基于深度学习的相对地质时间体估计方法

常规自动解释方法难以正确追踪三维地震数据体中被断层错断的地震反射层位。为此,提出了基于深度学习的相对地质时间体估计方法。首先,针对相对地质时间体估计需求,设计一个由编码器—解码器框架组成的相对地质时间体估计网络;其次,采用结构相似性准则为损失函数,利用生成的准确标注合成训练数据集对相对地质时间体估计网络进行训练,使其具备准确地从地震数据体中估计相对地质时间体的能力;最后,通过提取多个恒定的相对地质时间体等值面实现多个地震反射层位的自动追踪。测试结果表明,该方法不仅在验证数据集上显示出优异性能,而且在实际地震数据体上也获得了较好效果;利用估计的相对地质时间体能够一次性获得多个能够表征地层空间形态的地震反射层位。     

负氢离子释放剂对2-甲基-2-丁烯氢转移反应的影响

负氢离子转移反应是氢转移反应的基元反应,促进负氢离子转移反应可以强化选择性氢转移反应。在反应温度510 ℃、剂/油质量比5、质量空速12 h^-1、N₂气氛条件下,分别考察了四氢萘和十氢萘作为负氢离子释放剂对2-甲基-2-丁烯氢转移反应的影响。结果表明：四氢萘和十氢萘均能有效地促进2-甲基-2-丁烯发生选择性氢转移反应,产物中C₅烯烃产率由52.95%最低分别降至37.83%和17.03%,异戊烷产率由17.80%最高分别增加至42.98%和54.58%,焦炭产率由5.28%最低分别降至3.11%和2.85%;且十氢萘比四氢萘具有更好的供氢能力,相同含量的十氢萘对于产物中烯烃产率的降低幅度、异构烷烃产率和选择性的增加幅度的影响均比四氢萘更大,对焦炭产率的抑制作用更强。在含烯烃汽油中分别加入质量分数10%四氢萘和十氢萘后,烯烃产率由11.20%分别降低至5.48%和4.01%;同时能够很好地抑制焦炭的生成,尤其加入十氢萘后焦炭产率由5.30%降到2.82%。     

基于随机森林算法的泥页岩孔隙度预测

准确、快速地获取泥页岩孔隙度对页岩油空间分布及勘探目标预测具有重要意义。针对利用测井响应方程预测孔隙度精度较低的问题,建立一种基于随机森林算法的孔隙度预测模型,与BP 神经网络、支持向量机和XGBoost 算法进行预测精度对比,并利用SHAP 方法分析测井参数的重要性和影响范围。研究结果表明：随机森林算法可以很好地预测泥页岩孔隙度,且预测效果好于BP 神经网络、支持向量机和XGBoost 算法;基于随机森林算法的泥页岩孔隙度预测在渤海湾盆地某凹陷应用发现,对模型预测孔隙度最重要的前3 项测井参数为补偿中子、自然伽马和普通视电阻率;基于随机森林算法的泥页岩孔隙度预测模型可以快速识别单井孔隙度,不仅可以弥补因无法连续取心而难以获取完整孔隙度分布特征的问题,还能大幅提高孔隙度预测效率与精度。     

钒对USY型分子筛的影响及氧化镧在钒捕集中的作用

模拟催化裂化高温水热再生环境,采用X射线衍射、N₂物理吸附、高分辨电子透射显微镜与NH₃-程序升温热脱附等方法,研究了重金属元素钒(V)对催化剂活性组分水热超稳Y型分子筛(USY型分子筛)的破坏行为;在此基础上,研究了稀土氧化物氧化镧(La₂O₃)对重金属V的捕集作用。结果表明：当分子筛负载较高质量分数的V时,分子筛的晶体结构遭到严重破坏;与未负载V的催化剂相比,负载质量分数为0.5%的催化剂,转化率降低了16.3个百分点,目标产物(液化气和汽油)收率显著降低,副产物干气、焦炭收率大幅增加;向模型催化剂中添加La₂O₃可以提高催化剂的重金属V捕集能力,在V负载质量分数为0.6%的情况下,含有La₂O₃的模型催化剂的原料油转化率和目标产物收率大幅增加。     

Non-coalescence and chain formation of droplets under an alternating current electric field

The dynamic behaviors of two droplets and droplet cluster under an alternating current (AC) electric field are investigated. Two droplets generally undergo transformation from complete coalescence to partial coalescence and finally to non-coalescence as the electric capillary number Ca_p increases. The critical electric capillary number Ca_pc for complete coalescence in the AC electric field remains unchanged and is twice as large as that in the direct current (DC) electric field when the frequency f ≥ 250 Hz. Charge transfer and reversal of electric field result in the reversal of the direction of electric force, which is the fundamental mechanism of non-coalescence of two droplets and chain formation in droplet cluster. The number of rebounds dramatically increases as f increases, promoting the stability of droplet chain. The droplet chains in the high-frequency AC electric field are longer and more stable than those in the low-frequency AC electric field.     

Full color white light,temperature self-monitor,and thermochromatic effect of Cu+ and Tm3+ codoped germanate glasses

Lighting sources with full-color visible output are widely preferred in practical applications. In addition, modern lighting sources also tend to be intelligentized, and the intelligentization asks for smart luminescence materials. In this work, we attempt to develop novel full-color emitting material with temperature sensing and thermochromatic ability. To this end, the Cu²⁺ is successfully reduced to Cu⁺ which is incorporated into the germanate glasses. The glasses are prepared via a melt-quenching technique using graphite powders as reducing reagent. The supper-broadening of the excitation and the emission spectra of Cu⁺ in the germanate glasses are observed. Full-color emission is realized by introducing Tm³⁺ as co-dopant to provide the blue component in the spectra. The energy transfer behavior between Cu⁺ and Tm³⁺ is investigated, and it is found that these two luminescence centers are independently existent without energy transfer between them. The chromatic properties of the Cu⁺/Tm³⁺ co-doped glasses are tuned by Tm³⁺ concentration and excitation wavelength. The temperature sensing based on the fluorescence intensity ratio technique is demonstrated, and a constant sensitivity for the temperature detection is obtained. Moreover the thermochromatic property is also investigated, and it is found that the studied Cu⁺/Tm³⁺-doped glasses exhibit excellent thermochromatic performance.     

Sintering parameter optimization of Tb3Al5O12 magneto-optical ceramics by vacuum sintering and HIP post-treatment

Transparent terbium aluminum garnet (TAG) ceramics were achieved by the vacuum sintering plus HIP post-treating from the coprecipitated TAG nanoparticles. The influences of vacuum sintering temperature and sintering aid TEOS on the optical quality of the TAG ceramics were studied. The results show that with the increase of sintering temperature, the optical quality of TAG ceramics is improved gradually, and the in-line transmittance of the TAG ceramics treated at 1720°C for 20 hours under vacuum and then HIP post-treated at 1700°C for 3 hours under 200 MPa argon gas is 81.6% at 1064 nm. The sintering additive TEOS can improve the optical quality of TAG ceramics and inhibit the valence state change of Tb³⁺ ions to Tb⁴⁺ during the annealing process. The Verdet constant of the TAG ceramics at 632.8 nm is about −178 rad·T⁻¹·m⁻¹ at room temperature, which is 1.3 times that of the commercial TGG crystals (−134 rad·T⁻¹·m⁻¹).     

Valence-induced effects on the electrical properties of NiMn2O4 ceramics with different Ni sources

Spinel-structured NiMn₂O₄ ceramics, with different valence Ni sources, were originally prepared using Ni₂O₃ and NiO as raw materials, and the effects of different valence Ni sources on their electrical properties were first investigated. XRD patterns show that both Ni₂O₃-based and NiO-based NiMn₂O₄ ceramics are single cubic spinel structures. SEM/EDS images indicate that the NiMn₂O₄ ceramics exhibited high density at the experiment-determined sintering temperatures. XPS results and Raman drifts prove that the Ni valence-induced changes in Mn ions at B sites played a significant role in the electrical properties and thermal stability of NiMn₂O₄ ceramics. Compared with NiO-based NiMn₂O₄, the resistivity at 25°C (ρ_25°C) of Ni₂O₃-based NiMn₂O₄ increased dramatically from 3109 to 106958 Ω cm, the thermal constant (B_25/50) increased from 3264 to 4473 K, and the resistance shifts after annealing for 1000 h at 150°C decreased from 0.80% to 0.74%. The investigation of the relationship between the material properties and valence of Ni sources has provided a new and effective way for designing the spinel-structured negative temperature coefficient (NTC) materials by modulating the valence of ions at A sites in the raw materials.     

Single phase multi color emitting Ca2LuTaO6: Dy3+/Eu3+ double perovskite oxide phosphors

The trivalent rare-earth (RE³⁺) doped phosphors show tremendous achievement in narrow band multicolor line emission for various applications. However, the 4f–4f absorption transition of these ions is forbidden in UV and blue light excitation. Usually, a sensitizer having spin allowed transition was used as a co-dopant to excite these ions via the energy transfer phenomenon. Another approach promisingly using to excite these ions by efficient energy transfer from the intrinsic emission of the Ca₂LuTaO₆ double perovskite phosphors host lattice. Phosphors of Ca₂LuTaO₆ with double perovskite structure were synthesized by using a high-temperature solid-state reaction method. The produced Ca₂LuTaO₆ double perovskite phosphors show an intrinsic broad band emission centered at 424 nm under the excitation of 313 nm UV light. The origin of this broad band blue emission was deeply investigated by using computation and experimental approaches. The trivalent activator Dy³⁺ and Eu³⁺ were doped is a single and co-dopant in the produced Ca₂LuTaO₆ phosphors to check their excitation in UV and near-UV spectral region. X-ray diffraction and scanning electron microscopy were used to investigate the structure and phase analysis. Various characterizations such as photoluminescence excitation, emission, and CIE chromaticity coordinates were measured which illustrate the potential of Dy³⁺ and Eu³⁺ activated Ca₂LuTaO₆ double perovskite phosphors for narrow band multicolor line emission for various applications.     

An International Collaborative Study on Trypsin Inhibitor Assay for Legumes,Cereals, and Related Products

For determining trypsin inhibitor activity (TIA) in soy products, the American Oil Chemists' Society (AOCS) Method Ba 12-75 has been used. It measures differences in absorbance at 410 nm of bovine trypsin activity toward a synthetic substrate (Nα-benzoyl-DL-arginine-p-nitroanilide) in the absence and presence of an inhibitor. Recently, a significantly improved method was developed (JAOCS, 2019, 96:635–645), featuring 5 mL of total assay volume, enzyme-last sequence, and single inhibitor level in duplicate. It is proposed as the AOCS Method Ba 12a-2020. As a part of the AOCS method approval process, a collaborative study involving 12 international laboratories was conducted to evaluate the performance of the proposed method. The study involved measuring TIA in 10 selected test samples plus a blind duplicate. They included soybeans, pulses, cereals, and their processed products (flours, concentrates, and isolates). After rigorous statistical treatment of the data, only three outliers were removed from the data of two samples. Repeatability relative standard deviations (RSDr) for the 11 samples ranged from 0.99% to 5.52%. Reproducibility RSD (RSD_R) ranged from 7.07% to 22.92%, with seven samples having RSD_R around 10% or less. The remaining four samples had very low TIA, and their RSD_R values ranged from 13.34% to 22.92%. The study has demonstrated reliable performance of the proposed AOCS method. Several collaborators carried out additional experiments addressing some aspects of the method, leading to further refinements. The proposed method is undergoing evaluation by the AOCS Uniform Methods Committee for adoption as an Official Method for measuring TIA in various legume and grain products.