Research of piezoelectric ceramics via DLP technology has drawn considerable interest due to its high geometrical flexibility. However, the poor curing properties limit the use of DLP technology to fabricate piezoelectric ceramics.Herein, we overcome this challenge in prepared lead zirconate titanate (PZT) piezoelectric ceramics …Liked by Lihan Zhou. View Lihan Zhou’s profile on LinkedIn, the world’s largest professional community. Lihan has 5 jobs listed on their profile. See the complete profile on LinkedIn and discover Lihan’s connections and jobs at similar companies.Single-cell analysis is a valuable tool for dissecting cellular heterogeneity in complex systems 1. However, a comprehensive single-cell atlas has not been achieved for humans. Here we use single-cell mRNA sequencing to determine the cell-type composition of all major human organs and construct a scheme for the human cell landscape (HCL).Han ZHOU | Cited by 36 | of Central South University, Changsha (CSU) | Read 4 publications | Contact Han ZHOUHan (Warring States) (韓) (403–230 BC), a Chinese state during the Warring States period. Han dynasty (漢/汉) (202 BC–220 AD), a dynasty split into two eras, Western Han and Eastern Han. Shu Han (蜀漢) (221–263), a Han Chinese dynasty that existed during the Three Kingdoms period. Han-Zhao (漢趙) (304–329), one of the Sixteen ... Han Zhou. Optical metasurfaces enable to engineer the electromagnetic space and control light propagation at an unprecedented level, offering a powerful tool to achieve modulation of light over ... Han Zhou synes godt om dette. ⬆. My academic journey began with an undergraduate degree in composites and a thesis on graphene/fluorocarbon composite coatings. During this time, I honed my skills in material testing and characterization and gained valuable experience in material preparation and analysis. My master's degree further solidified ... Han Zhou received the B.S. degree in information engineering in 2014 from Shanghai Jiao Tong University, Shanghai, China, where he is currently working toward the Ph.D. degree in electromagnetic and microwave technology. His current research interests include metamaterials, microwave devices, millimeter wave phased array, and SSPPs antennas. View Han Zhou’s profile on LinkedIn, the world’s largest professional community. Han has 5 jobs listed on their profile. See the complete profile on LinkedIn and discover Han’s connections ...We would like to show you a description here but the site won’t allow us.We present LLaMA-Adapter, a lightweight adaption method to efficiently fine-tune LLaMA into an instruction-following model. Using 52K self-instruct demonstrations, LLaMA-Adapter only introduces 1.2M learnable parameters upon the frozen LLaMA 7B model, and costs less than one hour for fine-tuning on 8 A100 GPUs. Specifically, we …The long interval of power struggle that followed (475–221 bce) is known as the Zhanguo ( Warring States) period. China - Feudalism, Zhou Dynasty, Confucianism: The feudal states were not contiguous but rather were scattered at strategic locations surrounded by potentially dangerous and hostile lands. The fortified city of the feudal lord was ... The Han dynasty. The Han dynasty was founded by Liu Bang (best known by his temple name, Gaozu ), who assumed the title of emperor in 202 bce. Eleven members of the Liu family followed in his place as effective emperors until 6 ce (a 12th briefly occupied the throne as a puppet). In 9 ce the dynastic line was challenged by Wang Mang, who ... Han ZHOU | Cited by 36 | of Central South University, Changsha (CSU) | Read 4 publications | Contact Han ZHOUZhou Yafu. Zhou Yafu (simplified Chinese: 周亚夫; traditional Chinese: 周亞夫; pinyin: Zhōu Yǎfū) (died 143 BC) was a Chinese military general and politician of the Western Han dynasty who put down the Rebellion of the Seven States, but later he was arrested and imprisoned by Emperor Jing for treason. Zhou Yafu committed suicide by starving …Bibtex: @inproceedings{yang2021learning, booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV)}, author = {Bangbang Yang and Yinda Zhang and Yinghao Xu and Yijin Li and Han Zhou and Hujun Bao and Guofeng Zhang and Zhaopeng Cui}, title = {Learning Object-Compositional Neural Radiance Field …Han Zhou. Han Zhou received his B.Sc. degree from the Harbin Institute of Technology, China, in 2016. He received his M.Sc. degree and Ph.D. degree from the Chalmers University of Technology, Sweden, in 2018 and 2023, respectively. In 2022, he was a visiting researcher at the IDEAS group, ETH Zurich. He is currently a postdoctoral researcher.Han Zhou Jun Lai To enable unmanned aerial vehicle (UAV) operators to efficiently and intuitively convey their commands to a swarm of UAVs, we propose the use of natural and human-centric input ...Han ZHOU. Title：Professor. Office：Room 335，Material Building D. Tel：+86-21-3420-2749. Email： [email protected]. Introduction. Prof. ZHOU’s research interests …Han dynasty, the second great imperial dynasty of China (206 BCE–220 CE), after the Zhou dynasty (1046–256 BCE). So thoroughly did the Han dynasty establish what was thereafter considered Chinese …Han Zhou; Ignacio Iacobacci; Pasquale Minervini; In a task-oriented dialogue system, Dialogue State Tracking (DST) keeps track of all important information by filling slots with values given ...D Liu, Y Han, H Zhou, H Jin, H Kang, F Huang, Y Liu, X Liang. Journal of Chromatography A 1640, 461935, 2021. 15: 2021: Characterization of tropane and cinnamamide alkaloids from Scopolia tangutica by high-performance liquid chromatography with quadrupole time-of-flight tandem mass spectrometry.The Zhou people had their origins in the far western reaches of the Yellow River in present day Shaanxi province. They conquered the Shang around 1050 B.C.E. and established their own dynasty. The Zhou shared many cultural similarities with the Shang. They performed similar religious rituals, used bronze ritual vessels, and practiced …Han Zhou, Wenjun Ying: A correction function-based kernel-free boundary integral method for elliptic PDEs with implicitly defined interfaces. CoRR abs/2309.05965 ( 2023) 2022. [j15] Yaning Xie, Shuwang Li, Wenjun Ying: A fourth-order Cartesian grid method for multiple acoustic scattering on closely packed obstacles.Han Zhou. Han Zhou received his B.Sc. degree from the Harbin Institute of Technology, China, in 2016. He received his M.Sc. degree and Ph.D. degree from the Chalmers University of Technology, Sweden, in 2018 and 2023, respectively. In 2022, he was a visiting researcher at the IDEAS group, ETH Zurich. He is currently a postdoctoral researcher.Han Zhou Communication Science Teaching Assistant. [email protected]. 608-263-3996. 6051 Vilas HallD Liu, Y Han, H Zhou, H Jin, H Kang, F Huang, Y Liu, X Liang. Journal of Chromatography A 1640, 461935, 2021. 15: 2021: Characterization of tropane and cinnamamide alkaloids from Scopolia tangutica by high-performance liquid chromatography with quadrupole time-of-flight tandem mass spectrometry.Han Zhou: Methodology, Formal analysis. Xiaohui Ning: Conceptualization, Resources, Supervision, Funding acquisition. Declaration of Competing Interest. The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.Sep 28, 2021 · Han Zhou, Wenyi Tian. Singular source terms in sub-diffusion equations may lead to the unboundedness of solutions, which will bring a severe reduction of convergence order of existing time-stepping schemes. In this work, we propose two efficient time-stepping schemes for solving sub-diffusion equations with a class of source terms mildly ... Amanda Chou is a Taiwanese actress and singer. Born as Chou Xiao Han, she broke into entertainment through the popular online beauty show “Guess Guess Guess” and made her acting debut in the television drama “White Robe of Love” in 2006. She has since starred in many other popular dramas, including “I Do 2” (2014), “Two Fathers ...View a PDF of the paper titled Appending Information Reconciliation for Quantum Key Distribution, by Han Zhou and 5 other authors. View PDF Abstract: Information reconciliation (IR), which corrects the errors in the sifted keys, directly determines the secure key rate and the link distance of quantum key distribution (QKD) …Liked by Lihan Zhou. View Lihan Zhou’s profile on LinkedIn, the world’s largest professional community. Lihan has 5 jobs listed on their profile. See the complete profile on LinkedIn and discover Lihan’s connections and jobs at similar companies. The Han dynasty ( UK: / ˈhæn /, US: / ˈhɑːn /; [4] [5] traditional Chinese : 漢朝; simplified Chinese : 汉朝; pinyin : Hàncháo) was an imperial dynasty of China (202 BC – 9 AD, 25–220 AD), established by Liu Bang and ruled by the House of Liu. The dynasty was preceded by the short-lived Qin dynasty (221–207 BC) and a warring ... Hangzhou is the capital of Zhejiang Province and the local political, economic and cultural center. As the southern terminus of the Grand Canal, the city is located on the lower reaches of the Qiantang River in …Dive into the research topics where Han Zhou is active. These topic labels come from the works of this person. Together they form a unique fingerprint. 1 Similar Profiles; Piezoelectric Ceramics Material Science 100%. Piezoelectric Property Material Science 100%. … 2017. Offline preparative three-dimensional HPLC for systematic and efficient purification of alkaloids from Gelsemium elegans Benth. D Liu, Y Han, H Zhou, H Jin, H Kang, F Huang, Y Liu, X Liang. Journal of Chromatography A 1640, 461935. A deep learning model called XG-DTA is proposed that uses microstructural features of drug molecules and protein sequence features as inputs to predict DTA and exhibits better performance in predicting binding affinity values compared to current state-of-the-art baselines from experimental results. Drug-target affinity (DTA) prediction is critical in …Socio-Economic Objectives. Expanding knowledge (2801) Energy transformation (1704) Environmentally sustainable energy activities (1705) Dr Shou-Han Zhou holds the position of Lecturer, Psychology within the Psychology at James Cook University (JCU) on the Townsville campus.H. Zhou and X. Ning conceived the research and design loop. Figures, tables, supplementary information, data preprocessing, feature selection and machine learning approach are prepared by H. Zhou; H. Zhou, B. Li, G. Fan and S. Li conducted the experiments; The manuscript was written by H. Zhou; X. Ning and M. Yu edited and …Zi-Han Zhou's 10 research works with 570 citations and 467 reads, including: Tunable high-performance electromagnetic interference shielding of intrinsic N-doped chitin-based carbon aerogelHan Zhou Jun Lai To enable unmanned aerial vehicle (UAV) operators to efficiently and intuitively convey their commands to a swarm of UAVs, we propose the use of natural and human-centric input ...Dan, Duke Wen of Zhou (Chinese: 周文公旦; pinyin: Zhōu Wén Gōng Dàn; Wade–Giles: Chou 1 Wên 2 Kung 1 Tan 4), commonly known as the Duke of Zhou (Chinese: 周公; pinyin: Zhōu Gōng; Wade–Giles: Chou 1 Kung 1), was a member of the royal family of the early Zhou dynasty who played a major role in consolidating the kingdom established by …ye Han; Zhijiang Zhou; Suancai, as a traditional fermented food in China with reputed health benefits, has piqued global attention for many years. In some circumstances, the microbial-driven ...Han (Warring States) (韓) (403–230 BC), a Chinese state during the Warring States period. Han dynasty (漢/汉) (202 BC–220 AD), a dynasty split into two eras, Western Han and Eastern Han. Shu Han (蜀漢) (221–263), a Han Chinese dynasty that existed during the Three Kingdoms period. Han-Zhao (漢趙) (304–329), one of the Sixteen ...Advanced Materials, one of the world's most prestigious journals, is the home of choice for best-in-class materials science for more than 30 years.Research of piezoelectric ceramics via DLP technology has drawn considerable interest due to its high geometrical flexibility. However, the poor curing properties limit the use of DLP technology to fabricate piezoelectric ceramics.Herein, we overcome this challenge in prepared lead zirconate titanate (PZT) piezoelectric ceramics …The latest Tweets from Han Zhou (@hanzhou032). MSc Machine Learning @ucl MEng Engineering @UniofOxford. LondonA deep learning model called XG-DTA is proposed that uses microstructural features of drug molecules and protein sequence features as inputs to predict DTA and exhibits better performance in predicting binding affinity values compared to current state-of-the-art baselines from experimental results. Drug-target affinity (DTA) prediction is critical in … Han Zhou joined VSCLAB in Sept. 2016, she is currently a Ph.D. candidate in the Department of Electrical and Computer Engineering at the University of California, Riverside. H. Zhou, S. Yu, Z. Sun, and S. X.-D. Tan, “Reliable Power Grid Network Design Framework Considering EM Immortalities for Multi-Segment Wires”, Proc. Asia South Pacific ... Han Zhou 0001 — Hebei University of Technology, Institute of Mathematics, Tianjin, China (and 2 more) Han Zhou 0002 — University of California at Riverside, Department of Electrical and Computer Engineering, CA, USA. Han Zhou 0003 — McMaster University, Department of Electrical and Computer Engineering, Hamilton, Canada (and 1 more ...AU - Zhou, Han. AU - Wu, Jia-Min. AU - Zhang, Guangzu. AU - Shi, Yu-Sheng. PY - 2023. Y1 - 2023. N2 - The fabrication of lead zirconate titanate (PZT) ceramics using VPP technology presents a significant challenge due to the suboptimal curing performance and printability of PZT ceramic slurry.Han Zhou. PhD Student. Department of Energy Conversion and Storage. Anker Engelunds Vej. Building 301 Room 147. 2800 Kgs. Lyngby. Danmark. [email protected]. Technical University of Denmark Address. Anker Engelunds Vej 101 2800 Kongens Lyngby CVR-nr. 30 06 09 46. Shortcuts. PhonebookA Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems. S Hu, H Zhou, M Yuan, M Gritta, G Zhang, I Iacobacci, A Korhonen, I Vulić. The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP) , 2023. 2.Dr. Jiajing Zhou. ARC Centre of Excellence in Convergent Bio-Nano Science and Technology, Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria, 3010 Australia. Search for more papers by this author Biographical Information. Prof. Han Zhou received her B.S. and Ph.D degrees in Materials Science from Shanghai Jiaotong University in 2004 and 2010, respectively. She did research as a joint student in University of California, Davis during 2008-2009. She did postdoc research in National Institute for Materials Science (NIMS), Japan during 2012. Greater Tokyo Area. View the profiles of professionals named "Han Zhou" on LinkedIn. There are 1100+ professionals named "Han Zhou", who use LinkedIn to exchange …Mar 1, 2024 · Han Zhou: Writing – review & editing, Project administration, Funding acquisition, Conceptualization. Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper. OMVs have been developed for biomedical applications based on their intrinsic properties related to bacteria and vesicles (Fig. 1).As OMVs contain bacteria-derived antigens and multiple PAMPs, two essential components of vaccines, natural OMVs or bioengineered OMVs were developed as bacterial vaccines to mount robust humoral …Han Zhou. MathSciNet. Ph.D. Universiteit Utrecht 2017. Dissertation: Numerical approximation of time-fractional differential equations. Mathematics Subject Classification: 65—Numerical analysis. Advisor 1: Jason E. Frank. Advisor 2: Paul A. Zegeling. No students known. If you have additional information or corrections regarding this ...Floquet Fractional Chern Insulators and Competing Phases in Twisted Bilayer Graphene. Peng-Sheng Hu, Yi-Han Zhou, Zhao Liu. We study the many-body physics in twisted bilayer graphene coupled to periodic driving of a circularly polarized light when electron-electron interactions are taken into account. In the limit of high driving …Dec 17, 2020 · Han Zhou, Yijing Sun, Zeyu Sun, Hengyang Zhao, and Sheldon X.-D. Tan. 2018. Electromigration-Lifetime Constrained Power Grid Optimization Considering Multi-Segment Interconnect Wires. In Proceedings of the 23rd Asia and South Pacific Design Automation Conference (ASP-DAC '18). IEEE Press, New York, NY, 399--404. Google Scholar Digital Library See all articles by Yufeng Han Yufeng Han. University of North Carolina (UNC) at Charlotte - Finance. Ai He. University of South Carolina - Darla Moore School of Business ... David and Zhou, Guofu, Cross-Sectional Expected Returns: New Fama-MacBeth Regressions in the Era of Machine Learning (April 28, 2023). Available at … Han Zhou synes godt om dette. ⬆. My academic journey began with an undergraduate degree in composites and a thesis on graphene/fluorocarbon composite coatings. During this time, I honed my skills in material testing and characterization and gained valuable experience in material preparation and analysis. My master's degree further solidified ... Dec 21, 2017 · The Han Dynasty ruled China from 206 B.C. to 220 A.D. and was the second imperial dynasty of China. Though tainted by deadly dramas within the royal court, it is also known for its promotion of... Three competing belief systems (Confucianism, Daoism, and Legalism) came to prominence during the Warring States period of Chinese history. Confucianism is an ethic of moral uprightness, social order, and filial responsibility. Daoism was a philosophy of universal harmony that urged its practitioners not to get too involved in worldly affairs.We would like to show you a description here but the site won’t allow us.The Han dynasty was the second imperial dynasty of China (202 BCE – 220 CE), established by the rebel leader Liu Bang and ruled by the House of Liu. Preceded by the short-lived Qin dynasty (221–206 BCE) and a warring interregnum known as the Chu–Han contention (206–202 BCE), it was briefly interrupted by the Xin dynasty (9–23 CE) …Zi-Han Zhou's 10 research works with 570 citations and 467 reads, including: Tunable high-performance electromagnetic interference shielding of intrinsic N-doped chitin-based carbon aerogelH. Zhou and X. Ning conceived the research and design loop. Figures, tables, supplementary information, data preprocessing, feature selection and machine learning approach are prepared by H. Zhou; H. Zhou, B. Li, G. Fan and S. Li conducted the experiments; The manuscript was written by H. Zhou; X. Ning and M. Yu edited and …Lei Zhou. A device that can couple propagating light into surface plasmon polaritons (SPPs) focused into a small region is highly desired for on‐chip photonics applications (e.g., energy ...Han Zhou. PhD Student. Department of Energy Conversion and Storage. Anker Engelunds Vej. Building 301 Room 147. 2800 Kgs. Lyngby. Danmark. [email protected]. Technical University of Denmark Address. Anker Engelunds Vej 101 2800 Kongens Lyngby CVR-nr. 30 06 09 46. Shortcuts. PhonebookHangzhou is the capital of Zhejiang Province and the local political, economic and cultural center. As the southern terminus of the Grand Canal, the city is located on the lower reaches of the Qiantang River in …See all articles by Yufeng Han Yufeng Han. University of North Carolina (UNC) at Charlotte - Finance. Guofu Zhou. Washington University in St. Louis - John M. Olin Business School. ... Han, Yufeng and Zhou, Guofu and Zhu, Yingzi, A Trend Factor: Any Economic Gains from Using Information over Investment Horizons? (June 2016).Han Zhou: Methodology, Formal analysis. Xiaohui Ning: Conceptualization, Resources, Supervision, Funding acquisition. Declaration of Competing Interest. The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper. Han Zhou Wenjun Ying This paper proposes a Cartesian grid-based boundary integral method for efficiently and stably solving two representative moving interface problems, the Hele-Shaw flow and the ... Hangzhou is the capital of Zhejiang Province and the local political, economic and cultural center. As the southern terminus of the Grand Canal, the city is located on the lower reaches of the Qiantang River in …Han Zhou Ubiquitin (UB) is transferred through an E1‐E2‐E3 cascade to cellular proteins and encodes diverse signals such as proteasome degradation, subcellular trafficking, interacting with ... 2017. Offline preparative three-dimensional HPLC for systematic and efficient purification of alkaloids from Gelsemium elegans Benth. D Liu, Y Han, H Zhou, H Jin, H Kang, F Huang, Y Liu, X Liang. Journal of Chromatography A 1640, 461935. Xi-Han ZHOU | Cited by 5 | of Huazhong University of Science and Technology (hust) | Read 8 publications | Contact Xi-Han ZHOU Han Zhou 0001 — Hebei University of Technology, Institute of Mathematics, Tianjin, China (and 2 more) Han Zhou 0002 — University of California at Riverside, Department of Electrical and Computer Engineering, CA, USA. Han Zhou 0003 — McMaster University, Department of Electrical and Computer Engineering, Hamilton, Canada (and 1 more ... Han Zhou is a professor of mathematics at the University of Connecticut, where he teaches courses in actuarial science, algebra, geometry, and probability. He also conducts …ye Han; Zhijiang Zhou; Suancai, as a traditional fermented food in China with reputed health benefits, has piqued global attention for many years. In some circumstances, the microbial-driven ...Three Kingdoms. After the Han Dynasty of ancient China there was a period of constant civil war. The period from 220 to 589 is often called the period of 6 dynasties, which covers the Three Kingdoms, Chin Dynasty, and Southern and Northern Dynasties. At the start, the three leading economic centers of the Han Dynasty (the Three kingdoms) …Dive into the research topics where Han Zhou is active. These topic labels come from the works of this person. Together they form a unique fingerprint. 1 Similar Profiles; Piezoelectric Ceramics Material Science 100%. Piezoelectric Property Material Science 100%. … In 1050, taking advantage of a weak Shang ruler, the Zhou rose up and overthrew the Shang. The Zhou controlled eastern China, from north of the Yellow River down to the Yangtze River. But like the Shang, they left regional control to local leaders. History would, as they say, repeat itself. View Han Zhou’s profile on LinkedIn, the world’s largest professional community. Han has 5 jobs listed on their profile. See the complete profile on LinkedIn and discover Han’s connections ... We present LLaMA-Adapter, a lightweight adaption method to efficiently fine-tune LLaMA into an instruction-following model. Using 52K self-instruct demonstrations, LLaMA-Adapter only introduces 1.2M learnable parameters upon the frozen LLaMA 7B model, and costs less than one hour for fine-tuning on 8 A100 GPUs. Specifically, we …In the last decade, microwave methods have emerged in rapid and effective preparations of 2DMs for catalysis. Microwave heating offers several advantages namely direct, fast, selective heating and uniform reaction temperature compared to conventional heating methods, thus bringing about high-yield and high-purity products in minutes or …
Han Zhou; This study investigates the impact of oil price uncertainty on the cash holdings of firms. Using a sample of the Chinese stock market for the period from 2007 to 2016, our empirical ... . Boombozz pizza and taphouse
Hangzhou is the political, economic, cultural, educational, transportation, and financial center of Zhejiang Province. The 2022 Asian Games will be held in Hangzhou. Recommended tour: 2-Day Hangzhou … In 403 BC, the Zhou court recognized Han, Zhao, and Wei as fully independent states. In 344, Duke Hui of Wei was the first to claim the title of "king" for himself. Others followed, marking a turning point, as rulers did not even entertain the pretense of vassalage of the Zhou court, instead proclaiming themselves fully independent kingdoms. ORCID record for Han Zhou. ORCID provides an identifier for individuals to use with their name as they engage in research, scholarship, and innovation activities. Han ZHOU, PhD Student | Cited by 13 | of Chalmers University of Technology, Göteborg | Read 7 publications | Contact Han ZHOUHan Zhou. Chalmers University of Technology. Verified email at chalmers.se - Homepage. ... H Zhou, JR Perez-Cisneros, S Hesami, K Buisman, C Fager. IEEE Transactions on …Shijie Han. Yumei Zhou. The aim of this study was to determine the dynamics of soil microbial biomass C, cellulose decomposition rate and catalase activity in Pinus koraiensis and Pinus ...Rengui Li, Fuxiang Zhang, Donge Wang, Jingxiu Yang, Mingrun Li, Jian Zhu, Xin Zhou, Hongxian Han & Can Li Graduate University of Chinese Academy of Sciences, Beijing, 100049, China Rengui Li ...The Zhou people had their origins in the far western reaches of the Yellow River in present day Shaanxi province. They conquered the Shang around 1050 B.C.E. and established their own dynasty. The Zhou shared many cultural similarities with the Shang. They performed similar religious rituals, used bronze ritual vessels, and practiced …The Han Dynasty ruled China from 206 B.C. to 220 A.D. and was the second imperial dynasty of China. Though tainted by deadly dramas within the royal court, it is also known for its promotion of... View the profiles of professionals named "Han Zhou" on LinkedIn. There are 1100+ professionals named "Han Zhou", who use LinkedIn to exchange information, ideas, and opportunities. Han Zhou Wenyi Tian Singular source terms in sub-diffusion equations may lead to the unboundedness of solutions, which will bring a severe reduction of convergence order of existing time-stepping ...Han Zhou Shaowei Li A modified level set method with multi-levels was developed to simulate the breakup behavior of multi-droplets in the turbulent flow of a pulsed disc and doughnut column..