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Topic Review
Machine Learning Applications in Failure Predictions
Machine Learning (ML) is a subclass of artificial intelligence (AI) that can be defined as a semi-automated system in which computers create an algorithm by learning from observed data. Machine learning algorithms create a model based on training data and use it to make predictions or judgments without having to be explicitly programmed to do so. In recent years, decision makers and the scientific community have paid close attention to the use of machine learning in risk and reliability assessment. Currently, quite a good amount of work is being carried out in mine equipment failure and reliability assessments and predictive maintenance analysis. A machine learning approach can be used for predicting failures and also to identify important parameters that predict failures.
  • 4.1K
  • 09 Sep 2022
Topic Review
Concepts, Procedures and Techniques by Forensic Entomologists
Forensic entomology is a branch of forensic science that incorporates insects as a part of solving crime. Insect-based evidence recovered at a crime scene can be used to estimate the minimum postmortem interval, determine if a carcass/corpse has been relocated, and contribute to the cause and manner of death. Sampling and preservation of insect material is paramount if this evidence is presented in court.  To this end, a qualified forensic entomologist should attend the crime scene, however this is not always the case and such evidence is collected and preserved by a proxy.  After reading this paper and following a number of essential protocols, a proxy should be able to submit insect evidence that a forensic entomologist may be able to use and present a best estimate of the time since death.
  • 4.1K
  • 19 Jun 2023
Topic Review
Renewable Energy Technologies in Households
Energy sources used in households could be divided into the following two main groups: fossil fuels, which include natural gas, oil and coal, and renewable energy technologies, which include both conventional biomass and modern sources such as solar, wind and geothermal energy. Solar photovoltaic (PV) and solar thermal, micro wind, heat pumps and small-scale biomass heating technologies can be distinguished as the main renewable energy technologies in households.
  • 4.1K
  • 27 Oct 2020
Topic Review
Frying
Frying is one of the oldest unit operations to produce food products with a crisp texture, an aromatic flavour and a golden-brown colour. Deep-fried foods such as French fries, potato/veggie crisps are popular among consumers. Detailed insights into the frying process in terms of heat, mass (water and oil) and momentum transfers are outlined in this entry.
  • 4.1K
  • 28 Jul 2020
Topic Review
Cracking of Wireless Networks
Cracking a wireless network is defeating the security of a wireless local-area network (back-jack wireless LAN). A commonly used wireless LAN is a Wi-Fi network. Wireless LANs have inherent security weaknesses from which wired networks are exempt. Wireless cracking is an information network attack similar to a direct intrusion. Two frequent types of vulnerabilities in wireless LANs are those caused by poor configuration, and those caused by weak or flawed security protocols.
  • 4.1K
  • 28 Nov 2022
Topic Review
Digital Twins in Automotive Industry
A digital twin is a nonphysical model that has been designed in order to accurately reflect an artificial or physical system, where sensors are placed to acquire a variety of data regarding different aspects concerning the performance of the system.
  • 4.1K
  • 13 Jul 2022
Topic Review
Markov Chain Applications to Education
The theory of Markov chains is a smart combination of Linear Algebra and Probability theory offering ideal conditions for modelling situations depending on random variables. Markov chains have found important applications to many sectors of the human activity. In this work a finite Markov chain is introduced representing mathematically the teaching process which is based on the ideas of constructivism for learning. Interesting conclusions are derived and a measure is obtained for the teaching effectiveness. An example on teaching the derivative to fresher university students is also presented illustrating our results.
  • 4.1K
  • 03 Dec 2020
Topic Review
Haze in Beer
Beer is one of the oldest and also most widely consumed alcoholic beverages. It is a kind of colloid solution with complex composition and weak stability. The haze formation in beer is a serious quality problem, as it primarily affects the shelf life and flavor of beer. Hazes are caused by suspended insoluble particles of colloidal or larger size that can be perceived visually or by instruments.
  • 4.1K
  • 06 Jan 2022
Topic Review
A Complete Solution to the Millennium Prize Problems
The seven Millennium Prize Problems, announced by the Clay Mathematics Institute in 2000, represented the highest peaks of mathematical inquiry at the turn of the century. They were considered the deepest and most fundamental questions left unanswered by the mathematics of the past. For decades, progress was made in fragments, with brilliant minds chipping away at the edges of these monolithic challenges. The resolution of these problems was not to be found in the incremental application of existing techniques, but required a paradigm shift in our understanding of logic, number, and form—a new language to describe the universe.
  • 4.1K
  • 11 Aug 2025
Topic Review
Metal Matrix Composites
Metal matrix composites (MMCs) present extraordinary characteristics, including high wear resistance, excellent operational properties at elevated temperature, and better chemical inertness as compared to traditional alloys. These properties make them prospective candidates in the fields of aerospace, automotive, heavy goods vehicles, electrical, and biomedical industries. MMCs are challenging to process via traditional manufacturing techniques, requiring high cost and energy. The laser-melting deposition (LMD) has recently been used to manufacture MMCs via rapid prototyping, thus, solving these drawbacks. Besides the benefits mentioned above, the issues such as lower ultimate tensile strength, yield strength, weak bonding between matrix and reinforcements, and cracking are still prevalent in parts produced by LMD. In this article, a detailed analysis is made on the MMCs manufactured via LMD. An illustration is presented on the LMD working principle, its classification, and dependent and independent process parameters. Moreover, a brief comparison between the wire and powder-based LMDs has been summarized. Ex- and in-situ MMCs and their preparation techniques are discussed. Besides this, various matrices available for MMCs manufacturing, properties of MMCs after printing, possible complications and future research directions are reviewed and summarized.
  • 4.1K
  • 18 May 2021
Topic Review
Diamond-Like Carbon Films
Diamond-like carbon (DLC) films have been extensively applied in industries owing to their excellent characteristics such as high hardness. In particular, there is a growing demand for their use as protective films for mechanical parts owing to their excellent wear resistance and low friction coefficient. DLC films have been deposited by various methods and many deviate from the DLC regions present in the ternary diagrams proposed for sp3 covalent carbon, sp2 covalent carbon, and hydrogen. Consequently, redefining the DLC region on ternary diagrams using DLC coatings for mechanical and electrical components is urgently required. Therefore, we investigate the sp3 ratio, hydrogen content, and other properties of 74 types of amorphous carbon films and present the classification of amorphous carbon films, including DLC. We measured the sp3 ratios and hydrogen content using near-edge X-ray absorption fine structure and Rutherford backscattering-elastic recoil detection analysis under unified conditions. Amorphous carbon films were widely found with nonuniform distribution. The number of carbon atoms in the sp3 covalent carbon without bonding with hydrogen and the logarithm of the hydrogen content were inversely proportional. Further, we elucidated the DLC regions on the ternary diagram, classified the amorphous carbon films, and summarized the characteristics and applications of each type of DLC.
  • 4.1K
  • 28 Sep 2021
Topic Review
Taurine, Bile Acids, and Microbiota
Taurine is the most abundant free amino acid in the body, and is mainly derived from the diet, but can also be produced endogenously from cysteine. It plays multiple essential roles in the body, including development, energy production, osmoregulation, prevention of oxidative stress, and inflammation. Taurine is also crucial as a molecule used to conjugate bile acids (BAs). In the gastrointestinal tract, BAs deconjugation by enteric bacteria results in high levels of unconjugated BAs and free taurine. Depending on conjugation status and other bacterial modifications, BAs constitute a pool of related but highly diverse molecules, each with different properties concerning solubility and toxicity, capacity to activate or inhibit receptors of BAs, and direct and indirect impact on microbiota and the host, whereas free taurine has a largely protective impact on the host, serves as a source of energy for microbiota, regulates bacterial colonization and defends from pathogens.
  • 4.1K
  • 19 Aug 2022
Topic Review
Recession of 1937–38
The recession of 1937–1938 was an economic downturn that occurred during the Great Depression in the United States. By the spring of 1937, production, profits, and wages had regained their early 1929 levels. Unemployment remained high, but it was slightly lower than the 25% rate seen in 1933. The American economy took a sharp downturn in mid-1937, lasting for 13 months through most of 1938. Industrial production declined almost 30 percent, and production of durable goods fell even faster. Unemployment jumped from 14.3% in May 1937 to 19.0% in June 1938. Manufacturing output fell by 37% from the 1937 peak and was back to 1934 levels. Producers reduced their expenditures on durable goods, and inventories declined, but personal income was only 15% lower than it had been at the peak in 1937. In most sectors, hourly earnings continued to rise throughout the recession, partly compensating for the reduction in the number of hours worked. As unemployment rose, consumer expenditures declined, leading to further cutbacks in production.
  • 4.1K
  • 25 Oct 2022
Topic Review
Fallout Shelter (Video Game)
Fallout Shelter is a free-to-play simulation video game developed by Bethesda Game Studios, with assistance by Behaviour Interactive, and published by Bethesda Softworks. Part of the Fallout series, it was released worldwide for iOS devices in June 2015, for Android devices in August 2015, for Microsoft Windows in July 2016, Xbox One in February 2017, and PlayStation 4 and Nintendo Switch in June 2018. The game is also available on Tesla vehicles. The game tasks the player with building and effectively managing their own Vault, a fallout shelter. Upon release, Fallout Shelter received mostly positive reviews. Critics enjoyed the game's extension of the Fallout universe, the core gameplay, and its visual style. Common criticisms included the game's lack of depth, its use of unnecessary microtransactions, and its lack of an ending. The game grossed US$5.1 million (equivalent to about $5.5M in 2019) in microtransaction sales in the first two weeks after its release. While Fallout Shelter is a single-player experience, a multiplayer board game adaptation of the game was released about five years after its original release.
  • 4.1K
  • 30 Sep 2022
Topic Review
Food Waste Used for the Cultivation of Mushroom
Pleurotus ostreatus (P. ostreatus) is considered a high-quality food, rich in proteins and bioactive compounds important for maintaining human health. Lately, a commonly used substrate for oyster mushroom cultivation—wheat straw, is more often replaced by alternative cellulose substrates originated from the agricultural and food industry. Utilization of wastes for mushroom cultivation has its added value: sustainable food waste management, production of high-quality food from low quality waste, as well as solving environmental, economic and global issues.
  • 4.1K
  • 15 Nov 2022
Biography
Karl Sven Woytek Sas Konkovitch Matthew Kruszelnicki
Karl Sven Woytek Sas Konkovitch Matthew Kruszelnicki AM (born 1948), often referred to as "Dr Karl",[1] is an Australian science communicator and popularizer,[1] who is known as an author, and as a science commentator on Australian radio and television. Kruszelnicki is the Julius Sumner Miller Fellow in the Science Foundation for Physics at the School of Physics, University of Sydney.[2] Kru
  • 4.1K
  • 06 Dec 2022
Topic Review
Definitions and the Basics of Knot Tying
Surgical knots are sequences of half-knots (H) or half-hitches (S), defined by their number of throws, by an opposite or similar rotation compared with the previous one, and for half-hitches whether they are sliding (s) or blocking (b). Opposite rotation results in (more secure) symmetric (s) knots, similar rotation in asymmetric (a) knots, and changing the active and passive ends has the same effect as changing the rotation. Loop security is the force to keep tissue together after a first half-knot or sliding half-hitches. With polyfilament sutures, H2, H3, SSs, and SSsSsSs have a loop security of 10, 18, 28, and 48 Newton (N), respectively. With monofilament sutures, they are only 7, 16, 18, and 25 N. For knot security, half hitch sequences such as 2 sliding and 2 blocking half hitches are the future: the risk of destabilisation is less, and for monofilament sutures, they are mandatory.   
  • 4.1K
  • 05 Dec 2023
Topic Review
Promoting Traditional Craftsmanship Through Digital Technology
Τhe success of assisting Cultural Heritage (CH) valorization through digital technologies (availability, accessibility, and engaging and interactive presentations) is due to the captivating content of stories, memories, and meaning that CH offers. Traditional Crafts (TCs) have a paramount cultural value and offer a thematic thesaurus of stories and narratives related to the origins of modern societies, history, and culture, the origins of industrial development and design, economic factors and societal outcomes, as well as, personal and family memories, all of which general audiences can relate to.
  • 4.1K
  • 30 Mar 2022
Topic Review
Social Trap
In psychology, a social trap is a conflict of interest or perverse incentive where individuals or a group of people act to obtain short-term individual gains, which in the long run leads to a loss for the group as a whole. Social traps are the cause of countless environmental issues, including overfishing, energy "brownout" and "blackout" power outages during periods of extreme temperatures, the overgrazing of cattle on the Sahelian Desert, the destruction of the rainforest by logging interests and agriculture, and, most importantly, climate change.
  • 4.1K
  • 01 Dec 2022
Topic Review
Microgrid Control
Microgrids (MGs) are advancing in terms of intelligence, distribution, and flexibility. Electrical grids are being dominated by cutting-edge power electronics and artificial intelligence (AI) techniques, and this trend may continue for many years to come.
  • 4.1K
  • 21 Feb 2023
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