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Most Cited

  • Article
  • Open Access
266 Citations
8,661 Views
42 Pages

This paper presents a new evolutionary-based approach called a Subtraction-Average-Based Optimizer (SABO) for solving optimization problems. The fundamental inspiration of the proposed SABO is to use the subtraction average of searcher agents to upda...

  • Article
  • Open Access
198 Citations
12,792 Views
17 Pages

This paper presents a novel facial expression recognition network, called Distract your Attention Network (DAN). Our method is based on two key observations in biological visual perception. Firstly, multiple facial expression classes share inherently...

  • Review
  • Open Access
135 Citations
30,041 Views
39 Pages

The extracellular matrix (ECM) is a ubiquitous member of the body and is key to the maintenance of tissue and organ integrity. Initially thought to be a bystander in many cellular processes, the extracellular matrix has been shown to have diverse com...

  • Article
  • Open Access
105 Citations
8,798 Views
54 Pages

Pufferfish Optimization Algorithm: A New Bio-Inspired Metaheuristic Algorithm for Solving Optimization Problems

  • Osama Al-Baik,
  • Saleh Alomari,
  • Omar Alssayed,
  • Saikat Gochhait,
  • Irina Leonova,
  • Uma Dutta,
  • Om Parkash Malik,
  • Zeinab Montazeri and
  • Mohammad Dehghani

A new bio-inspired metaheuristic algorithm named the Pufferfish Optimization Algorithm (POA), that imitates the natural behavior of pufferfish in nature, is introduced in this paper. The fundamental inspiration of POA is adapted from the defense mech...

  • Review
  • Open Access
104 Citations
19,711 Views
23 Pages

20 September 2023

The field of regenerative medicine is constantly advancing and aims to repair, regenerate, or substitute impaired or unhealthy tissues and organs using cutting-edge approaches such as stem cell-based therapies, gene therapy, and tissue engineering. N...

  • Article
  • Open Access
97 Citations
8,287 Views
37 Pages

Golf Optimization Algorithm: A New Game-Based Metaheuristic Algorithm and Its Application to Energy Commitment Problem Considering Resilience

  • Zeinab Montazeri,
  • Taher Niknam,
  • Jamshid Aghaei,
  • Om Parkash Malik,
  • Mohammad Dehghani and
  • Gaurav Dhiman

In this research article, we uphold the principles of the No Free Lunch theorem and employ it as a driving force to introduce an innovative game-based metaheuristic technique named Golf Optimization Algorithm (GOA). The GOA is meticulously structured...

  • Article
  • Open Access
91 Citations
7,822 Views
62 Pages

Lyrebird Optimization Algorithm: A New Bio-Inspired Metaheuristic Algorithm for Solving Optimization Problems

  • Mohammad Dehghani,
  • Gulnara Bektemyssova,
  • Zeinab Montazeri,
  • Galymzhan Shaikemelev,
  • Om Parkash Malik and
  • Gaurav Dhiman

In this paper, a new bio-inspired metaheuristic algorithm called the Lyrebird Optimization Algorithm (LOA) that imitates the natural behavior of lyrebirds in the wild is introduced. The fundamental inspiration of LOA is the strategy of lyrebirds when...

  • Article
  • Open Access
75 Citations
5,885 Views
54 Pages

Kookaburra Optimization Algorithm: A New Bio-Inspired Metaheuristic Algorithm for Solving Optimization Problems

  • Mohammad Dehghani,
  • Zeinab Montazeri,
  • Gulnara Bektemyssova,
  • Om Parkash Malik,
  • Gaurav Dhiman and
  • Ayman E. M. Ahmed

In this paper, a new bio-inspired metaheuristic algorithm named the Kookaburra Optimization Algorithm (KOA) is introduced, which imitates the natural behavior of kookaburras in nature. The fundamental inspiration of KOA is the strategy of kookaburras...

  • Review
  • Open Access
73 Citations
25,521 Views
22 Pages

A Review of Myoelectric Control for Prosthetic Hand Manipulation

  • Ziming Chen,
  • Huasong Min,
  • Dong Wang,
  • Ziwei Xia,
  • Fuchun Sun and
  • Bin Fang

Myoelectric control for prosthetic hands is an important topic in the field of rehabilitation. Intuitive and intelligent myoelectric control can help amputees to regain upper limb function. However, current research efforts are primarily focused on d...

  • Review
  • Open Access
69 Citations
19,501 Views
70 Pages

The application of artificial intelligence in everyday life is becoming all-pervasive and unavoidable. Within that vast field, a special place belongs to biomimetic/bio-inspired algorithms for multiparameter optimization, which find their use in a la...

  • Review
  • Open Access
67 Citations
11,019 Views
19 Pages

Recent Tissue Engineering Approaches to Mimicking the Extracellular Matrix Structure for Skin Regeneration

  • Rikako Hama,
  • James W. Reinhardt,
  • Anudari Ulziibayar,
  • Tatsuya Watanabe,
  • John Kelly and
  • Toshiharu Shinoka

Inducing tissue regeneration in many skin defects, such as large traumatic wounds, burns, other physicochemical wounds, bedsores, and chronic diabetic ulcers, has become an important clinical issue in recent years. Cultured cell sheets and scaffolds...

  • Article
  • Open Access
67 Citations
7,389 Views
60 Pages

A new metaheuristic algorithm called green anaconda optimization (GAO) which imitates the natural behavior of green anacondas has been designed. The fundamental inspiration for GAO is the mechanism of recognizing the position of the female species by...

  • Article
  • Open Access
66 Citations
5,842 Views
41 Pages

Giant Armadillo Optimization: A New Bio-Inspired Metaheuristic Algorithm for Solving Optimization Problems

  • Omar Alsayyed,
  • Tareq Hamadneh,
  • Hassan Al-Tarawneh,
  • Mohammad Alqudah,
  • Saikat Gochhait,
  • Irina Leonova,
  • Om Parkash Malik and
  • Mohammad Dehghani

In this paper, a new bio-inspired metaheuristic algorithm called Giant Armadillo Optimization (GAO) is introduced, which imitates the natural behavior of giant armadillo in the wild. The fundamental inspiration in the design of GAO is derived from th...

  • Article
  • Open Access
63 Citations
7,240 Views
48 Pages

OOBO: A New Metaheuristic Algorithm for Solving Optimization Problems

  • Mohammad Dehghani,
  • Eva Trojovská,
  • Pavel Trojovský and
  • Om Parkash Malik

This study proposes the One-to-One-Based Optimizer (OOBO), a new optimization technique for solving optimization problems in various scientific areas. The key idea in designing the suggested OOBO is to effectively use the knowledge of all members in...

  • Review
  • Open Access
62 Citations
11,354 Views
26 Pages

Convergence of 3D Bioprinting and Nanotechnology in Tissue Engineering Scaffolds

  • Shike Zhang,
  • Xin Chen,
  • Mengyao Shan,
  • Zijuan Hao,
  • Xiaoyang Zhang,
  • Lingxian Meng,
  • Zhen Zhai,
  • Linlin Zhang,
  • Xuying Liu and
  • Xianghong Wang

Three-dimensional (3D) bioprinting has emerged as a promising scaffold fabrication strategy for tissue engineering with excellent control over scaffold geometry and microstructure. Nanobiomaterials as bioinks play a key role in manipulating the cellu...

  • Review
  • Open Access
59 Citations
12,608 Views
21 Pages

Underwater Undulating Propulsion Biomimetic Robots: A Review

  • Gongbo Li,
  • Guijie Liu,
  • Dingxin Leng,
  • Xin Fang,
  • Guanghao Li and
  • Wenqian Wang

The traditional propeller-based propulsion of underwater robots is inefficient and poorly adapted to practice. By contrast, underwater biomimetic robots show better stability and maneuverability in harsh marine environments. This is particularly true...

  • Article
  • Open Access
58 Citations
4,825 Views
24 Pages

A Novel Bio-Inspired Optimization Algorithm Design for Wind Power Engineering Applications Time-Series Forecasting

  • Faten Khalid Karim,
  • Doaa Sami Khafaga,
  • Marwa M. Eid,
  • S. K. Towfek and
  • Hend K. Alkahtani

Wind patterns can change due to climate change, causing more storms, hurricanes, and quiet spells. These changes can dramatically affect wind power system performance and predictability. Researchers and practitioners are creating more advanced wind p...

  • Review
  • Open Access
57 Citations
12,354 Views
36 Pages

Image processing technology has always been a hot and difficult topic in the field of artificial intelligence. With the rise and development of machine learning and deep learning methods, swarm intelligence algorithms have become a hot research direc...

  • Review
  • Open Access
56 Citations
4,299 Views
29 Pages

Transforming Object Design and Creation: Biomaterials and Contemporary Manufacturing Leading the Way

  • Antreas Kantaros,
  • Theodore Ganetsos and
  • Florian Ion Tiberiu Petrescu

In the field of three-dimensional object design and fabrication, this paper explores the transformative potential at the intersection of biomaterials, biopolymers, and additive manufacturing. Drawing inspiration from the intricate designs found in th...

  • Article
  • Open Access
55 Citations
2,569 Views
18 Pages

Application of Machine Learning to Predict COVID-19 Spread via an Optimized BPSO Model

  • Eman H. Alkhammash,
  • Sara Ahmad Assiri,
  • Dalal M. Nemenqani,
  • Raad M. M. Althaqafi,
  • Myriam Hadjouni,
  • Faisal Saeed and
  • Ahmed M. Elshewey

28 September 2023

During the pandemic of the coronavirus disease (COVID-19), statistics showed that the number of affected cases differed from one country to another and also from one city to another. Therefore, in this paper, we provide an enhanced model for predicti...

  • Review
  • Open Access
54 Citations
10,862 Views
28 Pages

Any equipment submerged in the ocean will have its surface attacked by fouling organisms, which can cause serious damage. Traditional antifouling coatings contain heavy metal ions, which also have a detrimental effect on the marine ecological environ...

  • Review
  • Open Access
51 Citations
36,598 Views
29 Pages

Biomimicry in Architecture: A Review of Definitions, Case Studies, and Design Methods

  • Nathalie Verbrugghe,
  • Eleonora Rubinacci and
  • Ahmed Z. Khan

Biomimicry, as a field of science, is mainly defined as a solution for design problems inspired by natural models, systems, and elements. For the built environment, using nature as a guide can enhance sustainability or even go beyond that and generat...

  • Review
  • Open Access
50 Citations
6,940 Views
33 Pages

Molecularly Imprinted Polymer-Based Biomimetic Systems for Sensing Environmental Contaminants, Biomarkers, and Bioimaging Applications

  • Kalaipriya Ramajayam,
  • Selvaganapathy Ganesan,
  • Purnimajayasree Ramesh,
  • Maya Beena,
  • Thangavelu Kokulnathan and
  • Arunkumar Palaniappan

Molecularly imprinted polymers (MIPs), a biomimetic artificial receptor system inspired by the human body’s antibody-antigen reactions, have gained significant attraction in the area of sensor development applications, especially in the areas o...

  • Review
  • Open Access
49 Citations
7,972 Views
19 Pages

The biological and mechanical functions of bone rely critically on the inorganic constituent, which can be termed as bone apatite nanocrystal. It features a hydroxylapatite-like crystalline structure, complex chemical compositions (e.g., carbonate-co...

  • Review
  • Open Access
48 Citations
13,343 Views
73 Pages

Bioinspired and Multifunctional Tribological Materials for Sliding, Erosive, Machining, and Energy-Absorbing Conditions: A Review

  • Rahul Kumar,
  • Mansoureh Rezapourian,
  • Ramin Rahmani,
  • Himanshu S. Maurya,
  • Nikhil Kamboj and
  • Irina Hussainova

Friction, wear, and the consequent energy dissipation pose significant challenges in systems with moving components, spanning various domains, including nanoelectromechanical systems (NEMS/MEMS) and bio-MEMS (microrobots), hip prostheses (biomaterial...

  • Article
  • Open Access
47 Citations
3,772 Views
19 Pages

In large datasets, irrelevant, redundant, and noisy attributes are often present. These attributes can have a negative impact on the classification model accuracy. Therefore, feature selection is an effective pre-processing step intended to enhance t...

  • Review
  • Open Access
45 Citations
12,352 Views
58 Pages

This review explores the extensive applications of plants in areas of biomimetics and bioinspiration, highlighting their role in developing sustainable solutions across various fields such as medicine, materials science, and environmental technology....

  • Review
  • Open Access
43 Citations
6,946 Views
27 Pages

Biomimetic Scaffolds of Calcium-Based Materials for Bone Regeneration

  • Ki Ha Min,
  • Dong Hyun Kim,
  • Koung Hee Kim,
  • Joo-Hyung Seo and
  • Seung Pil Pack

Calcium-based materials, such as calcium carbonate, calcium phosphate, and calcium silicate, have attracted significant attention in biomedical research, owing to their unique physicochemical properties and versatile applications. The distinctive cha...

  • Article
  • Open Access
43 Citations
5,413 Views
30 Pages

Multi-Strategy Improved Dung Beetle Optimization Algorithm and Its Applications

  • Mingjun Ye ,
  • Heng Zhou,
  • Haoyu Yang,
  • Bin Hu and
  • Xiong Wang

The dung beetle optimization (DBO) algorithm, a swarm intelligence-based metaheuristic, is renowned for its robust optimization capability and fast convergence speed. However, it also suffers from low population diversity, susceptibility to local opt...

  • Article
  • Open Access
41 Citations
3,808 Views
22 Pages

Dynamic Path Planning of Mobile Robot Based on Improved Sparrow Search Algorithm

  • Lisang Liu,
  • Jingrun Liang,
  • Kaiqi Guo,
  • Chengyang Ke,
  • Dongwei He and
  • Jian Chen

Aiming at the shortcomings of the traditional sparrow search algorithm (SSA) in path planning, such as its high time-consumption, long path length, it being easy to collide with static obstacles and its inability to avoid dynamic obstacles, this pape...

  • Article
  • Open Access
40 Citations
4,576 Views
34 Pages

This paper discusses a hybrid grey wolf optimizer utilizing a clone selection algorithm (pGWO-CSA) to overcome the disadvantages of a standard grey wolf optimizer (GWO), such as slow convergence speed, low accuracy in the single-peak function, and ea...

  • Review
  • Open Access
40 Citations
33,024 Views
44 Pages

Artificial Photosynthesis: Current Advancements and Future Prospects

  • Abniel Machín,
  • María Cotto,
  • José Ducongé and
  • Francisco Márquez

Artificial photosynthesis is a technology with immense potential that aims to emulate the natural photosynthetic process. The process of natural photosynthesis involves the conversion of solar energy into chemical energy, which is stored in organic c...

  • Article
  • Open Access
38 Citations
4,364 Views
35 Pages

Revolutionizing Oral Cancer Detection: An Approach Using Aquila and Gorilla Algorithms Optimized Transfer Learning-Based CNNs

  • Mahmoud Badawy,
  • Hossam Magdy Balaha,
  • Ahmed S. Maklad,
  • Abdulqader M. Almars and
  • Mostafa A. Elhosseini

The early detection of oral cancer is pivotal for improving patient survival rates. However, the high cost of manual initial screenings poses a challenge, especially in resource-limited settings. Deep learning offers an enticing solution by enabling...

  • Review
  • Open Access
37 Citations
16,017 Views
22 Pages

Applications of Biomimicry in Architecture, Construction and Civil Engineering

  • Mariam AlAli,
  • Yara Mattar,
  • Mhd Amer Alzaim and
  • Salwa Beheiry

Globally, the construction sector is regarded as one of the major contributors to greenhouse gas emissions, energy consumption, freshwater usage, resource utilization, and solid waste generation. With a constantly growing population and increased urb...

  • Article
  • Open Access
36 Citations
4,800 Views
41 Pages

This paper introduces the Botox Optimization Algorithm (BOA), a novel metaheuristic inspired by the Botox operation mechanism. The algorithm is designed to address optimization problems, utilizing a human-based approach. Taking cues from Botox proced...

  • Article
  • Open Access
36 Citations
3,019 Views
23 Pages

Evolutionary Computing for the Radiative–Convective Heat Transfer of a Wetted Wavy Fin Using a Genetic Algorithm-Based Neural Network

  • B. S. Poornima,
  • Ioannis E. Sarris,
  • K. Chandan,
  • K.V. Nagaraja,
  • R. S. Varun Kumar and
  • Samia Ben Ahmed

Evolutionary algorithms are a large class of optimization techniques inspired by the ideas of natural selection, and can be employed to address challenging problems. These algorithms iteratively evolve populations using crossover, which combines gene...

  • Article
  • Open Access
36 Citations
4,476 Views
35 Pages

Metaheuristic optimization algorithms play an essential role in optimizing problems. In this article, a new metaheuristic approach called the drawer algorithm (DA) is developed to provide quasi-optimal solutions to optimization problems. The main ins...

  • Review
  • Open Access
35 Citations
6,969 Views
19 Pages

Bone regeneration is a complex process that involves various growth factors, cell types, and extracellular matrix components. A crucial aspect of this process is the formation of a vascular network, which provides essential nutrients and oxygen and p...

  • Review
  • Open Access
34 Citations
7,901 Views
42 Pages

Fabrication Strategies for Bioceramic Scaffolds in Bone Tissue Engineering with Generative Design Applications

  • Bilal Cinici,
  • Sule Yaba,
  • Mustafa Kurt,
  • Huseyin C. Yalcin,
  • Liviu Duta and
  • Oguzhan Gunduz

The aim of this study is to provide an overview of the current state-of-the-art in the fabrication of bioceramic scaffolds for bone tissue engineering, with an emphasis on the use of three-dimensional (3D) technologies coupled with generative design...

  • Review
  • Open Access
33 Citations
7,780 Views
22 Pages

The Role of Bioceramics for Bone Regeneration: History, Mechanisms, and Future Perspectives

  • Md Amit Hasan Tanvir,
  • Md Abdul Khaleque,
  • Ga-Hyun Kim,
  • Whang-Yong Yoo and
  • Young-Yul Kim

Osteoporosis is a skeletal disorder marked by compromised bone integrity, predisposing individuals, particularly older adults and postmenopausal women, to fractures. The advent of bioceramics for bone regeneration has opened up auspicious pathways fo...

  • Review
  • Open Access
33 Citations
6,214 Views
40 Pages

Biomaterials-Based Antioxidant Strategies for the Treatment of Oxidative Stress Diseases

  • Maria Perez-Araluce,
  • Tomasz Jüngst,
  • Carmen Sanmartin,
  • Felipe Prosper,
  • Daniel Plano and
  • Manuel M. Mazo

Oxidative stress is characterized by an increase in reactive oxygen species or a decrease in antioxidants in the body. This imbalance leads to detrimental effects, including inflammation and multiple chronic diseases, ranging from impaired wound heal...

  • Review
  • Open Access
33 Citations
7,717 Views
14 Pages

The adhesion of marine-fouling organisms to ships significantly increases the hull surface resistance and expedites hull material corrosion. This review delves into the marine biofouling mechanism on marine material surfaces, analyzing the fouling or...

  • Review
  • Open Access
33 Citations
6,802 Views
29 Pages

There is no doubt that the involvement of the Internet of Things (IoT) in our daily lives has changed the way we live and interact as a global community, as IoT enables intercommunication of digital objects around us, creating a pervasive environment...

  • Article
  • Open Access
33 Citations
5,339 Views
24 Pages

Classification of Breast Cancer Using Transfer Learning and Advanced Al-Biruni Earth Radius Optimization

  • Amel Ali Alhussan,
  • Abdelaziz A. Abdelhamid,
  • S. K. Towfek,
  • Abdelhameed Ibrahim,
  • Laith Abualigah,
  • Nima Khodadadi,
  • Doaa Sami Khafaga,
  • Shaha Al-Otaibi and
  • Ayman Em Ahmed

Breast cancer is one of the most common cancers in women, with an estimated 287,850 new cases identified in 2022. There were 43,250 female deaths attributed to this malignancy. The high death rate associated with this type of cancer can be reduced wi...

  • Article
  • Open Access
33 Citations
16,920 Views
24 Pages

The construction industry makes a significant contribution to global CO2 emissions. Material extraction, processing, and demolition account for most of its environmental impact. As a response, there is an increasing interest in developing and impleme...

  • Perspective
  • Open Access
32 Citations
16,794 Views
29 Pages

The applicability of computational models to the biological world is an active topic of debate. We argue that a useful path forward results from abandoning hard boundaries between categories and adopting an observer-dependent, pragmatic view. Such a...

  • Article
  • Open Access
32 Citations
3,306 Views
38 Pages

Sand cat swarm optimization algorithm (SCSO) keeps a potent and straightforward meta-heuristic algorithm derived from the distant sense of hearing of sand cats, which shows excellent performance in some large-scale optimization problems. However, the...

  • Article
  • Open Access
32 Citations
3,868 Views
21 Pages

Diagnosis of Monkeypox Disease Using Transfer Learning and Binary Advanced Dipper Throated Optimization Algorithm

  • Amal H. Alharbi,
  • S. K. Towfek,
  • Abdelaziz A. Abdelhamid,
  • Abdelhameed Ibrahim,
  • Marwa M. Eid,
  • Doaa Sami Khafaga,
  • Nima Khodadadi,
  • Laith Abualigah and
  • Mohamed Saber

The virus that causes monkeypox has been observed in Africa for several years, and it has been linked to the development of skin lesions. Public panic and anxiety have resulted from the deadly repercussions of virus infections following the COVID-19...

  • Article
  • Open Access
31 Citations
3,016 Views
22 Pages

A Novel Heteromorphous Convolutional Neural Network for Automated Assessment of Tumors in Colon and Lung Histopathology Images

  • Saeed Iqbal,
  • Adnan N. Qureshi,
  • Musaed Alhussein,
  • Khursheed Aurangzeb and
  • Seifedine Kadry

The automated assessment of tumors in medical image analysis encounters challenges due to the resemblance of colon and lung tumors to non-mitotic nuclei and their heteromorphic characteristics. An accurate assessment of tumor nuclei presence is cruci...

  • Review
  • Open Access
31 Citations
6,998 Views
14 Pages

Recent Development and Application of “Nanozyme” Artificial Enzymes—A Review

  • Sivakamavalli Jeyachandran,
  • Ramachandran Srinivasan,
  • Thiyagarajan Ramesh,
  • Arumugam Parivallal,
  • Jintae Lee and
  • Ezhaveni Sathiyamoorthi

21 September 2023

Nanozymes represent a category of nano-biomaterial artificial enzymes distinguished by their remarkable catalytic potency, stability, cost-effectiveness, biocompatibility, and degradability. These attributes position them as premier biomaterials with...

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Biomimetics - ISSN 2313-7673