Article
Mathematics, Applied
Asher Zarth, Fabian Klemens, Gudrun Thater, Mathias J. Krause
Summary: A flexible framework for shape optimisation using lattice Boltzmann methods for incompressible Newtonian fluids is proposed. The method utilizes line search methods for optimization problems and obtains design sensitivities through forward propagation automatic differentiation. The approach models fluid flow problems using homogenised lattice Boltzmann methods with varying permeability to propagate derivative information at parametrised boundaries.
COMPUTERS & MATHEMATICS WITH APPLICATIONS
(2021)
Article
Chemistry, Multidisciplinary
Mingxin Xu, Jizhen Wang, William S. S. Harley, Peter V. S. Lee, David J. J. Collins
Summary: Acoustic holography enables the generation of designed acoustic fields for manipulating microscale objects. However, the limitations of static 3D printed acoustic holographic phase plates or large aperture sizes prevent rapid alteration of the generated fields. In this study, a programmable acoustic holography approach is demonstrated, allowing for the creation of multiple discrete or continuously variable acoustic targets. By modifying the sound speed of an intervening fluid media, the desired acoustic fields can be produced. This approach has the advantages of flexibility in generating various acoustic patterns and has broad potential in areas such as microfluidics, cell/tissue engineering, real-time sensing, and medical ultrasound.
Article
Optics
Yilong Zhang, Yaoxiang Lu, Haixia Wang, Peng Chen, Ronghua Liang
Summary: The observation, statistics, and classification of marine plankton are crucial for marine ecological research. Digital holography technology, combined with deep learning techniques, can accurately predict marine plankton species without the need for reconstruction, significantly enhancing efficiency in processing raw holograms.
OPTICS AND LASER TECHNOLOGY
(2021)
Article
Computer Science, Artificial Intelligence
Alexander Brown, James Montgomery, Saurabh Garg
Summary: Automated bioacoustics analysis is increasingly used to describe environmental phenomena, and many algorithms have been proposed within this research area. This study focuses on constructing bioacoustics workflows by searching and ordering combinations of tasks to determine the most accurate output under user-defined time constraints. The research found that a surrogate model-based search method can quickly find effective workflows with a low number of searches, but the effectiveness of workflows varies depending on the scenarios and recordings used.
APPLIED SOFT COMPUTING
(2021)
Article
Chemistry, Multidisciplinary
Ye Tian, Shuyu Zuo, Qian Lv, Guanjun Yin, Jianzhong Guo
Summary: This paper proposes a theoretical design approach for zero-thickness broadband holograms based on acoustic sieve metasurfaces (ASMs), providing new possibilities for acoustic holography applications.
APPLIED SCIENCES-BASEL
(2022)
Article
Physics, Applied
Fumiaki Ichihashi, Akira Koyama, Tetsuya Akashi, Shoko Miyauchi, Ken'ichi Morooka, Hajime Hojo, Hisahiro Einaga, Yoshio Takahashi, Toshiaki Tanigaki, Hiroyuki Shinada, Yasukazu Murakami
Summary: Researchers have improved an automated hologram acquisition system by using machine learning and pattern matching techniques, resulting in increased detection accuracy and improved efficiency in acquiring high-resolution holograms for catalyst nanoparticles.
APPLIED PHYSICS LETTERS
(2022)
Article
Engineering, Mechanical
Weibai Li, Guoxing Lu, Xiaodong Huang
Summary: This paper proposes a new approach for designing acoustic holograms with high-resolution sound images against background noise interference, by optimizing the phase distribution to maximize the sound intensity of target pixels and minimize that of background pixels.
MECHANICAL SYSTEMS AND SIGNAL PROCESSING
(2022)
Article
Physics, Multidisciplinary
Xuemei Ren, Qinxin Zhou, Jie Huang, Zheng Xu, Xiaojun Liu
Summary: Acoustic tweezers have gained significant attention due to their potential and important role in various applications. A cost-effective and precise method for manipulating particles is using 3D-printed acoustic holographic lenses. However, this technique is limited to particle manipulation with a single holographic lens. We propose a method to overcome this limitation by constructing a multi-functional acoustic tweezer.
SCIENCE CHINA-PHYSICS MECHANICS & ASTRONOMY
(2023)
Article
Computer Science, Interdisciplinary Applications
Martin Hughes, Marc Goerigk, Trivikram Dokka
Summary: The study develops algorithms to tackle robust black-box optimization problems with limited model runs. By employing an automatic generation of algorithms approach, a novel heuristic solution space is investigated, resulting in algorithms that improve upon current state of the art. The component level breakdowns of the populations of algorithms developed are also analyzed to identify high-performing heuristic components for robust problems.
COMPUTERS & OPERATIONS RESEARCH
(2021)
Article
Computer Science, Information Systems
Sheikh Fahad Ahmad, Deepak Kumar Singh
Summary: Deforestation is a significant issue that results in the loss of habitat for millions of wild animals. Detecting tree cutting in its early stages and taking timely measures can help prevent deforestation. This paper proposes an algorithm for automatically detecting tree cutting, with an efficiency of 92%.
JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES
(2022)
Article
Optics
Olivia Di Matteo, R. M. Woloshyn
Summary: This work demonstrates the application of quantum automatic differentiation for computing fidelity susceptibility in condensed matter physics, with emphasis on the sensitivity to statistical noise introduced by error mitigation. Various optimization methods are also presented.
Article
Optics
Irene Vazquez-Martin, Julia Marin-Saez, Marina Gomez-Climente, Daniel Chemisana, Maria-Victoria Collados, Jesus Atencia
Summary: The optimized wavelength multiplexing procedure for color reflection holograms improves image quality by increasing mean efficiency and reducing standard deviation of involved wavelengths. Results show that this method outperforms traditional simultaneous and sequential exposure methods in terms of efficiency and uniformity.
OPTICS AND LASER TECHNOLOGY
(2021)
Article
Engineering, Multidisciplinary
Jorge Lopez, Cosmin Anitescu, Timon Rabczuk
Summary: This study introduces a method for isogeometric structural shape optimization using a multilevel approach and automated sensitivity analysis. The use of automatic differentiation toolbox facilitates accurate computation of gradients, improving efficiency. The benefits and limitations of using automated gradients are discussed through analytical, numerical, and automatic sensitivity analyses.
APPLIED MATHEMATICAL MODELLING
(2021)
Article
Engineering, Multidisciplinary
Hendrik Wijaya, Pathmanathan Rajeev, Emad Gad, Ravi Vivekanantham
Summary: The study focused on utilizing distributed optical fibre sensors for real-time condition monitoring of mining conveyor, where a fault detection framework was developed to analyze optical signals for defective idlers. The system was successfully tested on a 1.6 km section of conveyor in Western Australia, demonstrating efficient fault detection and damage progression tracking.
Article
Physics, Applied
Xuan-Bo Miao, Hao-Wen Dong, Sheng-Dong Zhao, Shi-Wang Fan, Guoliang Huang, Chen Shen, Yue-Sheng Wang
Summary: Unlike holography technique using active sound source arrays, metasurface-based holography can achieve high-quality holographic images with a single transducer, although it requires individually designed elements with unique modulation capabilities. This paper presents a deep-learning-aided inverse design approach for reconstructing megapixel images using an acoustic metasurface-based hologram with millions of elements. An iterative compensation algorithm is proposed to improve imaging quality by removing interference fringes and unclear details. Experimental validation using a 30x30 three-dimensional printed metasurface shows that sparse arrangement of elements can produce high-quality images even with fewer elements than the targeted image pixels.
APPLIED PHYSICS REVIEWS
(2023)
Article
Physics, Applied
T. Fushimi, T. L. Hil, A. Marzo, B. W. Drinkwater
APPLIED PHYSICS LETTERS
(2018)
Article
Physics, Applied
Tatsuki Fushimi, Asier Marzo, Bruce W. Drinkwater, Thomas L. Hill
APPLIED PHYSICS LETTERS
(2019)
Article
Physics, Applied
Tatsuki Fushimi, Bruce W. Drinkwater, Thomas L. Hill
APPLIED PHYSICS LETTERS
(2020)
Article
Nanoscience & Nanotechnology
Tatsuki Fushimi, Kenta Yamamoto, Yoichi Ochiai
Summary: The article highlights the importance of phased array transducers in acoustic applications and introduces the latest acoustic hologram optimizer, Diff-PAT, which achieves higher accuracy through automatic differentiation and stochastic gradient descent. It enables different combinations of operational modes and accurately assesses their performance.
Article
Multidisciplinary Sciences
Yusuke Koroyasu, Thanh-Vinh Nguyen, Shun Sasaguri, Asier Marzo, Inigo Ezcurdia, Yuuya Nagata, Tatsuya Yamamoto, Nobuhiko Nomura, Takayuki Hoshi, Yoichi Ochiai, Tatsuki Fushimi
Summary: This article introduces a novel microfluidic system based on focused ultrasound for the manipulation of microlitre droplets. Compared to traditional electrowetting-on-dielectric methods, this system offers higher efficiency and a greater jump height, making it suitable for a wide range of chemical and biological experiments. Furthermore, focused ultrasound allows for the manipulation of both solid and liquid targets, providing a foundation for the advancement of micro-robotics, additive manufacturing, and laboratory automation.
Proceedings Paper
Optics
Asier Marzo, Tatsuki Fushimi, Tom Hill, Bruce W. Drinkwater
OPTICAL TRAPPING AND OPTICAL MICROMANIPULATION XVI
(2019)
Proceedings Paper
Engineering, Electrical & Electronic
Tatsuki Fushimi, Asier Marzo, Thomas L. Hill, Bruce W. Drinkwater
2018 IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM (IUS)
(2018)