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Self-propelled ice could be the green power of the future

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Self-propelled ice could be the green power of the future


Overview of self-propelled ice disks on herringbones. Credit: ACS Applied Materials & Interfaces (2025). DOI: 10.1021/acsami.5c08993

Scientists from Virginia Tech have discovered a way to make ice move on its own. It’s not a magic trick or a supernatural occurrence but a clever engineering feat. The team designed a flat metal surface that allows ice disks to slide across it without needing a push. The research has a host of potential applications, including rapid defrosting and new ways to harvest green energy.

The researchers were inspired by Desert Valley’s “sailing stones,” rocks that move across a dry lakebed due to a combination of melting ice and wind. This rare natural event occurs when rain settles on a hard desert floor and forms thin sheets of ice if nighttime temperatures drop below freezing. When the ice eventually melts, a small breeze can move the remaining sheets, which sometimes drag the rocks along with them.

Following the discovery of how the Desert Valley rocks move, Jonathan Boreyko and his team at Virginia Tech’s Nature-Inspired Fluids and Interface Lab set out to create a surface that moved ice along a level, horizontal path, but without wind assistance. After five years, they succeeded and published their work in the journal ACS Applied Materials & Interfaces.

So how did they achieve this self-propelled ice feat? The scientists constructed special aluminum plates with tiny, V-shaped grooves in a herringbone pattern. They then froze water in Petri dishes to make ice disks, which were placed on these heated plates. As the ice melted, the water was channeled by the grooves, allowing it to move forward. The herringbone pattern’s design is key, as it prevents water from flowing backward.

The team also coated some plates with a water-repellent spray to see what would happen. The ice disks initially stuck to the coated surface before suddenly zipping across the metal plate.







Top-view videos of the six successful cases of ice ratcheting on the HPL herringbones. Credit: ACS Applied Materials & Interfaces (2025). DOI: 10.1021/acsami.5c08993

Beyond the lab

The researchers believe their work could have wide-ranging implications, as they outline in their paper.

“These findings demonstrate the potential for passive ice removal and phase-engineered microtransport by harnessing controlled melting and surface-guided motion, with implications for anti-icing systems, self-cleaning surfaces, and power-free microfluidic transport,” they write.

While the new research is exciting, the scientists acknowledge that more work is needed to explore its potential. One of the most promising applications could be in energy harvesting. For example, the could be patterned into circles, causing the melting ice disks to rotate continually. Then all you would have to do is attach magnets or a turbine to the rotating disks to generate power.

Written for you by our author Paul Arnold,
edited by Gaby Clark, and fact-checked and reviewed by Robert Egan—this article is the result of careful human work. We rely on readers like you to keep independent science journalism alive.
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please consider a donation (especially monthly).
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More information:
Jack T. Tapocik et al, Self-Propelled Ice on Herringbones, ACS Applied Materials & Interfaces (2025). DOI: 10.1021/acsami.5c08993

© 2025 Science X Network

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Self-propelled ice could be the green power of the future (2025, August 17)
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Artificial tendons give muscle-powered robots a boost

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Artificial tendons give muscle-powered robots a boost



Our muscles are nature’s actuators. The sinewy tissue is what generates the forces that make our bodies move. In recent years, engineers have used real muscle tissue to actuate “biohybrid robots” made from both living tissue and synthetic parts. By pairing lab-grown muscles with synthetic skeletons, researchers are engineering a menagerie of muscle-powered crawlers, walkers, swimmers, and grippers.

But for the most part, these designs are limited in the amount of motion and power they can produce. Now, MIT engineers are aiming to give bio-bots a power lift with artificial tendons.

In a study appearing today in the journal Advanced Sciencethe researchers developed artificial tendons made from tough and flexible hydrogel. They attached the rubber band-like tendons to either end of a small piece of lab-grown muscle, forming a “muscle-tendon unit.” Then they connected the ends of each artificial tendon to the fingers of a robotic gripper.

When they stimulated the central muscle to contract, the tendons pulled the gripper’s fingers together. The robot pinched its fingers together three times faster, and with 30 times greater force, compared with the same design without the connecting tendons.

The researchers envision the new muscle-tendon unit can be fit to a wide range of biohybrid robot designs, much like a universal engineering element.

“We are introducing artificial tendons as interchangeable connectors between muscle actuators and robotic skeletons,” says lead author Ritu Raman, an assistant professor of mechanical engineering (MechE) at MIT. “Such modularity could make it easier to design a wide range of robotic applications, from microscale surgical tools to adaptive, autonomous exploratory machines.”

The study’s MIT co-authors include graduate students Nicolas Castro, Maheera Bawa, Bastien Aymon, Sonika Kohli, and Angel Bu; undergraduate Annika Marschner; postdoc Ronald Heisser; alumni Sarah J. Wu ’19, SM ’21, PhD ’24 and Laura Rosado ’22, SM ’25; and MechE professors Martin Culpepper and Xuanhe Zhao.

Muscle’s gains

Raman and her colleagues at MIT are at the forefront of biohybrid robotics, a relatively new field that has emerged in the last decade. They focus on combining synthetic, structural robotic parts with living muscle tissue as natural actuators.

“Most actuators that engineers typically work with are really hard to make small,” Raman says. “Past a certain size, the basic physics doesn’t work. The nice thing about muscle is, each cell is an independent actuator that generates force and produces motion. So you could, in principle, make robots that are really small.”

Muscle actuators also come with other advantages, which Raman’s team has already demonstrated: The tissue can grow stronger as it works out, and can naturally heal when injured. For these reasons, Raman and others envision that muscly droids could one day be sent out to explore environments that are too remote or dangerous for humans. Such muscle-bound bots could build up their strength for unforeseen traverses or heal themselves when help is unavailable. Biohybrid bots could also serve as small, surgical assistants that perform delicate, microscale procedures inside the body.

All these future scenarios are motivating Raman and others to find ways to pair living muscles with synthetic skeletons. Designs to date have involved growing a band of muscle and attaching either end to a synthetic skeleton, similar to looping a rubber band around two posts. When the muscle is stimulated to contract, it can pull the parts of a skeleton together to generate a desired motion.

But Raman says this method produces a lot of wasted muscle that is used to attach the tissue to the skeleton rather than to make it move. And that connection isn’t always secure. Muscle is quite soft compared with skeletal structures, and the difference can cause muscle to tear or detach. What’s more, it is often only the contractions in the central part of the muscle that end up doing any work — an amount that’s relatively small and generates little force.

“We thought, how do we stop wasting muscle material, make it more modular so it can attach to anything, and make it work more efficiently?” Raman says. “The solution the body has come up with is to have tendons that are halfway in stiffness between muscle and bone, that allow you to bridge this mechanical mismatch between soft muscle and rigid skeleton. They’re like thin cables that wrap around joints efficiently.”

“Smartly connected”

In their new work, Raman and her colleagues designed artificial tendons to connect natural muscle tissue with a synthetic gripper skeleton. Their material of choice was hydrogel — a squishy yet sturdy polymer-based gel. Raman obtained hydrogel samples from her colleague and co-author Xuanhe Zhao, who has pioneered the development of hydrogels at MIT. Zhao’s group has derived recipes for hydrogels of varying toughness and stretch that can stick to many surfaces, including synthetic and biological materials.

To figure out how tough and stretchy artificial tendons should be in order to work in their gripper design, Raman’s team first modeled the design as a simple system of three types of springs, each representing the central muscle, the two connecting tendons, and the gripper skeleton. They assigned a certain stiffness to the muscle and skeleton, which were previously known, and used this to calculate the stiffness of the connecting tendons that would be required in order to move the gripper by a desired amount.

From this modeling, the team derived a recipe for hydrogel of a certain stiffness. Once the gel was made, the researchers carefully etched the gel into thin cables to form artificial tendons. They attached two tendons to either end of a small sample of muscle tissue, which they grew using lab-standard techniques. They then wrapped each tendon around a small post at the end of each finger of the robotic gripper — a skeleton design that was developed by MechE professor Martin Culpepper, an expert in designing and building precision machines.

When the team stimulated the muscle to contract, the tendons in turn pulled on the gripper to pinch its fingers together. Over multiple experiments, the researchers found that the muscle-tendon gripper worked three times faster and produced 30 times more force compared to when the gripper is actuated just with a band of muscle tissue (and without any artificial tendons). The new tendon-based design also was able to keep up this performance over 7,000 cycles, or muscle contractions.

Overall, Raman saw that the addition of artificial tendons increased the robot’s power-to-weight ratio by 11 times, meaning that the system required far less muscle to do just as much work.

“You just need a small piece of actuator that’s smartly connected to the skeleton,” Raman says. “Normally, if a muscle is really soft and attached to something with high resistance, it will just tear itself before moving anything. But if you attach it to something like a tendon that can resist tearing, it can really transmit its force through the tendon, and it can move a skeleton that it wouldn’t have been able to move otherwise.”

The team’s new muscle-tendon design successfully merges biology with robotics, says biomedical engineer Simone Schürle-Finke, associate professor of health sciences and technology at ETH Zürich.

“The tough-hydrogel tendons create a more physiological muscle–tendon–bone architecture, which greatly improves force transmission, durability, and modularity,” says Schürle-Finke, who was not involved with the study. “This moves the field toward biohybrid systems that can operate repeatably and eventually function outside the lab.”

With the new artificial tendons in place, Raman’s group is moving forward to develop other elements, such as skin-like protective casings, to enable muscle-powered robots in practical, real-world settings.

This research was supported, in part, by the U.S. Department of Defense Army Research Office, the MIT Research Support Committee, and the National Science Foundation.



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The Best Cyber Monday Streaming Deals With a Convenient Roommate’s Email Address

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The Best Cyber Monday Streaming Deals With a Convenient Roommate’s Email Address


HBO knows you’re bored and cold. It wants you to Max and chill with Noah Wyle in scrubs. The company offers some of the best Cyber Monday streaming deals with a ridiculously low-priced $3/month offer for basic HBO Max (it’s the version with ads and 2K streaming, but still, super-cheap). Disney Plus and Hulu deals are bundled up for $5/month. Apple TV wants back in your life for $6.

Of course, this deal is only meant for new customers. Not boring ol’ existing customers. If you already have basic HBO Max, you’re already paying $11 for the same service, and HBO would like you to keep doing that. Streaming apps are banking on you being complacent and happy in your streaming life. Maybe they’re even taking you for granted.

Sometimes you can get the current deal just by threatening to cancel, or actually canceling, your account. Suddenly, you’re an exciting new customer again! Another method is by using an alternate email account (perhaps your spouse’s or roommate’s?) and alternate payment information as a new customer. If you do use a burner email (you did not hear this from me), check in on your favorite app’s terms of service to make sure you’re not in violation by re-enrolling with different emails. I’ll also issue the caveat that you lose all your viewing data and tailored suggestions if you sign up anew.

But times and wallets are tight! And $3 HBO Max sounds pretty good. After all, every middle-aged American man needs to rewatch The Wire once every five years or so—assuming he’s not the kind of middle-aged man who rewatches The Sopranos instead. Here are the current best streaming deals for Cyber Monday 2025.


Devon Maloney; ARCHIVE ID: 546772

Regular price: $80



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SAP user group chair warns of AI low-hanging fruit risks | Computer Weekly

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SAP user group chair warns of AI low-hanging fruit risks | Computer Weekly


The UK and Ireland SAP User Group (UKISUG) Connect 25 conference has opened in Birmingham with a keynote session recognising the challenges business face.

The user group itself has adapted to changes in the technology market such as the advent of artificial intelligence (AI) in business applications and the economic climate that has a profound effect on its members’ ability to deliver value with enterprise technology.

In his keynote presentation, Conor Riordan, chair of UKISUG, said: “As an organisation, we have to change, to position ourselves as we move from the old to the new.”

The user group has a 2030 plan, recognising the shifts in enterprise software. For instance, there is the shift to no-code and low-code tooling, which has implications on the agility of enterprise software development. Riordan noted that the current business climate and geopolitical volatility means that there is a huge pressure to reduce costs, leading to cuts in training budgets and the challenge of delivering more with less, adding: “We need to have process change.”

Moving to a future where organisations are using data to make more dependable decisions, Riordan noted that SAP is moving to a dynamic ecosystem of applications and AI, but the challenge is how quickly businesses can start taking advantage of the AI now available in their business applications. “We see members say SAP AI will help them,” Riordan said.

But many are concerned how the new technology now available will deliver a return on investment (ROI). For Riordan, IT decision-makers need to be wary of tackling the so-called low-hanging fruit, the use cases that the industry sells to the executive team: “It is really complex work, and the low-hanging fruit is not that low hanging. It will take years, not months, to deliver value.”

A poll of delegates at the conference found that 78% of respondents are just getting started with AI, while 29% say their AI initiatives have under-delivered.

“This stuff is not easy,” Riordan said, adding that the challenge is one of process re-engineering and culture change, and that he believes humans need to be at the centre of decision-making. “We ask partners to be reasonable in their productivity claims so we can all succeed together.”

The Value of AI in the UK: Growth, people & data from SAP and Oxford Economics, which was published in October 2025, notes that customers are investing £16m in AI on average this year. The report’s authors predict this will increase by 40% within the next two years. However, the theme coming out of the keynote session at Connect25 is that few companies are really using AI.

Another big topic covered during the keynote is the end of support for SAP products. With SAP’s 2027 maintenance deadline for SAP ECC 6.0 fast approaching, many organisations are now embarking on their migration journey to SAP S/4Hana. More than half (54%) of respondents said that gaining access to SAP’s AI offerings will influence their future deployment of SAP.

Among attendees of Connect25, 49% said they are working towards the 2027 deadline. Riordan called on SAP to help customers to move to the cloud and build a tangible business case.

During her keynote speech, Leila Romane, managing director of SAP UK & Ireland, spoke about the AI opportunity, saying: “We are helping customers unleash new value with business AI.”

SAP’s strategy is to drive business value through the power of AI, data and its enterprise applications, with the SAP Cloud integral in SAP’s strategy to deliver AI-enablement across its enterprise software suite. Romane said SAP recognised that its customers were all at different stages of their cloud journey, adding: “Our commitment is to help you move.”



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