词 深度学习 语音分离 Transformer模块 Conformer结构 全面注意力
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基于DRSN-Conformer的电力调度语音识别
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作者 韩亚旭 高鹭 +3 位作者 张飞 秦岭 王永平 张晓琳 《现代电子技术》 北大核心 2026年第6期112-119,共8页
针对基于Transformer网络的语音识别模型对电力调度噪声场景下音频特征提取能力不足、专业术语识别准确率较低以及鲁棒性较差等问题,提出一种结合深度残差收缩网络(DRSN)和Conformer网络的电力调度场景语音识别方法。首先,在DRSN中设计... 针对基于Transformer网络的语音识别模型对电力调度噪声场景下音频特征提取能力不足、专业术语识别准确率较低以及鲁棒性较差等问题,提出一种结合深度残差收缩网络(DRSN)和Conformer网络的电力调度场景语音识别方法。首先,在DRSN中设计通道阈值共享型和独立型两类收缩模块以学习音频信号的噪声阈值,减少噪声带来的干扰;然后,采用Conformer块将DRSN块输出的音频信号编码为音频特征,并使用交叉注意力融合文本编码器编码之后的文本特征,得到音频与文本的相关性表示;最后,结合CTC损失与Attention损失进行训练和解码。在公开数据集Aishell-1、Thchs30以及内蒙古自治区某电网公司内部电力调度数据集上的实验结果表明:相较于Transformer网络模型,所提方法最终字错误率降低了8.5%,专业术语识别字错误率降低了5.2%,验证了该方法在解决电力调度语音识别任务中的有效性和先进性。 展开更多
关键词 语音识别 DRSN CONFORMER 电力调度 注意力机制 BiLSTM
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基于Conformer-MoE的多设备迁移学习非侵入式负荷分解方法
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作者 程鹏举 樊艳芳 +1 位作者 侯俊杰 蔺红 《智慧电力》 北大核心 2026年第1期102-109,共8页
针对非侵入式负荷分解方法在多设备并发下分解精度低,且高度依赖大规模标签数据的问题,提出一种基于Conformer与混合专家(MoE)的多设备迁移学习负荷分解方法。该方法利用Conformer融合卷积的局部感知与自注意力机制的全局建模能力,引入... 针对非侵入式负荷分解方法在多设备并发下分解精度低,且高度依赖大规模标签数据的问题,提出一种基于Conformer与混合专家(MoE)的多设备迁移学习负荷分解方法。该方法利用Conformer融合卷积的局部感知与自注意力机制的全局建模能力,引入稀疏激活的MoE模块,以低计算成本扩展模型容量,增强对用电模式的表征能力。构建“主干-分支”式的迁移学习框架,通过源域预训练共享主干及在目标域微调特定电器分支,实现知识在不同数据集间的迁移。算例分析表明,所提方法显著提升了多设备并发场景下的分解精度与跨数据集迁移的泛化能力。 展开更多
关键词 非侵入式负荷分解 多设备 迁移学习 CONFORMER MOE
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融合最大池化的Conformer中文语音识别
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作者 胡从刚 杨立鹏 +2 位作者 孙永奇 陈华龙 韩可可 《计算机工程》 北大核心 2026年第1期105-115,共11页
语音识别旨在通过先进的算法与信号处理技术,赋予机器理解人类语音的能力,使得人与机器之间的交流更加便捷、顺畅。目前,大多数端到端语音识别的研究工作主要围绕Conformer模型进行优化。针对Conformer编码器对语音细粒度局部特征提取... 语音识别旨在通过先进的算法与信号处理技术,赋予机器理解人类语音的能力,使得人与机器之间的交流更加便捷、顺畅。目前,大多数端到端语音识别的研究工作主要围绕Conformer模型进行优化。针对Conformer编码器对语音细粒度局部特征提取能力不足的问题,提出一种融合最大池化(MP)的Conformer中文语音识别模型。首先,将编码器卷积模块中门控线性单元的输出在时间维度上进行MP,以提取多帧语音信号对应一个字符的细粒度局部特征。然后,将池化后的特征与逐通道卷积(DWC)提取的粗粒度局部特征以逐元素相加的方式进行融合,以增加语音局部特征的信息量,从而提高Conformer模型的语音识别准确率。最后,在公开的中文数据集Aishell-1上的实验结果表明:采用贪心搜索方式进行解码,所提模型可以将基线模型的字错误率(CER)从5.58%降低至5.32%;采用注意力重打分方式进行解码,所提模型可以将基线模型的CER从5.06%降低至4.92%。 展开更多
关键词 语音识别 细粒度局部特征 Conformer模型 最大池化 逐通道卷积
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Conformations of fold part in isotactic polypropylene lamella with diamond lattice model
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作者 周志平 颜德岳 《Science China Chemistry》 SCIE EI CAS 1998年第2期142-148,共7页
Based on the perfect rotational isomeric state model of isotactic polypropylene, the separation distances between an initial left helix stem and its re-entry stems have been investigated. The intervals are defined by ... Based on the perfect rotational isomeric state model of isotactic polypropylene, the separation distances between an initial left helix stem and its re-entry stems have been investigated. The intervals are defined by the formulae $$D_1 = \frac{{1.54}}{3}\sqrt {8(k_1^2 + k_2^2 + k_1 k_2 )/3} ( \times 10^{ - 1} nm)$$ for the left helix re-entry stem and $$D_2 = \frac{{1.54}}{3}\sqrt {8[k_1^2 + k_2^2 + (k_1 - 1)k_2 + 1/3]/3} ( \times 10^{ - 1} nm)$$ for the right helix re-entry stem, wherek 1 andk 2 are integers. The right helix one is less existing because of possessing high energy. The most plausible fold conformation is tg? tg? tg+ g+ g? for the most adjacent (010) fold. The next minimum energy fold segments are tg? g? tg+ tg+ tg?, g+g? tg?tg+g+ t and g+g?g?tg+ tg+ t. 展开更多
关键词 crystal POLYPROPYLENE conformations in the FOLD part.
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Equilibria between the K^+ binding and cation vacancy conformations of potassium channels
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作者 Yao He Bo Zhang +7 位作者 Hao Dong Penglin Xu Xiaoying Cai Ting Zhou Mu Yu Jun Liang Xiao Zheng Changlin Tian 《Protein & Cell》 SCIE CAS CSCD 2019年第7期533-537,共5页
Dear Editor, Potassium channels are integral membrane proteins that selectively con duct K^+ ions across cell membra ne (Hille, 2001). They play essential roles in maintaining cellular ionic homoeostasis and generatin... Dear Editor, Potassium channels are integral membrane proteins that selectively con duct K^+ ions across cell membra ne (Hille, 2001). They play essential roles in maintaining cellular ionic homoeostasis and generating action membrane potentials in excitable cells. The mechanism of K^+ selectivity has been evaluated in many biophysical and physiological studies (Zhou et al., 2001;Liu et al., 2015;Schewe et al., 2016). A highly con served signature seque nee, TVGYG, in the selectivity filter of potassium channels (e.g., KcsA) is known to coordinate K^+ ions (Zhou et al., 2001). Carbonyls of these residues point toward the pore, forming four continuous ion binding sites (S1-S4) and resulting in higher selectivity for K^+ over Na^+(Zhou et al., 2001). The NaK channel from Bacillus cereus is a norvselective cation channel that shares high structural homology with KcsA (Shi et al., 2006). Owing to a distinctive primary sequenee of 63TVGDG67, the selectivity filter of NaK preserves only two ion binding sites, allocated similarly as S3 and S4 in KcsA (Alam and Jiang, 2009a, b). Remarkably, the D66Y and N68D double mutations of NaK channel (Fig. S1) transform it into a K^+ selective channel (termed as NaK2K)(Sauer et al., 2013). Crystal structure of NaK and NaK2K have revealed distinet binding coordination of Na^+ and K^+ ions in their selectivity filter (Figs. S2 and S3)(Alam and Jiang, 2009a, b;Sauer et al., 2013). However, dynamics of the NaK and NaK2K selectivity filter with the bind泊g of Na+ or K^+ are still elusive. Especially, it has been known that the membrane environment is highly diverse from deterge nt micelles, which was con sidered to in flue nee the structure and functi on of membrane protei ns dramatically (Cross et al., 2011). Thus, it is necessary to study the cation and binding properties of NaK NaK2K channels in lipid bilayers. 展开更多
关键词 EQUILIBRIA K^+binding CATION VACANCY conformations
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Terminus-immobilization effect on peptide conformations and peptide–peptide interactions
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作者 Wendi Luo Xiaocui Fang +3 位作者 Chen Wang Yanlian Yang Bin Tu Qiaojun Fang 《Nano Research》 SCIE EI CSCD 2023年第12期13498-13508,共11页
Peptide-modified delivery systems are enabling the improvement of the targeting specificity,biocompatibility,stability,etc.However,the precise design of a peptide-decorated surface for a designated function has remain... Peptide-modified delivery systems are enabling the improvement of the targeting specificity,biocompatibility,stability,etc.However,the precise design of a peptide-decorated surface for a designated function has remained to be challenging due to a lack of mechanistic understanding of the interactions between surface-bound peptide ligands and their receptors.Enlightened by the recent report on pairwise interactions between peptides in the solution state and surface-immobilized state,we used computational simulations to explore the contributing mechanisms underlining the observed binding affinity characteristics.Molecular dynamics simulations were performed to sample and compare conformations of homo-octapeptides free in solution(mobile peptides)and bound to the surface(N-terminal fixed peptides).We found that peptides converged to more extended and rigid conformations when immobilized to the surface and confirmed that the extended structures could increase the space available to counter-interacting peptides during the peptide–peptide interactions.In addition,studies on interactions between stationary and mobile peptides revealed that main-chain/side-chain and side-chain/side-chain hydrogen bonds play an important role.The presented efforts in this work may provide supportive references for peptide design and modification on the nanoparticle surface as well as guidance for analyzing peptide–receptor interactions through an emphasis on hydrogen bonds during peptide design and an understanding of the influence on the binding affinity by the sequence-dependant conformational changes after peptide immobilization. 展开更多
关键词 terminus-immobilization peptide conformations peptide–peptide interactions molecular dynamics peptide design
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RSG-Conformer:ReLU-Based Sparse and Grouped Conformer for Audio-Visual Speech Recognition
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作者 Yewei Xiao Xin Du Wei Zeng 《Computers, Materials & Continua》 2026年第3期1325-1348,共24页
Audio-visual speech recognition(AVSR),which integrates audio and visual modalities to improve recognition performance and robustness in noisy or adverse acoustic conditions,has attracted significant research interest.... Audio-visual speech recognition(AVSR),which integrates audio and visual modalities to improve recognition performance and robustness in noisy or adverse acoustic conditions,has attracted significant research interest.However,Conformer-based architectures remain computational expensive due to the quadratic increase in the spatial and temporal complexity of their softmax-based attention mechanisms with sequence length.In addition,Conformerbased architectures may not provide sufficient flexibility for modeling local dependencies at different granularities.To mitigate these limitations,this study introduces a novel AVSR framework based on a ReLU-based Sparse and Grouped Conformer(RSG-Conformer)architecture.Specifically,we propose a Global-enhanced Sparse Attention(GSA)module incorporating an efficient context restoration block to recover lost contextual cues.Concurrently,a Grouped-scale Convolution(GSC)module replaces the standard Conformer convolution module,providing adaptive local modeling across varying temporal resolutions.Furthermore,we integrate a Refined Intermediate Contextual CTC(RIC-CTC)supervision strategy.This approach applies progressively increasing loss weights combined with convolution-based context aggregation,thereby further relaxing the constraint of conditional independence inherent in standard CTC frameworks.Evaluations on the LRS2 and LRS3 benchmark validate the efficacy of our approach,with word error rates(WERs)reduced to 1.8%and 1.5%,respectively.These results further demonstrate and validate its state-of-the-art performance in AVSR tasks. 展开更多
关键词 Audio-visual speech recognition CONFORMER CTC sparse attention
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