Non-experts could harness machine learning with new platform

“We don’t know much about how non-experts in machine learning come to learn algorithmic tools,” said Swati Mishra, the PhD candidate who led the study. “The reason is that there’s a hype that’s developed that suggests machine learning is for the ordained.” As machine learning has penetrated all sorts of industries populated by people without computing expertise, the need for effective tools to enable new users in leveraging AI is unprecedented, she argued. While existing research has mostly focused on understanding users and their challenges when navigating AI tools, this research approaches the challenge from the opposite direction: how can a system be designed such that users with limited algorithmic expertise but considerable domain expertise learn to integrate existing models into their…

British-made hybrid cars to travel on train powered by vegetable oil

The Department of Transport is working with rail freight operator DB Cargo to use the sustainable hydro-treated vegetable oil (HVO) fuel in one of its locomotives to purportedly cut carbon emissions by up to 90 per cent compared to diesel. The train, named ‘I’m a climate hero’, is seen as a step in the transition towards the government’s legally binding goal of net zero by 2050. DB Cargo is the largest rail freight operating company in the country and has been trialling and expanding its use of HVO as a way to reduce carbon emissions in the short term. This new service using HVO will transport Toyotas built in Derby to continental Europe through the Channel Tunnel and import Toyotas on its return leg. Rail minister Chris Heaton-Harris said: “We are boosting British business while cutting…

AI system could help protect health of US Navy divers

The research team at the University of Illinois Chicago (UIC) was awarded a grant of $725,000 (£520,000) by the US Office of Naval Research to pursue the project. Sailors are sent into all kinds of water as part of their service in the US Navy, but they have limited resources to understand in real-time the health risks that may exist when they conduct underwater duties – from fleet maintenance and repairs to search and rescue and research missions. The most reliable water testing technologies typically rely on lab-based analysis of samples and scientists knowing which microbes to screen. But with dynamic weather, currents, water temperatures, and sewage and pollution factors, the exact condition of water, particularly of coastal water, at a specific time is hard to predict. “By the time…

Summer STEM Challenge: The Art of Heat

STEM Challenge #50: How do you create a masterpiece with heat? William Fox Talbot was one of the first people to take photographs, ‘painting with light’, although in the 1830s hours of full sunshine were needed. Thermal paper also needs a lot of energy to get a pic. But you won’t need to wait hours.  The simplest way to get a picture out of thermal paper is to rub it while it lies – sensitive side up – against an interesting, engraved surface. It’s that simple! The ‘magic’ is that the paper coating turns from clear to coloured when it gets to 100°C. The friction, of course, yields heat, and heat produces colour. It’s a bit like brass rubbing, where copies are made from artistic engravings by rubbing a stick of black wax over paper on the brass, but without the wax. Most thermal paper…

View from India: SUVs and EVs give new dimension to mobility

Tesla Inc has indicated that it plans to expand into the Indian market, which is among the biggest emerging car markets in the world. If the taxes on import duties are lowered, Tesla Inc may set up a factory in the country. Whether this will happen remains to be seen, but what needs to be noted is that the global auto maker has perceived India as a destination for electric vehicle (EV) investments. EVs have gained traction in India – leading companies such as Kia India, Tata Motors, Mercedes-Benz India, Audi India and Maruti Suzuki India have plugged in their EVs in the country. In retrospect, having an electric car was like trying to maintain a white elephant: EVs were priced high and hardly offered fuel efficiency. Given the proliferation of EVs, it’s obvious that this perception has changed…

Einstein’s theory confirmed after light seen emerging from ‘inside’ black hole

Bright X-ray flares were being observed emerging from a supermassive black hole which lies at the centre of a galaxy 800 million light-years away, an intriguing but not unique phenomenon. However, additional flashes of X-rays that were smaller, later and of different 'colours' than the bright flares were later detected that were much more unexpected by the scientists. These were dubbed “luminous echoes”, which according to theory are consistent with X-rays reflected from behind the black hole. “Any light that goes into that black hole doesn’t come out, so we shouldn’t be able to see anything that’s behind the black hole,” said Stanford University astrophysicist Dan Wilkins. “The reason we can see that is because that black hole is warping space, bending light and twisting magnetic fields…

UK car manufacturers show only partial recovery from Covid-19 slump

UK spaceflight regulations launched; government eyes 2022 for first flight

The Department for Transport has been consulting on and developing the rules for regulating the UK space industry, which it hopes to unlock “a potential £4bn of market opportunities” over the next decade while creating thousands of jobs. At present, there are no spaceports anywhere in Europe, with European companies and agencies using spaceports in Russia, the Americas, and elsewhere for their launches. However, the UK government is pinning hopes on the establishment of Europe’s first spaceport in a rural part of the country. Proposed locations include the Western Isles, Glasgow, Machrihanish, Sutherland, and Shetland (all in Scotland), Newquay in Cornwall, and Snowdonia in North Wales. It is hoped the UK space industry will launch satellites to improve satellite navigation systems, and…

UK faces regular bouts of 40°C heat even if climate change is tackled

The latest data from its State Of The UK Climate 2020 report shows that 2020 was the first year to have temperature, rain and sunshine rankings all in the top 10 since the beginning of weather data collection. All of the top-ten warmest years for the UK in records back to 1884 have occurred since 2002, and, for central England, the 21st century so far has been warmer than the previous three centuries. Furthermore, the last 30-year period (1991-2020) has been 0.9°C warmer than the preceding 30 years (1961-1990) and this warming trend is evident across all months and all countries in the UK. The greatest warming compared to 1961-1990 has been across the East Midlands and East Anglia where average annual temperatures have increased by more than 1°C, with the least warming around western…

Ministry of Defence invests £250m to advance Tempest combat aircraft project

The contract, signed by aerospace company and core partner BAE Systems, officially marks the start of the programme’s concept and assessment phase.  According to its developers, continued funding of Tempest underlines the government’s confidence in the progress and maturity of the programme, which will deliver the military, industrial and economic requirements of the nation’s combat air strategy. “Today marks a momentous step in the next phase of our future combat air system (FCAS), with a multi-million-pound investment that draws on the knowledge and skills of our UK industry experts,” said Ben Wallace, the UK’s secretary of state for defence. “Boosting our already world-leading air industry, the contract will sustain thousands of jobs across the UK and will ensure that the UK remains…

Social media companies should face consequences for misinformation spread

A poll by Morning Consult, a US data intelligence agency, has revealed that a significant majority of people believe that social media platforms are undoubtedly responsible for continuing to allow Covid-19 misinformation to circulate and that there should be consequences for the companies because of this. The poll of 2,201 US adults was conducted between July 23-25. 78 per cent of Democrats and 52 per cent of Republicans said they would support legislation holding internet companies responsible for misinformation about Covid-19 vaccines and other public health crises. 35 per cent of adults said social media companies are doing a “poor” job of curbing the spread of anti-vaccine misinformation, while just 27 per cent stated they consider their performance “fair.” While the public is predominantly…

UK government proposes trials of high-temperature gas reactors

The £170m AMR demonstration programme aims to explore the potential for AMRs to play a part in the UK’s energy future; it will be delivered by the early 2030s. it is part of a larger £385m package to accelerate the development of more flexible nuclear technologies. AMRs – of which there are six main categories – are smaller than typical nuclear reactors and designed such that sections can be fabricated in a factory environment and transported to site, significantly lowering risk and cost. Some AMRs could re-use spent nuclear materials as new fuel. The government hopes AMRs could, by the 2040s, produce hydrogen and heat for heavy industry in addition to low-carbon electricity for the grid. More than a third (37 per cent) of UK carbon emissions are derived from heat, with a significant…

Changing the range narrative around electric vehicle performance

Range is often considered one of the most important performance metrics for electric cars. Other than high price, so called ‘range anxiety’ was and still is considered by many to be the biggest turn-off when considering the switch to an electric vehicle (EV). Flip through any car magazine or blog and an EV’s range is typically shown as a defining factor in whether or not it’s recommended compared with its peers. Range mileages running into the hundreds are presented as the be all and end all, with editors suggesting potential buyers will only be able to sleep well at night knowing they can drive half-way across Europe on a single charge. This is despite many EVs being able to travel 300 miles or more on a single charge, while the average journey distance in the UK is estimated to be only…

UK urged to ramp up carbon capture tech by 2030

The technologies offer the most realistic way to mitigate the final slice of emissions expected to remain by the 2040s from sources that don’t currently have a decarbonisation solution, such as aviation and agriculture. Considering the scales needed, these technologies would represent a whole new infrastructure sector that could reach revenues matching that of the UK’s water sector by 2050. The carbon removal technologies most commonly used are the direct extraction of carbon dioxide from the air as well as using bioenergy with carbon capture technology to recapture carbon dioxide absorbed as the fuel grows. In both cases the captured carbon dioxide is then stored permanently out of the atmosphere, typically under the seabed. While various carbon capture projects have been implemented…

Why engineering dominates the world of predatory open-access science journals

When you meet engineering academics at a conference, it's interesting to ask them about predatory publishing. They may spill the beans about occasions when they've been approached by 'predatory' journal owners, often using poor English and offers that sound too good to be true, one insider at the IET says. In engineering, those who are tempted by such offers may consider speed-to-publication as one of the top baits that fishy journals use these days to offer open-access publishing at a price. Light-speed publishing can only be offered because such journals fail to respect scientific integrity, ethics and a thorough peer-review process. Experts and guardians of scientific publishing argue it makes these journals dangerous and blemishes the hard-earned reputation of science. New data reviewed…

Rising number of EVs risks causing blackouts on UK electricity grid, MPs warn

The Committee, which is made up of MPs, has urged the government to provide a clear policy framework to ensure that the charging infrastructure required is delivered in line with net-zero ambitions to phase out ICE vehicles from 2030 . It also expressed concerns that accessible charging infrastructure is currently lacking for drivers who live in rural or remote areas or who don’t have off-street parking. Charging habits may need to change alongside a strengthening of the National Grid to meet the demand from new electric vehicles, the Committee said. It wants the government to encourage drivers to top up batteries frequently rather than recharging from empty to full in one go, which puts more strain on the electrical grid. During its inquiry, the Committee heard evidence from energy…

Wireless charger reaches new heights, powering up multiple devices

Most phones, tablets and laptops still rely on plugs and sockets, with wireless charging requiring devices to be kept in close contact with a charging pad. New technology developed at Aalto University could be a key step towards true wireless charging for consumer electronics. While many researchers are working on “free-position wireless charging” (which would allow devices to be moved from set charging points) the most common solutions involve complex control and detection functions. A transmitter must first detect a device presence and position to be able to charge it. This is usually achieved with cameras or sensors, adding bulk and cost to the device. The new wireless charging device takes an entirely different approach by creating power transfer channels in all directions around it…

Superabsorbent nappy polymers could be recycled into stationery

The study focused on disposable nappies, of which 3.5 million tonnes end up in landfill every year. The superabsorbent properties of nappies come from SAPs: a matrix of polymers which expand when damp. In nappies, the material is based on polyacrylic acid. There are two broad types of recycling: mechanical recycling and chemical recycling. Mechanical recycling – by far the most common – involves separating plastics by type, shredding them, melting them, and forming fresh feedstock. Although this feedstock is still useful, it is lower quality than raw plastic feedstock because it contains plastic manufactured by various companies containing all sorts of polymers. “There’s just so many problems, everything usually gets down-cycled and ends up as carpet fibres or park benches,” said Professor…

Ministry of Defence acquires Sheffield Forgemasters

The Ministry of Defence will buy Sheffield Forgemasters, saying it intends to invest up to £400m into the firm for defence-critical plant, equipment and infrastructure over the next decade. The cost of the acquisition is £2.56m for the entire share capital of the company, plus debt assumed. The intervention will secure Sheffield Forgemasters’ role as a key supplier into the MoD for the long term, and is structured to invest substantial new capital into the modernisation of defence-critical assets, including plans for a replacement heavy forge line and building; a flood alleviation scheme, and major machine tool replacements. The company’s main driver of revenue and profitability over recent years has been manufacturing specialist forgings and castings for submarine platforms and surface…

Audio-visual cues to assist disabled to become mandatory on public transport

The Department for Transport (DfT) said it will bring forward new regulations to force bus companies to provide the announcements on services and will offer £3.5m grants to help smaller firms achieve this. It will also work with Network Rail to improve safety with a new programme to install all station platforms with tactile paving, while a 'Passenger Assist' app will simplify communication with rail staff. Legislation covering taxis and private hire vehicles will also be introduced to protect disabled passengers from being overcharged. Accessibility minister Chris Heaton-Harris said: “Disabled passengers should be empowered to use all forms of transport with the same confidence as everyone else – whether by taxi, train, bus or ferry. Today’s measures will have a positive, real-life impact…

Deep learning could help visualise X-ray data in 3D

According to the scientists at the US Department of Energy’s (DOE) Argonne National Laboratory, artificial intelligence (AI) has emerged as a versatile solution to the issues posed by big data processing in the medical sector. Scientists who use the Advanced Photon Source (APS), a DOE Office of Science User Facility at Argonne, to process 3D images, could turn X-ray data into visible, understandable shapes at a much faster rate. A breakthrough in this area could have implications for astronomy, electron microscopy, and other areas of science dependent on large amounts of 3D data, the scientists said. “In order to make full use of what the upgraded APS will be capable of, we have to reinvent data analytics. Our current methods are not enough to keep up. Machine learning can make full use…

View from Washington: An Ugly Truth

“They’re killing people.” With three words, President Biden this month slammed social media over the proliferation of Covid-19 disinformation. They did not sound like a warning – even a final warning – but the words of a man who has had enough and intends to do something about it. They did another thing. They completely broke with the view that the new economy has largely fallen prey to unintended consequences and been a victim of its unprecedented growth and reach. They attributed agency and responsibility. There was also a clear if not explicitly stated sense that the comment was aimed at one company in particular: Facebook. Is this view justified? After reading 'An Ugly Truth: Inside Facebook’s Battle for Domination', it is hard to see things differently. An exemplary piece of…

Five research centres established for digital manufacturing in UK

The funding is being awarded through the 'Made Smarter' programme, a public-private partnership aiming to support the development of new digital technologies in manufacturing. The government said in a statement that adoption of data-driven innovations, such as use of AI and blockchain in supply chains or advanced robotics in manufacturing, will help manufacturers increase productivity and sustainability. Nearly half the funding (£25m) will go towards five new research centres established at universities around the UK to accelerate the development of new manufacturing technologies. Each centre will focus on a different area of manufacturing: The Digital Medicines Manufacturing Research Centre will aim to create digital supply chains which enable medicines to be supplied on demand and clinical…

Broadband outages have tripled since the pandemic began, affecting 15m people

The survey of 4,000 people by Uswitch.com, found that over three in ten experienced an outage during office hours. Extrapolated to the population, this hit the economy to the tune of nearly £5bn. A third of people used their mobile data during an outage, the research found, and almost two thirds of these burned through their whole monthly allowance during this time. Edinburgh was found to suffer the highest number of outages, losing more than nine million hours of broadband in total over the last year. Residents of Belfast, however, saw the shortest amount of downtime, with the city reporting only 11 hours of downtime in 12 months. With many people in office roles poised to take on a hybrid working approach where they spend a portion of their week at home, the robustness of the UK’s broadband…