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Subsurface Spectroscopy of Thermal Degradation Inside an Inert Plastic Bonded Explosive (PBX) Simulant Using Feedback-Assisted Wavefront Shaping. 利用反馈辅助波前整形技术对惰性塑料粘合炸药 (PBX) 模拟物内部的热降解进行表层下光谱分析。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2024-10-01 Epub Date: 2024-08-02 DOI: 10.1177/00037028241267921
Benjamin R Anderson, Natalie Gese, Hergen Eilers

We characterize the subsurface thermal degradation of an inert analog of high-explosive molecular crystals (Eu:Y(acac)3(DPEPO)) (EYAD) embedded inside of a plastic bonded explosive simulant using feedback-assisted wavefront shaping-based fluorescence and Raman spectroscopies. This technique utilizes wavefront shaping to focus pump light inside a heterogeneous material onto a target particle, which significantly improves its spectroscopic signature. We find that embedding the EYAD crystals in the heterogeneous polymer results in improved thermal stability, relative to bare crystal measurements, with the crystal remaining fluorescent to >612 K inside of the heterogeneous material, while the bare crystal's fluorescence is fully quenched by 500 K. We hypothesize that this improvement is due to the polymer restricting the effects of EYAD melting, which occurs at 400 K and is the primary mechanism for spectroscopic changes in the temperature range explored.

我们利用基于反馈辅助波前整形的荧光和拉曼光谱分析了嵌入塑料结合爆炸模拟物内部的惰性高爆分子晶体类似物(Eu:Y(acac)3(DPEPO))(EYAD)的表层下热降解特征。该技术利用波前整形将异质材料内的泵浦光聚焦到目标粒子上,从而显著改善其光谱特征。我们发现,将 EYAD 晶体嵌入异质聚合物后,其热稳定性比裸晶体测量结果更佳,晶体在异质材料内保持荧光至 612 K 以上,而裸晶体的荧光则在 500 K 时完全熄灭。
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引用次数: 0
Peculiarities of the Dynamical Hydration Shell of Native Conformation Protein Using a Bovine Serum Albumin Example. 以牛血清白蛋白为例说明原生构象蛋白质动态水合壳的特殊性。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2024-10-01 Epub Date: 2024-06-17 DOI: 10.1177/00037028241261097
Nikita V Penkov

This paper describes an approach based on the method of terahertz time-domain spectroscopy, which allows the analysis of dynamical hydration shells of proteins with a thickness of 1-2 nm. Using the example of bovine serum albumin in three conformations, it is shown that the hydration shells of the protein are characterized by increased binding of water molecules in the primary hydration layers, and in more distant areas of hydration, on the contrary, the water structure is somewhat destroyed. The fraction of free or weakly bound molecules, usually observed in the structure of liquid water in hydration shells, become more numerous but its average binding is greater than in undisturbed water. The energy distribution of hydrogen bonds in hydration shells is narrowed compared to undisturbed water. All these manifestations of hydration are most pronounced for the native conformation of the protein. Also, the hydration shells of the native protein are characterized by a smaller number of hydrogen bonds and a tendency to decrease their average energy compared to non-native conformations. The fact of a pronounced peculiarity of the hydration shells of the protein in the native conformation has been noted for different proteins before. However, the methodological approach used in this work for the first time allowed this peculiarity to be described by specific parameters of the intermolecular structure and dynamics of water.

本文介绍了一种基于太赫兹时域光谱法的方法,该方法可以分析厚度为 1-2 纳米的蛋白质动态水合壳。以三种构象的牛血清白蛋白为例,研究表明蛋白质水合壳的特点是水分子在主要水合层的结合增加,相反,在较远的水合区域,水结构受到一定程度的破坏。通常在水合壳液态水结构中观察到的自由或弱结合分子部分变得更多,但其平均结合力大于未受干扰的水。与未受扰动的水相比,水合壳中氢键的能量分布变窄。所有这些水合现象在蛋白质的原生构象中最为明显。此外,与非原生构象相比,原生蛋白质水合壳的特点是氢键数量较少,平均能量趋于降低。蛋白质在原生构象中的水合壳具有明显的特殊性,这一点以前在不同的蛋白质中都注意到过。不过,这项研究首次采用了分子间结构和水动力学的特定参数来描述这种特殊性。
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引用次数: 0
Feasibility of a Fiber-Dispersive Raman Spectrometer for Biomarker Detection. EXPRESS:用于生物标记检测的光纤色散拉曼光谱仪的可行性。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2024-10-01 Epub Date: 2024-08-18 DOI: 10.1177/00037028241267892
Mariia Sidorova, Sergey G Pavlov, Ute Böttger, Mickael Baqué, Alexei D Semenov, Heinz-Wilhelm Hübers

Raman spectroscopy is among the top analytical techniques for ultra-low-dense organic matter, crucial to the search for life and analysis of celestial body surfaces in space exploration missions. Achieving the ultimate sensitivity of in-situ Raman spectroscopy necessitates a breakthrough in detecting inelastically scattered light. Single-photon detectors (SPDs) operating in photon counting mode, which can differentiate between Raman and luminescence responses, are promising candidates for the challenging scientific requirements. Since large SPD arrays are not yet commercially available, a dispersive element can be adapted to a single-pixel detector. By exploiting chromatic dispersion in optical fibers and picosecond-pulsed excitation, we delay the arrivals of different spectral components onto a single-pixel SPD. This method also separates weak Raman signals from stronger luminescence through correlated time-domain measurements. We study the impact of fiber properties and the excitation wavelength of a pulsed laser on the spectral resolution of the fiber-dispersive Raman spectrometer (FDRS). Additionally, we demonstrate the FDRS's potential for studying biomarkers and discuss its feasibility for analyzing inclusions in ice matrices.

拉曼光谱是超低密度有机物的顶级分析技术之一,对于太空探索任务中寻找生命和分析天体表面至关重要。要实现原位拉曼光谱的终极灵敏度,就必须在非弹性散射光的探测方面取得突破。在光子计数模式下工作的单光子探测器(SPD)可以区分拉曼和发光响应,是满足具有挑战性的科学要求的理想选择。由于大型 SPD 阵列尚未投入市场,因此可将色散元件改装成单像素探测器。通过利用光纤中的色度色散和皮秒脉冲激发,我们可以延迟不同光谱成分到达单像素 SPD 的时间。这种方法还能通过相关时域测量将微弱的拉曼信号与较强的发光信号分离开来。我们研究了光纤特性和脉冲激光器的激发波长对光纤色散拉曼光谱仪(FDRS)光谱分辨率的影响。此外,我们还展示了光纤色散拉曼光谱仪在研究生物标记物方面的潜力,并讨论了它在分析冰基质中夹杂物方面的可行性。
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引用次数: 0
Half-Inch Monolithic Spatial Heterodyne Raman Spectrometer: A Study of Polarized Raman Spectra of Organic Liquids and Instrumental Performance. 半英寸单片空间异频拉曼光谱仪:有机液体偏振拉曼光谱和仪器性能研究。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2024-10-01 Epub Date: 2024-06-10 DOI: 10.1177/00037028241257961
Evan M Kelly, Miles J Egan, Arelis Colόn, S Michael Angel, Shiv K Sharma

Raman spectroscopy allows for the unambiguous identification of materials through the inelastic scattering of light. This technique has a great many uses in various aspects of society from academic, scientific, and industry. This paper explores a specific type of Raman spectrometer called a spatial heterodyne Raman spectrometer (SHRSy), which is a variation of an interferometric spectrometer. It utilizes a Michelson interferometer and replaces the mirrors with gratings that transform it from a time-domain spectrometer to a spatial-domain spectrometer, allowing for the entirety of the spectrum to be captured at once. This study specifically tests a half-inch two-grating monolithic SHRS (½-in. 2g-mSHRS), which has a weight of <60 g and a size of 2.2 × 2.2 × 1.3 cm. To do this we excite a variety of organic liquids with a 532 nm neodymium-doped yttrium aluminum garnet (Nd:YAG) pulsed laser, using an excitation energy of 6.5 mJ/pulse and distance of 3 m in conjunction with an intensified charge-coupled device camera. This is the first time that the SHRS has been used for investigating polarized Raman spectra of liquids. We discuss and contrast the instrumental properties such as resolution, spectral range, étendue, and field of view with previously tested mSHRS to give context to the instrument's performance.

拉曼光谱可以通过光的非弹性散射对材料进行明确识别。这项技术在社会的学术、科学和工业等各个方面都有广泛的用途。本文探讨了一种特定类型的拉曼光谱仪,称为空间外差拉曼光谱仪(SHRSy),它是干涉光谱仪的一种变体。它利用迈克尔逊干涉仪,用光栅取代反射镜,将其从时域光谱仪转变为空间域光谱仪,从而可以一次性捕捉整个光谱。这项研究专门测试了半英寸双光栅单片式 SHRS(½-in.
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引用次数: 0
Advertising and Front Matter. 广告和封面。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2024-10-01 DOI: 10.1177/00037028241292113
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引用次数: 0
Coomassie Brilliant Blue G for Smart Colorimetric Determination of the Ionic Surfactants in Triton X-100 Solutions. 用于智能比色测定 Triton X-100 溶液中离子表面活性剂的 Coomassie 亮蓝 G。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2024-10-01 Epub Date: 2024-08-02 DOI: 10.1177/00037028241267900
Liudmyla Korzhan, Sergey Kulichenko, Serhii Lelyushok, Viktoriia Klovak

The conditions for the smart colorimetric determination of cetylpyridinium chloride and sodium dodecyl sulfate by reaction with Coomassie brilliant blue G (CBBG) have been proposed. The nature of the absorption and fluorescence spectra of aqueous solutions of CBBG as a function of acidity has been investigated. A variety of reagent forms and associations with ionic surfactants have been demonstrated. The composition of the associates formed in the CBBG-cationic surfactant system has been established. The increase in the analytical signal of the cationic surfactant and the stabilization of the colloid-chemical state of the system during reactions in the organized medium of the nonionic surfactant Triton X-100 has been demonstrated. These effects are realized through association in premicellar solutions and as a result of the solubilization of components in Triton X-100 micellar solutions. The addition of long-chain cationic surfactants to the reagent occurs with the replacement of the heteroatom proton. The absorption of CBBG-cationic surfactant associates solutions increases with the length of the cationic surfactant hydrocarbon chain. Ethanol additives decrease the aggregation of CBBG. The technique of cationic surfactant determination has been tested in the analysis of the pharmaceutical. The results show that the simplicity of analytical signal registration with satisfactory correctness and acceptably high sensitivity of determination is an advantage of the developed technique.

通过与库马西亮蓝 G(CBBG)反应,提出了智能比色测定十六烷基氯化吡啶和十二烷基硫酸钠的条件。研究了 CBBG 水溶液的吸收光谱和荧光光谱随酸度变化的性质。实验证明了多种试剂形式以及与离子表面活性剂的结合。确定了 CBBG-阳离子表面活性剂体系中形成的结合体的组成。在非离子表面活性剂 Triton X-100 的组织介质中进行反应时,阳离子表面活性剂的分析信号增加,体系的胶体化学状态稳定。这些效果是通过前胶体溶液中的结合以及 Triton X-100 胶体溶液中成分的增溶作用实现的。长链阳离子表面活性剂加入试剂后,杂原子质子会被置换。CBBG 阳离子表面活性剂联营体溶液的吸收量随阳离子表面活性剂碳氢链的长度而增加。乙醇添加剂可减少 CBBG 的聚集。阳离子表面活性剂测定技术已在药品分析中进行了测试。结果表明,所开发技术的优点是分析信号登记简单,正确性令人满意,测定灵敏度高。
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引用次数: 0
Photoacoustic Spectroscopy of Titanium Dioxide, Niobium Pentoxide, Titanium:Niobium, and Ruthenium-Modified Oxides Synthesized Using Sol-Gel Methodology. EXPRESS:利用溶胶-凝胶法合成的二氧化钛、五氧化二铌、钛铌和钌改性氧化物的光声光谱学。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2024-10-01 Epub Date: 2024-08-11 DOI: 10.1177/00037028241268158
Daniele T Dias, Andressa O Rodrigues, Pietra B Pires, Betina C Semianko, Maria E K Fuziki, Giane G Lenzi, Simone R F Sabino

The aim of this work was the development and morphological/chemical, spectroscopic, and structural characterization of titanium dioxide, niobium pentoxide, and titanium:niobium (Ti:Nb) oxides, as well as materials modified with ruthenium (Ru) with the purpose of providing improvement in photoactivation capacity with visible sunlight radiation. The new materials synthesized using the sol-gel methodology were characterized using the following techniques: scanning electron microscopy (SEM), energy dispersive X-ray spectroscopy (EDS), photoacoustic spectroscopy (PAS), and X-ray diffraction (XRD). The SEM-EDS analyses showed the high purity of the bases, and the modified samples showed the adsorption of ruthenium on the surface with the crystals' formation and visible agglomerates for higher calcination temperature. The nondestructive characterization of PAS in the ultraviolet visible region suggested that increasing calcination temperature promoted changes in chemical structures and an apparent decrease in gap energy. The separation of superimposed absorption bands referring to charge transfers from the ligand to the metal and the nanodomains of the transition metals suggested the possible absorption centers present at the absorption threshold of the analyzed oxides. Through the XRD analysis, the formation of stable phases such as T-Nb16.8O42, o-Nb12O29, and rutile was observed at a lower temperature level, suggesting pore induction and an increase in surface area for the oxides studied, at a calcination temperature below that expected by the related literature. In addition, the synthesis with a higher temperature level altered the previously existing morphologies of the Ti:Nb, base and modified with Ru, forming the new mixed crystallographic phases Ti2Nb10O29 and TiNb2O7, respectively. As several semiconductor oxide applications aim to reduce costs with photoexcitation under visible light, the modified Ti:Ru oxide calcined at a temperature of 800 °C and synthesized according to the sol-gel methodology used in this work is suggested as the optimum preparation point. This study presented the formation of a stable crystallographic phase (rutile), a significant decrease in gap energy (2.01 eV), and a visible absorption threshold (620 nm).

这项研究的目的是开发二氧化钛、五氧化二铌、钛铌(Ti:Nb)氧化物以及用钌(Ru)修饰的材料,并对其进行形态/化学、光谱和结构表征,以提高其在可见光辐射下的光活化能力。采用溶胶-凝胶法合成的新材料通过以下技术进行了表征:扫描电子显微镜(SEM)、能量色散 X 射线光谱(EDS)、光声光谱和 X 射线衍射。SEM-EDS 分析表明碱的纯度很高,改性样品表面吸附了钌,形成了晶体,煅烧温度越高,可见的团聚体越多。紫外-可见(UV-Vis)区光声光谱的无损表征表明,煅烧温度的升高促进了化学结构的变化和间隙能的明显降低。从配体到金属的电荷转移和过渡金属的纳米域的叠加吸收带的分离表明,在所分析的氧化物的吸收阈值处可能存在吸收中心。通过 XRD 分析,在较低温度下观察到 T-Nb16.8O42、o-Nb12O29 和金红石等稳定相的形成,这表明所研究的氧化物在低于相关文献预期的煅烧温度下会诱发孔隙和增加表面积。此外,较高温度下的合成改变了 Ti:Nb、基体和 Ru 改性氧化物先前存在的形态,分别形成了新的混合晶相 Ti2Nb10O29 和 TiNb2O7。由于一些半导体氧化物应用旨在通过可见光下的光激发来降低成本,因此建议将在 800 °C 温度下煅烧的改性 Ti:Ru 氧化物作为最佳制备点,并采用本研究中使用的溶胶-凝胶方法进行合成。这种材料形成了稳定的晶体相(金红石型),间隙能显著降低(2.01 eV),并具有可见光吸收阈值(620 nm)。
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引用次数: 0
In Situ Quantification of Carbonate Species Concentrations, pH, and pCO2 in Calcite Fluid Inclusions Using Confocal Raman Spectroscopy. 利用共焦拉曼光谱对方解石流体包裹体中的碳酸盐物种浓度、pH 值和 pCO2 进行原位定量。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2024-10-01 Epub Date: 2024-09-05 DOI: 10.1177/00037028241275192
Michael Naylor Hudgins, Todd K Knobbe, Julia Hubbard, Andrew Steele, Justin G Park, Morgan F Schaller

Carbonate minerals are globally distributed on the modern and ancient Earth and are abundant in terrestrial and marine depositional environments. Fluid inclusions hosted by calcite retain primary signatures of the source fluid geochemistry at the time of mineral formation (i.e., pCO2) and can be used to reconstruct paleoenvironments. Confocal laser Raman spectroscopy provides a quick, nondestructive approach to measuring the constituents of fluid inclusions in carbonates and is a reliable method for qualitatively determining composition in both the aqueous and gas phases. Here, we demonstrate a method for accurately quantifying bicarbonate and carbonate ion concentrations (down to 20 mM) and pH (7-11) from calcite fluid inclusions using confocal Raman spectroscopy. Instrument calibrations for carbonate (CO32-) and bicarbonate (HCO3-) concentrations and pH were performed using stock solutions. We show that the calcite host mineral does not affect the accurate quantification of carbonate solution concentrations and that these parameters can be used to estimate the pH and pCO2 of a solution entrapped within a fluid inclusion. We apply the technique to Icelandic spar calcite and find a [CO32-] = 0.11, [HCO3-] = 0.17, pH = 10.1, and CO2 parts per million = 2217. The presence of gaseous Raman bands for CO2, CH4, and H2S suggests that the mineral precipitated in a reducing environment.

碳酸盐矿物遍布现代和远古地球,在陆地和海洋沉积环境中含量丰富。方解石包裹体保留了矿物形成时源流体地球化学的主要特征(即 pCO2),可用于重建古环境。共焦激光拉曼光谱提供了一种快速、无损的方法来测量碳酸盐岩中流体包裹体的成分,是定性确定水相和气相成分的可靠方法。在此,我们展示了一种利用共焦拉曼光谱准确量化方解石流体包裹体中碳酸氢根离子和碳酸根离子浓度(低至 20 mM)和 pH 值(7-11)的方法。使用储备溶液对碳酸盐(CO32-)和碳酸氢盐(HCO3-)浓度和 pH 值进行了仪器校准。我们的研究表明,方解石主矿物不会影响碳酸盐溶液浓度的精确定量,这些参数可用于估算流体包裹体中溶液的 pH 值和 pCO2。我们将该技术应用于冰岛麻粒方解石,发现[CO32-] = 0.11,[HCO3-] = 0.17,pH = 10.1,二氧化碳的百万分之一 = 2217。CO2、CH4 和 H2S 气体拉曼带的存在表明,该矿物是在还原环境中沉淀的。
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引用次数: 0
Estimation of the Global Equivalence Ratio of a Swirl Combustor from a Small Number of Absorption Spectra Using Machine Learning. 快讯:利用机器学习从少量吸收光谱估算漩涡燃烧器的全局等效比。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2024-10-01 Epub Date: 2024-08-22 DOI: 10.1177/00037028241268279
Cheolwoo Bong, Seong-Kyun Im, Hyungrok Do, Moon Soo Bak

A new optical diagnostic method that predicts the global fuel-air equivalence ratio of a swirl combustor using absorption spectra from only three optical paths is proposed here. Under normal operation, the global equivalence ratio and total flow rate determine the temperature and concentration fields of the combustor, which subsequently determine the absorption spectra of any combustion species. Therefore, spectra, as the fingerprint for a produced combustion field, were employed to predict the global equivalence ratio, one of the key operational parameters, in this study. Specifically, absorption spectra of water vapor at wavenumbers around 7444.36, 7185.6, and 6805.6 cm-1 measured at three different downstream locations of the combustor were used to predict the global equivalence ratio. As it is difficult to find analytical relationships between the spectra and produced combustion fields, a predictive model was a data-driven acquisition. The absorption spectra as an input were first feature-extracted through stacked convolutional autoencoders and then a dense neural network was used for regression prediction between the feature scores and the global equivalence ratio. The model could predict the equivalence ratio with an absolute error of ±0.025 with a probability of 96%, and a gradient-weighted regression activation mapping analysis revealed that the model leverages not only the peak intensities but also the variations in the shape of absorption lines for its predictions.

本文提出了一种新的光学诊断方法,该方法仅利用三条光路的吸收光谱来预测漩涡燃烧器的整体燃料-空气等效比。在正常运行情况下,全局等效比和总流量决定了燃烧器的温度场和浓度场,随后决定了任何燃烧物的吸收光谱。因此,在本研究中,光谱作为产生的燃烧场的指纹,被用来预测全局当量比(关键运行参数之一)。具体来说,在燃烧器下游三个不同位置测量到的波长分别为 7444.36、7185.6 和 6805.6 cm-1 左右的水蒸气吸收光谱被用来预测全局当量比。由于很难找到光谱和产生的燃烧场之间的分析关系,因此预测模型是一种数据驱动的采集。作为输入的吸收光谱首先通过堆叠卷积自动编码器(CAE)进行特征提取,然后使用密集神经网络(DNN)对特征得分和全局当量比进行回归预测。梯度加权回归激活映射分析表明,该模型不仅能利用峰强度,还能利用吸收线形状的变化进行预测。
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引用次数: 0
Redefining Spectral Data Analysis with Immersive Analytics: Exploring Domain-Shifted Model Spaces for Optimal Model Selection. 用沉浸式分析重新定义频谱数据分析:探索领域偏移模型空间,优化模型选择。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2024-09-28 DOI: 10.1177/00037028241280669
Jordan M J Peper, John H Kalivas

Modern developments in autonomous chemometric machine learning technology strive to relinquish the need for human intervention. However, such algorithms developed and used in chemometric multivariate calibration and classification applications exclude crucial expert insight when difficult and safety-critical analysis situations arise, e.g., spectral-based medical decisions such as noninvasively determining if a biopsy is cancerous. The prediction accuracy and interpolation capabilities of autonomous methods for new samples depend on the quality and scope of their training (calibration) data. Specifically, analysis patterns within target data not captured by the training data will produce undesirable outcomes. Alternatively, using an immersive analytic approach allows insertion of human expert judgment at key machine learning algorithm junctures forming a sensemaking process performed in cooperation with a computer. The capacity of immersive virtual reality (IVR) environments to render human comprehensible three-dimensional space simulating real-world encounters, suggests its suitability as a hybrid immersive human-computer interface for data analysis tasks. Using IVR maximizes human senses to capitalize on our instinctual perception of the physical environment, thereby leveraging our innate ability to recognize patterns and visualize thresholds crucial to reducing erroneous outcomes. In this first use of IVR as an immersive analytic tool for spectral data, we examine an integrated IVR real-time model selection algorithm for a recent model updating method that adapts a model from the original calibration domain to predict samples from shifted target domains. Using near-infrared data, analyte prediction errors from IVR-selected models are reduced compared to errors using an established autonomous model selection approach. Results demonstrate the viability of IVR as a human data analysis interface for spectral data analysis including classification problems.

自主化学计量学机器学习技术的现代发展致力于放弃对人工干预的需求。然而,当出现困难和对安全至关重要的分析情况时,例如基于光谱的医疗决策(如无创确定活检是否为癌症),在化学计量多元校准和分类应用中开发和使用的此类算法就会排除关键的专家洞察力。自主方法对新样本的预测准确性和插值能力取决于其训练(校准)数据的质量和范围。具体来说,如果目标数据中的分析模式没有被训练数据捕获,就会产生不理想的结果。另外,使用沉浸式分析方法可以在机器学习算法的关键节点插入人类专家的判断,形成一个与计算机合作执行的感知决策过程。沉浸式虚拟现实(IVR)环境能够模拟现实世界的遭遇,呈现人类可理解的三维空间,这表明它适合作为数据分析任务的混合沉浸式人机界面。使用 IVR 可以最大限度地利用人体感官对物理环境的本能感知,从而利用我们与生俱来的识别模式和可视化阈值的能力,这对减少错误结果至关重要。在这个首次将 IVR 用作光谱数据沉浸式分析工具的项目中,我们研究了一种集成 IVR 实时模型选择算法,该算法适用于一种最新的模型更新方法,该方法可调整原始校准域的模型,以预测移动目标域的样本。利用近红外数据,IVR 选择模型的分析物预测误差比使用既定自主模型选择方法的误差要小。结果表明,IVR 作为光谱数据分析(包括分类问题)的人类数据分析界面是可行的。
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引用次数: 0
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Applied Spectroscopy
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