Scientists have discovered a way to use live tissue as a computational reservoir to solve problems and potentially predict chaotic systems like the weather.

Flexcompute’s Flow360, the most trusted GPU-native CFD solution for advanced aviation, accelerates the aerospace design process by optimizing evaluations, enhancing aerodatabase development, and reducing time-to-market while ensuring compliance with regulatory requirements. In collaboration with OEMs, companies like JetZero are using Flow360 to push the boundaries of efficiency and sustainability, advancing revolutionary designs such as blended-wing-body (BWB) aircraft, hydrogen-powered, and advanced propulsion models. This strategic partnership is crucial to transforming air travel and achieving global sustainability goals, accelerating the next era of aviation innovation.
In this webinar, hear from Qiqi Wang on the latest advancements in high-fidelity CFD, joined by John Vassberg, Chief Design Officer at JetZero, as they explore the cutting-edge technologies driving the future of aviation. They will discuss how GPU-powered CFD is enabling faster, more sustainable aircraft design and how strategic collaboration is key to realizing the industry’s ambitious goals.
The use of light signals to connect electronic components is a key element of today’s data communication technologies, because of the speed and efficiency that only optical devices can guarantee. Photonic integrated circuits, which use photons instead of electrons to encode and transmit information, are found in many computing technologies. Most are currently based on silicon—a good solution because it is already used for electronic circuits, but with a limited bandwidth.
An excellent alternative is tetragonal barium titanate (BTO), a ferroelectric perovskite that can be grown on top of silicon and has much better optoelectronic properties. But since this material is quite new in the field of applied optoelectronics, a better comprehension of its quantum properties is needed in order to further optimize it.
A new study by MARVEL scientists published in Physical Review B presents a new computational framework to simulate the optoelectronic behavior of this material, and potentially of other promising ones.
Every week quantum computing hits a new milestone: more qubits, fewer errors, better readout of results. But will these breakthroughs help solve the advanced computational problems facing energy, like how to model energy storage catalysts or ensure power grid reliability? That is what scientists at the National Renewable Energy Laboratory (NREL) want to know.
Working with local quantum companies, an NREL team is developing benchmarks for quantum computers on the problems that are important to energy science. The pursuit of benchmarks will allow NREL and industry to prioritize practical utility for the next generation of quantum software and hardware.
The first nonverbal Neuralink patient to receive the chip implant is offering a glimpse into how he uses the technology — editing and narrating a YouTube video using signals from his brain.
Brad Smith is the third person in the world to get a brain chip implant with Elon Musk’s Neuralink, and the first person with ALS to do so.
Amyotrophic lateral sclerosis, also known as Lou Gehrig’s disease, is a progressive neurodegenerative disorder that primarily affects motor neurons — the nerve cells in the brain and spinal cord responsible for controlling voluntary muscle movement. Over time, patients lose voluntary control of muscle movements, affecting their ability to speak, eat, move, and breathe independently.
Aluminum alloys are widely used in transportation applications because of their high strength-to-weight ratio, as well as their affordability. However, challenges arise when using them in extremely high-strength and high-temperature applications, particularly in components such as pistons of combustion engines, fan blades of jet engines, and vacuum pumps.
At elevated temperatures, few aluminum alloys can block dislocation movements effectively, which controls the strength. Moreover, few of the designs have considered costs and sustainability metrics in the design, which are essential for high-demand industries. Titanium alloys, such as Ti-64, that are often used in fan blades, are not only heavier and not machinable, but also nearly twice as expensive.
Additive manufacturing (AM) is rapidly evolving and providing new pathways for designing innovative alloys. A recent study by Carnegie Mellon University and the Massachusetts Institute of Technology (MIT) researchers has utilized computational simulations and optimization techniques to identify a new aluminum alloy system that balances strength and cost.
A research team led by Professor Yong-Young Noh and Dr. Youjin Reo from the Department of Chemical Engineering at POSTECH (Pohang University of Science and Technology) has developed a technology poised to transform next-generation displays and electronic devices.
The project was a collaborative effort with Professors Ao Liu and Huihui Zhu from the University of Electronic Science and Technology of China (UESTC), and the findings were published in Nature Electronics.
Every time we stream videos or play games on our smartphones, thousands of transistors operate tirelessly behind the scenes. These microscopic components function like traffic signals, regulating electric currents to display images and ensure smooth app operation.
Kurian’s group believes these large tryptophan networks may have evolved to take advantage of their quantum properties. When cells breathe using oxygen—a process called aerobic respiration—they create free radicals, or reactive oxygen species (ROS). These unstable particles can emit high-energy UV photons, which damage DNA and other important molecules.
Tryptophan networks act as natural shields. They absorb this harmful light and re-emit it at lower energies, reducing damage. But thanks to superradiance, they may also perform this protective function much more quickly and efficiently than single molecules could.