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Computer Science

A New Era for Electronics: Atom-Thin 2D Computers Replace Silicon

In a bold challenge to silicon s long-held dominance in electronics, Penn State researchers have built the world s first working CMOS computer entirely from atom-thin 2D materials. Using molybdenum disulfide and tungsten diselenide, they fabricated over 2,000 transistors capable of executing logic operations on a computer free of traditional silicon. While still in early stages, this breakthrough hints at an exciting future of slimmer, faster, and dramatically more energy-efficient electronics powered by materials just one atom thick.

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The world of electronics is on the cusp of a major breakthrough with the development of atom-thin 2D computers. Researchers at Penn State have successfully created a complementary metal-oxide semiconductor (CMOS) computer without relying on silicon, using two-dimensional (2D) materials instead.

This groundbreaking achievement represents a significant leap forward in the field of electronics, offering potential improvements in speed, efficiency, and miniaturization. The researchers used molybdenum disulfide for n-type transistors and tungsten diselenide for p-type transistors to build their 2D CMOS computer.

The key challenge that has stymied efforts to move beyond silicon is the difficulty in scaling up complex, functional computers using small circuits based on 2D materials. However, the team at Penn State has demonstrated a significant advancement by combining large area grown molybdenum disulfide and tungsten diselenide transistors.

Their 2D CMOS computer operates at low-supply voltages with minimal power consumption and can perform simple logic operations at frequencies up to 25 kilohertz. While the operating frequency is lower compared to conventional silicon CMOS circuits, their computer still demonstrates impressive capabilities.

The researchers also developed a computational model to project the performance of their 2D CMOS computer and benchmark it against state-of-the-art silicon technology. Although there remains scope for further optimization, this work marks a significant milestone in harnessing 2D materials to advance the field of electronics.

The development of atom-thin 2D computers is expected to be a gradual process, but this is a leap forward compared to the trajectory of silicon technology. The researchers credited the 2D Crystal Consortium Materials Innovation Platform (2DCC-MIP) at Penn State with providing the facilities and tools needed to demonstrate their approach.

The U.S. National Science Foundation, the Army Research Office, and the Office of Naval Research supported this work in part. Other contributors from the Penn State Department of Engineering Science and Mechanics include graduate students Yikai Zheng, Najam U. Sakib, Harikrishnan Ravichandran, Yongwen Sun, Andrew L. Pannone, Muhtasim Ul Karim Sadaf, and Samriddha Ray; and Yang Yang, assistant professor.

The researchers emphasized that more work is needed to further develop the 2D CMOS computer approach for broad use, but also highlighted the potential benefits of atom-thin 2D computers in revolutionizing electronics.

Computational Biology

A Quantum Leap Forward – New Amplifier Boosts Efficiency of Quantum Computers 10x

Chalmers engineers built a pulse-driven qubit amplifier that’s ten times more efficient, stays cool, and safeguards quantum states—key for bigger, better quantum machines.

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Quantum computers have long been touted as revolutionary machines capable of solving complex problems that stymie conventional supercomputers. However, their full potential has been hindered by the limitations of qubit amplifiers – essential components required to read and interpret quantum information. Researchers at Chalmers University of Technology in Sweden have taken a significant step forward with the development of an ultra-efficient amplifier that reduces power consumption by 90%, paving the way for more powerful quantum computers with enhanced performance.

The new amplifier is pulse-operated, meaning it’s activated only when needed to amplify qubit signals, minimizing heat generation and decoherence. This innovation has far-reaching implications for scaling up quantum computers, as larger systems require more amplifiers, leading to increased power consumption and decreased accuracy. The Chalmers team’s breakthrough offers a solution to this challenge, enabling the development of more accurate readout systems for future generations of quantum computers.

One of the key challenges in developing pulse-operated amplifiers is ensuring they respond quickly enough to keep pace with qubit readout. To address this, the researchers employed genetic programming to develop a smart control system that enables rapid response times – just 35 nanoseconds. This achievement has significant implications for the future of quantum computing, as it paves the way for more accurate and powerful calculations.

The new amplifier was developed in collaboration with industry partners Low Noise Factory AB and utilizes the expertise of researchers at Chalmers’ Terahertz and Millimeter Wave Technology Laboratory. The study, published in IEEE Transactions on Microwave Theory and Techniques, demonstrates a novel approach to developing ultra-efficient amplifiers for qubit readout and offers promising prospects for future research.

In conclusion, the development of this highly efficient amplifier represents a significant leap forward for quantum computing. By reducing power consumption by 90%, researchers have opened doors to more powerful and accurate calculations, unlocking new possibilities in fields such as drug development, encryption, AI, and logistics. As the field continues to evolve, it will be exciting to see how this innovation shapes the future of quantum computing.

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Computer Modeling

Harnessing True Randomness from Entangled Photons: The Colorado University Randomness Beacon (CURBy)

Scientists at NIST and the University of Colorado Boulder have created CURBy, a cutting-edge quantum randomness beacon that draws on the intrinsic unpredictability of quantum entanglement to produce true random numbers. Unlike traditional methods, CURBy is traceable, transparent, and verifiable thanks to quantum physics and blockchain-like protocols. This breakthrough has real-world applications ranging from cybersecurity to public lotteries—and it’s open source, inviting the world to use and build upon it.

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The Colorado University Randomness Beacon (CURBy) is a pioneering service that harnesses the true randomness of entangled photons to produce unguessable strings of numbers. This breakthrough was made possible by the work of scientists at the National Institute of Standards and Technology (NIST) and their colleagues at the University of Colorado Boulder.

“True randomness is something that nothing in the universe can predict in advance,” said Krister Shalm, a physicist at NIST. “If God does play dice with the universe, then you can turn that into the best random number generator that the universe allows.”

The CURBy system uses a Bell test to measure pairs of entangled photons whose properties are correlated even when separated by vast distances. When researchers measure an individual particle, the outcome is random, but the properties of the pair are more correlated than classical physics allows, enabling researchers to verify the randomness.

This is the first random number generator service to use quantum nonlocality as a source of its numbers, and the most transparent source of random numbers to date. The results are certifiable and traceable to a greater extent than ever before.

The CURBy system consists of a nonlinear crystal that generates entangled photons, which travel via optical fiber to separate labs at opposite ends of the hall. Once the photons reach the labs, their polarizations are measured. The outcomes of these measurements are truly random.

NIST passes millions of these quantum coin flips to a computer program at the University of Colorado Boulder, where special processing steps and strict protocols are used to turn the outcomes into 512 random bits of binary code (0s and 1s). The result is a set of random bits that no one, not even Einstein, could have predicted.

The CURBy system has been operational for several months now, with an impressive success rate of over 99.7%. The ability to verify the data behind each random number was made possible by the Twine protocol, a novel set of quantum-compatible blockchain technologies developed by NIST and its collaborators.

“The Twine protocol lets us weave together all these other beacons into a tapestry of trust,” said Jasper Palfree, a research assistant on the project at the University of Colorado Boulder. This allows any user to verify the data behind each random number, providing security and traceability.

The CURBy system can be used anywhere an independent, public source of random numbers would be useful, such as selecting jury candidates, making a random selection for an audit, or assigning resources through a public lottery.

“I wanted to build something that is useful. It’s this cool thing that is the cutting edge of fundamental science,” said Gautam Kavuri, a graduate student on the project. The whole process is open source and available to the public, allowing anyone to not only check their work but even build on the beacon to create their own random number generator.

The CURBy system has the potential to revolutionize fields such as cryptography, gaming, and finance, where true randomness is essential. By harnessing the power of entangled photons, scientists have created a truly independent source of random numbers that can be trusted.

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Artificial Intelligence

A Quantum Leap Forward: “Magic States” Get Easier, Faster, and Less Noisy

Quantum computing just got a significant boost thanks to researchers at the University of Osaka, who developed a much more efficient way to create “magic states”—a key component for fault-tolerant quantum computers. By pioneering a low-level, or “level-zero,” distillation method, they dramatically reduced the number of qubits and computational resources needed, overcoming one of the biggest obstacles: quantum noise. This innovation could accelerate the arrival of powerful quantum machines capable of revolutionizing industries from finance to biotech.

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A team of researchers from the Graduate School of Engineering Science at Osaka University has made a groundbreaking discovery that could bring quantum computers one step closer to reality. In an article published in PRX Quantum, they have developed a method for preparing high-fidelity “magic states” with unprecedented accuracy and significantly less overhead.

Quantum computers are machines that harness the unique properties of quantum mechanics to perform calculations at speeds millions of times faster than classical computers. These machines could revolutionize fields like engineering, finance, and biotechnology. However, there’s been a significant obstacle holding them back: noise.

Noise is an enemy of quantum computers because even the slightest disturbance can ruin a setup, making it useless. To overcome this challenge, scientists have been exploring ways to build fault-tolerant quantum computers that can continue computing accurately despite noise.

One popular method for creating such systems is called magic state distillation. This process involves preparing a single high-fidelity quantum state from many noisy ones. However, traditional magic state distillation is computationally expensive and requires many qubits (the basic units of quantum information).

The research team was inspired to create a new version of magic state distillation, which they call “level-zero.” In this approach, a fault-tolerant circuit is developed at the physical level of qubits, rather than higher, more abstract levels. This innovation has led to a significant decrease in spatial and temporal overhead compared to traditional methods.

According to lead researcher Tomohiro Itogawa, this breakthrough could bring quantum computers closer to reality: “Noise is absolutely the number one enemy of quantum computers. We’re optimistic that our technique will help make large-scale quantum computers more feasible.”

Keisuke Fujii, senior author of the study, added: “We wanted to explore if there was any way of expediting the preparation of high-fidelity states necessary for quantum computation. Our results show that this is indeed possible, and we’re excited about the potential implications.”

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