• Complex
  • Title
  • Keyword
  • Abstract
  • Scholars
  • Journal
  • ISSN
  • Conference
搜索

Query:

Refining:

Clean All

Sort by:
Default
  • Default
  • Title
  • Year
  • WOS Cited Count
  • Scoups Cited Count
  • CNKI Cited Count
  • Wanfang Cited Count
  • CQVIP Cited Count
  • Impact factor
  • Ascending
  • Descending
< Page ,Total 18190 >
Epigenetic Dysregulation and Osteocyte Senescence: Convergent Drivers of Osteosarcopenia in Aging Bone and Muscle SCIE
期刊论文 | 2026 | AGING AND DISEASE
Abstract & Keyword Cite

Abstract :

Osteosarcopenia the concurrent deterioration of bone (osteoporosis) and muscle (sarcopenia) represents a critical yet understudied geriatric syndrome that synergistically amplifies frailty, fractures, and loss of independence in aging populations. This dual pathology imposes a staggering socioeconomic burden through increased disability, prolonged hospitalization, and elevated mortality. Despite its clinical urgency, therapeutic advances remain stagnant, as current interventions e.g., bisphosphonates, vitamin D supplementation are palliative and fail to address the shared molecular drivers of bone-muscle crosstalk. Emerging evidence implicates cellular senescence and epigenetic dysregulation as convergent mechanisms driving osteosarcopenia. Senescent osteocytes, burdened by oxidative stress and mitochondrial dysfunction, secrete pro-inflammatory cytokines e.g., IL-6, TNF-alpha and matrix-degrading enzymes (e.g., MMPs) via the senescence-associated secretory phenotype (SASP), which erodes bone integrity and propagates muscle atrophy. Simultaneously, epigenetic alterations DNA hypermethylation of osteogenic genes RUNX2, histone deacetylation repressing myogenesis MYOD1, and dysregulated non-coding RNAs (miR-133, miR-214) lock musculoskeletal tissues into a degenerative state. These processes are exacerbated by age-related inflammaging and metabolic disturbances e.g., NAD+ depletion, which amplify oxidative stress and chromatin instability. The synergy between senescence and epigenetics in perpetuating osteosarcopenia remains poorly defined. Most preclinical models overlook comorbidities (e.g., diabetes, chronic inflammation) that accelerate musculoskeletal decline. Current therapies senolytics, histone deacetylase (HDAC) inhibitors lack tissue specificity and exhibit pleiotropic effects. This review addresses these gaps by synthesizing cutting-edge insights into the senescenceepigenetics axis as a unifying driver of osteosarcopenia. By elucidating how SASP factors (e.g., myostatin) and epigenetic reprogramming e.g., sirtuin 1 (SIRT1) hypermethylation disrupt bone-muscle crosstalk, we propose novel strategies to break the self-sustaining cycle of tissue degeneration. We highlight the promise of precision geroscience leveraging CRISPR-engineered organoids, multi-omics profiling, and AI-driven biomarkers to decode tissue-specific vulnerabilities and design dual-target therapies e.g., senolytics ++ bromodomain and extra-terminal (BET) inhibitors.

Keyword :

Epigenetic Remodeling Osteosarcopenia Senolytics SASP Oxidative Stress Osteocyte Senescence Bone-Muscle Crosstalk Non-Coding RNAs DNA Methylation Mitochondrial Dysfunction

Cite:

Copy from the list or Export to your reference management。

GB/T 7714 Nusrat, Shahneela , Din, Rahman Ud , Tariq, Muhammad Akram et al. Epigenetic Dysregulation and Osteocyte Senescence: Convergent Drivers of Osteosarcopenia in Aging Bone and Muscle [J]. | AGING AND DISEASE , 2026 .
MLA Nusrat, Shahneela et al. "Epigenetic Dysregulation and Osteocyte Senescence: Convergent Drivers of Osteosarcopenia in Aging Bone and Muscle" . | AGING AND DISEASE (2026) .
APA Nusrat, Shahneela , Din, Rahman Ud , Tariq, Muhammad Akram , Yang, Haisheng . Epigenetic Dysregulation and Osteocyte Senescence: Convergent Drivers of Osteosarcopenia in Aging Bone and Muscle . | AGING AND DISEASE , 2026 .
Export to NoteExpress RIS BibTex
Response of wind turbine loads to multi-scale turbulent structures: a study based on turbulence signals observed in the field EI SCIE Scopus
期刊论文 | 2026 , 42 (2) | ACTA MECHANICA SINICA
Abstract & Keyword Cite

Abstract :

Accurately assessing the impact of turbulence structures on load fluctuation is crucial for the long-term stable operation of wind turbines. Based on turbulence signals observed at the Qingtu Lake Observed Array in China, the aerodynamic load responses of the wind turbine to different turbulence scales are quantitatively analyzed in this study. The results indicate that very large-scale motions (VLSMs) are associated with significant load fluctuations due to its low frequency and high energy characteristics, increasing the risk of extreme loads. Large-scale motions coupled with the natural frequency of wind turbines in the medium frequency range, result in resonance phenomena. Small-scale motions, due to their high-frequency rapid vibration characteristics, cause instantaneous oscillations in wind turbine loads. Furthermore, correlation analysis indicates that the flapwise moment and thrust are most sensitive to VLSMs, while the edgewise moment is less affected by the scale characteristics. It is worth noting that this study is the first to explore the modulation effects of different scales of turbulent structures on the amplitude of wind turbine load fluctuation. It was found that turbulent structures exceeding a scale of 3 delta have the most significant impact on modulating the load amplitudes, where delta is the boundary layer thickness, which is 99% of the flow velocity outside the boundary layer. These findings contribute to the enhancement of understanding regarding the load response of wind turbines in multi-scale turbulent environments and provide important references for the optimization of wind turbine design and load control. (sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic). (sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic), (sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic). (sic)(sic)(sic)(sic), (sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic),(sic)(sic)(sic)(sic)(sic), (sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic), (sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic); (sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic), (sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic); (sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic),(sic)(sic)(sic)(sic)(sic)(sic)(sic), (sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic). (sic)(sic), (sic)(sic)(sic)(sic)(sic)(sic)(sic), (sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic), (sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic). (sic)(sic)(sic)(sic)(sic)(sic), (sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic). (sic)(sic)(sic)(sic), (sic)(sic)3 delta(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic), (sic)(sic)delta(sic)(sic)(sic)(sic)(sic)(sic). (sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic), (sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic).

Keyword :

Wind turbine load response Field observation experiment Wavelet analyze Multi-scale turbulent structures

Cite:

Copy from the list or Export to your reference management。

GB/T 7714 Chai, Yongfen , Wang, Yan , Li, Haolin et al. Response of wind turbine loads to multi-scale turbulent structures: a study based on turbulence signals observed in the field [J]. | ACTA MECHANICA SINICA , 2026 , 42 (2) .
MLA Chai, Yongfen et al. "Response of wind turbine loads to multi-scale turbulent structures: a study based on turbulence signals observed in the field" . | ACTA MECHANICA SINICA 42 . 2 (2026) .
APA Chai, Yongfen , Wang, Yan , Li, Haolin , Zhang, Jingjing , Zheng, Jian . Response of wind turbine loads to multi-scale turbulent structures: a study based on turbulence signals observed in the field . | ACTA MECHANICA SINICA , 2026 , 42 (2) .
Export to NoteExpress RIS BibTex
Surface-state-constrained topological insulator Bi2Te3 nanorods for electromagnetic wave trapping and conversion into electricity EI Scopus
期刊论文 | 2026 , 244 , 149-155 | Journal of Materials Science and Technology
Abstract & Keyword Cite

Abstract :

Electromagnetic waves have potential application prospects in wireless power transmission. However, the performance of existing electromagnetic wave converting materials is constrained by inherent limitations, which renders them insufficient to meet the demand of wireless energy transmission. Herein, we report topological insulator Bi2Te3 nanorods for converting electromagnetic waves into electricity, taking advantage of surface-state-constrained electrical transport characteristics and thermoelectric conversion capacity. Surface-state-constrained electrical transport characteristics endow the metastructure composed of Bi2Te3 nanorods with excellent microwave absorption performance, with an effective absorbing bandwidth of 13.3 GHz and a minimum reflection loss of −57 dB at a thickness of 5.3 mm thickness. Depending on the favorable conductivity, quantum confinement effect and phonon scattering of the nanorod structure, Bi2Te3 nanorods exhibit outstanding thermoelectric conversion performance at 573 K (ZT = 1.12), suggesting the feasibility for compatible excellent microwave absorbing and thermoelectric properties with a single material. This work provides a promising solution to the application of electromagnetic waves in wireless power supply. © 2025

Keyword :

Circular waveguides Tellurium compounds Thermoelectric energy conversion Thermoelectricity Electric insulators Nanorods Electromagnetic waves Magnetic materials Surface states Wave transmission Topological insulators Bismuth compounds Thermoelectric equipment Inductive power transmission

Cite:

Copy from the list or Export to your reference management。

GB/T 7714 Liu, Xue-Hao , Cai, Jia-Ning , Zhang, Jun-Ying et al. Surface-state-constrained topological insulator Bi2Te3 nanorods for electromagnetic wave trapping and conversion into electricity [J]. | Journal of Materials Science and Technology , 2026 , 244 : 149-155 .
MLA Liu, Xue-Hao et al. "Surface-state-constrained topological insulator Bi2Te3 nanorods for electromagnetic wave trapping and conversion into electricity" . | Journal of Materials Science and Technology 244 (2026) : 149-155 .
APA Liu, Xue-Hao , Cai, Jia-Ning , Zhang, Jun-Ying , Zhao, Pei-Yan , Wang, Guang-Sheng , Bi, Song et al. Surface-state-constrained topological insulator Bi2Te3 nanorods for electromagnetic wave trapping and conversion into electricity . | Journal of Materials Science and Technology , 2026 , 244 , 149-155 .
Export to NoteExpress RIS BibTex
Enhancing tensile strength and oxidation resistance simultaneously for W-Cu composite by versatile Cr EI Scopus
期刊论文 | 2026 , 243 , 15-27 | Journal of Materials Science and Technology
Abstract & Keyword Cite

Abstract :

High mechanical properties and oxidation resistance are simultaneously demanded in high-temperature applications of W-Cu composites. In this study, both tensile strength and oxidation resistance were remarkably enhanced for the W-Cu composite by introducing the versatile Cr element. It was found that after liquid-state sintering, Cr had a multiscale distribution ranging from atomic to submicron scales. A high tensile strength of the Cr-containing W-Cu composite was attributed to multiple reinforcement, including submicron-scale dispersive Cr oxide particles, ultrafine-grained structure of W, coherent interfaces between Cr-rich nanoparticles and matrix, and enhanced bonding at W grain boundaries. The segregation of Cr atoms facilitates electronic coupling with the W atoms, thereby strengthening the W grain boundaries and reducing intergranular fracture in the W phase. Furthermore, the Cr-containing W-Cu composite exhibited much stronger oxidation resistance in a high temperature range of 700–1000 °C than the W-Cu counterpart. In the W-Cu-Cr composite, self-passivation occurs at high temperatures, where a continuous and compact Cr2WO6 layer effectively inhibits oxygen diffusion into the interior region, while simultaneously hindering Cu diffusion into the oxide layer, thus preventing the formation of pores at Cu/oxide layer interfaces. This study provides insight for further development of W-Cu based composites with superior integrated performance. © 2025

Keyword :

Grain boundary sliding Tensile strength Tenacity

Cite:

Copy from the list or Export to your reference management。

GB/T 7714 Wei, Xianneng , Hou, Chao , Han, Tielong et al. Enhancing tensile strength and oxidation resistance simultaneously for W-Cu composite by versatile Cr [J]. | Journal of Materials Science and Technology , 2026 , 243 : 15-27 .
MLA Wei, Xianneng et al. "Enhancing tensile strength and oxidation resistance simultaneously for W-Cu composite by versatile Cr" . | Journal of Materials Science and Technology 243 (2026) : 15-27 .
APA Wei, Xianneng , Hou, Chao , Han, Tielong , Li, Yurong , Lu, Hao , Liu, Keli et al. Enhancing tensile strength and oxidation resistance simultaneously for W-Cu composite by versatile Cr . | Journal of Materials Science and Technology , 2026 , 243 , 15-27 .
Export to NoteExpress RIS BibTex
A nonparametric test for the heterogeneity of the spatial autoregressive parameter SCIE Scopus
期刊论文 | 2026 , 240 | Journal of Statistical Planning and Inference
Abstract & Keyword Cite

Abstract :

We propose a new test for the heterogeneity of the spatial autoregressive parameter in semiparametric varying-coefficient spatial autoregressive models. Our specification test is built on the difference of parametric and nonparametric estimates of the spatial autoregressive coefficient, where the two estimates are obtained by the sieve GMM estimation method. Under mild conditions, we derive the limiting null distribution, the local power property and consistency of the test statistic. Numerical simulations show promising performance of the proposed test for finite samples in the considered cases, and the crime data of Tokyo is analyzed to illustrate the usefulness of the test. © 2025

Keyword :

Spatial autoregression Sieve estimation Functional coefficient Consistent test Endogeneity

Cite:

Copy from the list or Export to your reference management。

GB/T 7714 Tang, Y. , Du, J. , Zhang, Z. . A nonparametric test for the heterogeneity of the spatial autoregressive parameter [J]. | Journal of Statistical Planning and Inference , 2026 , 240 .
MLA Tang, Y. et al. "A nonparametric test for the heterogeneity of the spatial autoregressive parameter" . | Journal of Statistical Planning and Inference 240 (2026) .
APA Tang, Y. , Du, J. , Zhang, Z. . A nonparametric test for the heterogeneity of the spatial autoregressive parameter . | Journal of Statistical Planning and Inference , 2026 , 240 .
Export to NoteExpress RIS BibTex
LaPO
期刊论文 | 2026 , (03) , 170-178 | 原子与分子物理学报
Abstract & Keyword Cite

Abstract :

在平面波超软赝势密度泛函计算之上研究了LaPO

Keyword :

g-C 异质结 光电子学 光催化材料

Cite:

Copy from the list or Export to your reference management。

GB/T 7714 张飞鹏 , 柏舒安 , 张艳峰 et al. LaPO [J]. | 原子与分子物理学报 , 2026 , (03) : 170-178 .
MLA 张飞鹏 et al. "LaPO" . | 原子与分子物理学报 03 (2026) : 170-178 .
APA 张飞鹏 , 柏舒安 , 张艳峰 , 路清梅 . LaPO . | 原子与分子物理学报 , 2026 , (03) , 170-178 .
Export to NoteExpress RIS BibTex
Manipulating interfacial charge redistribution in Mn0.5Cd0.5S/N-rich C3N5 S-scheme heterojunction for high-performance photocatalytic removal of emerging contaminants EI SCIE Scopus
期刊论文 | 2026 , 243 , 265-274 | JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY
Abstract & Keyword Cite

Abstract :

Engineering advanced S-scheme heterojunction photocatalysts represents a prospective strategy for efficient antibiotic-contaminated wastewater decontamination. However, the practical realization of such systems is hindered by difficulties in achieving seamless interfacial integration and precise control over charge-carrier dynamics. Herein, we proposed a shell-core 0D/2D Mn0.5 Cd0.5 S/C3 N5 S-scheme heterojunction with compact interfacial contact, synthesized by in-situ solvothermal growth of Mn0.5 Cd0.5 S nanodots on C3 N5 nanosheets. This optimized Mn0.5 Cd0.5 S/C3 N5 heterojunction performs extraordinary catalytic performance and enables approximately 1.3- and 3.2-fold tetracycline abatement rate greater than that for Mn0.5 Cd0.5 S and C3 N5 , respectively, which arises from the synergy of efficient spatial photo-carrier separation and well preserved great redox capacity of the heterojunction enabled by the S-scheme mechanism. Mechanistic validation was achieved through systematic characterizations and computational analyses. This study advances the rational design of shell-core S-scheme heterojunctions for photocatalytic antibiotic wastewater treatment. (c) 2025 Published by Elsevier Ltd on behalf of The editorial office of Journal of Materials Science & Technology.

Keyword :

Removal of emerging contaminants Core-shell heterostructure Internal electric field Mn0.5 Cd0.5 S/C3 N5 S-scheme heterojunction

Cite:

Copy from the list or Export to your reference management。

GB/T 7714 Ma, Deyun , Xue, Qingquan , Liu, Yanping et al. Manipulating interfacial charge redistribution in Mn0.5Cd0.5S/N-rich C3N5 S-scheme heterojunction for high-performance photocatalytic removal of emerging contaminants [J]. | JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY , 2026 , 243 : 265-274 .
MLA Ma, Deyun et al. "Manipulating interfacial charge redistribution in Mn0.5Cd0.5S/N-rich C3N5 S-scheme heterojunction for high-performance photocatalytic removal of emerging contaminants" . | JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY 243 (2026) : 265-274 .
APA Ma, Deyun , Xue, Qingquan , Liu, Yanping , Liang, Fenglan , Li, Wenyao , Liu, Tong et al. Manipulating interfacial charge redistribution in Mn0.5Cd0.5S/N-rich C3N5 S-scheme heterojunction for high-performance photocatalytic removal of emerging contaminants . | JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY , 2026 , 243 , 265-274 .
Export to NoteExpress RIS BibTex
Green and Low-Carbon Transition in Xizang Autonomous Region: Conditional Analysis and Policy Approaches - Case Study on the Construction of Chamdo Clean Energy Base Scopus
期刊论文 | 2025 | Chinese Journal of Urban and Environmental Studies
Abstract & Keyword Cite

Abstract :

Based on a follow-up study of Xizang Autonomous Region's ecological civilization construction and its clean energy development, this paper takes Chamdo as a case study and uses the SWOT matrix to analyze the basic conditions, challenges, and possible pathways for clean energy development. The purpose is to discuss whether Xizang can play a prominent role in the green and low-carbon transition. It demonstrates that, under the framework of nationwide planning, starting from Xizang's resource endowments and the practical demands of sustainable development, Xizang can capitalize on external opportunities, such as policy advantages and power assistance, to build a diversified clean energy system that integrates hydropower, wind, solar, and energy storage. By strengthening the coordination between the clean energy sector and other industries, Xizang can promote both local consumption of clean energy and its transmission to other regions. This not only enables Xizang to play a prominent role in the nation's green and low-carbon transition, but also uses clean energy as a bridge to reinforce collaborative efforts among eastern, central, and western regions in achieving dual carbon goals, while fostering common prosperity, and enhancing national unity. © 2024 Social Sciences Academic Press (China).

Keyword :

Xizang climate change clean energy Green and low-carbon transition

Cite:

Copy from the list or Export to your reference management。

GB/T 7714 Jiang, W. , Cao, D. , Zhang, K. et al. Green and Low-Carbon Transition in Xizang Autonomous Region: Conditional Analysis and Policy Approaches - Case Study on the Construction of Chamdo Clean Energy Base [J]. | Chinese Journal of Urban and Environmental Studies , 2025 .
MLA Jiang, W. et al. "Green and Low-Carbon Transition in Xizang Autonomous Region: Conditional Analysis and Policy Approaches - Case Study on the Construction of Chamdo Clean Energy Base" . | Chinese Journal of Urban and Environmental Studies (2025) .
APA Jiang, W. , Cao, D. , Zhang, K. , Ye, Z. . Green and Low-Carbon Transition in Xizang Autonomous Region: Conditional Analysis and Policy Approaches - Case Study on the Construction of Chamdo Clean Energy Base . | Chinese Journal of Urban and Environmental Studies , 2025 .
Export to NoteExpress RIS BibTex
Multi-Dimensional Weight Regulation Network for Remote Sensing Image Dehazing
期刊论文 | 2025 , 34 (1) , 71-90 | 北京理工大学学报(英文版)
Abstract & Keyword Cite

Abstract :

This paper introduces a lightweight remote sensing image dehazing network called multi-dimensional weight regulation network(MDWR-Net),which addresses the high computational cost of existing methods.Previous works,often based on the encoder-decoder structure and utilizing multiple upsampling and downsampling layers,are computationally expensive.To improve effi-ciency,the paper proposes two modules:the efficient spatial resolution recovery module(ESRR)for upsampling and the efficient depth information augmentation module(EDIA)for downsampling.These modules not only reduce model complexity but also enhance performance.Additionally,the partial feature weight learning module(PFWL)is introduced to reduce the computational burden by applying weight learning across partial dimensions,rather than using full-channel convolution.To overcome the limitations of convolutional neural networks(CNN)-based networks,the haze dis-tribution index transformer(HDIT)is integrated into the decoder.We also propose the physical-based non-adjacent feature fusion module(PNFF),which leverages the atmospheric scattering model to improve generalization of our MDWR-Net.The MDWR-Net achieves superior dehazing performance with a computational cost of just 2.98×109 multiply-accumulate operations(MACs),which is less than one-tenth of previous methods.Experimental results validate its effectiveness in balancing performance and computational efficiency.

Cite:

Copy from the list or Export to your reference management。

GB/T 7714 Donghui Zhao , Bo Mo . Multi-Dimensional Weight Regulation Network for Remote Sensing Image Dehazing [J]. | 北京理工大学学报(英文版) , 2025 , 34 (1) : 71-90 .
MLA Donghui Zhao et al. "Multi-Dimensional Weight Regulation Network for Remote Sensing Image Dehazing" . | 北京理工大学学报(英文版) 34 . 1 (2025) : 71-90 .
APA Donghui Zhao , Bo Mo . Multi-Dimensional Weight Regulation Network for Remote Sensing Image Dehazing . | 北京理工大学学报(英文版) , 2025 , 34 (1) , 71-90 .
Export to NoteExpress RIS BibTex
Prediction of velocity and pressure of gas-liquid flow using spectrum-based physics-informed neural networks
期刊论文 | 2025 , 46 (2) , 341-356 | 应用数学和力学(英文版)
Abstract & Keyword Cite

Abstract :

This research introduces a spectrum-based physics-informed neural net-work(SP-PINN)model to significantly improve the accuracy of calculation of two-phase flow parameters,surpassing existing methods that have limitations in global and contin-uous data sampling.SP-PINNs address the challenges of traditional methods in terms of continuous sampling by integrating the spectral analysis and pressure correction into the Navier-Stokes(N-S)equations,enhancing the predictive accuracy especially in crit-ical regions like gas-phase boundaries and velocity peaks.The novel introduction of a pressure-correction module within SP-PINNs mitigates prediction errors,achieving a substantial reduction to 1‰ compared with the conventional physics-informed neural network(PINN)approaches.Experimental applications validate the model's ability to accurately and rapidly predict flow parameters with different sampling time intervals,with the computation time of predicting unsampled data less than 0.01 s.Such advance-ments signify a 100-fold improvement over traditional DNS calculations,underscoring the model's potential in the real-time calculation and analysis of multiphase flow dynamics.

Cite:

Copy from the list or Export to your reference management。

GB/T 7714 Nanxi DING , Hengzhen FENG , H.Z.LOU et al. Prediction of velocity and pressure of gas-liquid flow using spectrum-based physics-informed neural networks [J]. | 应用数学和力学(英文版) , 2025 , 46 (2) : 341-356 .
MLA Nanxi DING et al. "Prediction of velocity and pressure of gas-liquid flow using spectrum-based physics-informed neural networks" . | 应用数学和力学(英文版) 46 . 2 (2025) : 341-356 .
APA Nanxi DING , Hengzhen FENG , H.Z.LOU , Shenghua FU , Chenglong LI , Zihao ZHANG et al. Prediction of velocity and pressure of gas-liquid flow using spectrum-based physics-informed neural networks . | 应用数学和力学(英文版) , 2025 , 46 (2) , 341-356 .
Export to NoteExpress RIS BibTex
10| 20| 50 per page
< Page ,Total 18190 >

Export

Results:

Selected

to

Format:
Online/Total:870/12088440
Address:BJUT Library(100 Pingleyuan,Chaoyang District,Beijing 100124, China Post Code:100124) Contact Us:010-67392185
Copyright:BJUT Library Technical Support:Beijing Aegean Software Co., Ltd.