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Scientists Set Benchmark for Quantum Supremacy in Chemistry

Using classical computers, computational scientists at Pacific Northwest National Laboratory (PNNL) have set a mark that a quantum system would need to surpass to establish quantum supremacy in the realm of chemistry, according to information released by the laboratory.

The fastest classical computers available today are getting better and better at simulating what a quantum computer will eventually be expected to do. To prove itself in the real world, a quantum computer will need to be able to outdo what a fast supercomputer can do. And that’s where the PNNL-led team have set a benchmark for quantum computers to beat.

“Classical simulation of quantum chemistry problems serves as a goalpost for quantum computers,” said Karol Kowalski, a computational chemist at PNNL. “When a quantum computer can beat what our best parallel computing systems can do, quantum computing developers will know they are where they need to be. This is a benchmark to inspire innovation.”

At 113 electrons, the recent benchmark simulation is the largest quantum system ever simulated at this precise level of accuracy using a classical computer. Working with collaborators in Hungary and the Czech Republic, the PNNL team set the benchmark by simulating the structure of an important chemical structure in nitrogenase, an enzyme that converts nitrogen in the atmosphere into useable fertilizer for plants. The enzyme is the subject of intense study because it may hold to key to producing enough food to feed an ever-growing global population.

Understanding how this enzyme is able to break the strong nitrogen triple bond, while expending very little energy, could be key to new catalyst design, eventually providing abundant fertilizer currently produced using a chemical process requiring large energy inputs.

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Shrinking The Quantum Chemistry Problem

“Complex quantum chemistry is exactly the kind of problem where having a quantum computer available could really make a difference,” said Sriram Krishnamoorthy, a high-performance computing expert and quantum computing lead scientist at PNNL. “We are working on creating the programs that will run on quantum computers.

Krishnamoorthy, Kowalski, and their PNNL colleagues are working collaboratively with partners at Microsoft, through the Northwest Quantum Nexus, to both simulate how a quantum computer will work and write programs that will work on any quantum computer that emerges from the intense global competition.

“Conventional computers, including today’s fastest supercomputers, are inadequate for simulating quantum systems required to describe challenging and important molecular systems and processes,” said Kowalski. “Better computational tools are needed to understand chemical systems and design new materials.”

Until a full-scale quantum computer is available, the PNNL team worked with Microsoft experts to develop a bridge between current digital computers and what comes next. The workflow takes advantage of what classical computers do well now, while using the current capabilities of quantum computing to describe chemical transformations relevant to industrial processes such as energy generation and energy storage.

The key, according to the research team, was to take the output of a classical computer and be able to convert that information into an input that can be interpreted by a quantum computer. The researchers published that quantum computing method in mid-2019.

Since then, the PNNL team has taken another huge step in bridging classical and quantum computers. They developed a computer algorithm that takes advantage of a mathematical trick called “downfolding.” Essentially, downfolding makes difficult and time-consuming calculations possible on current test-bed quantum computers.

“This is like shrinking a large box into a much smaller box,” said Kowalski. “In this case, the box represents a huge numerical space. We use a more compact description in a quantum computer, and what comes out accurately represents the energy of the much larger system. It’s a bridge between classical computing and what will be quantum computing in the coming years.”

It may seem like a mathematical magic trick, but Kowalski adds that the method uses properties of quantum mechanics and a series of rigorous mathematical theories that are reliable and reproducible.

Opening New Doors

The downfolding method not only opens up avenues to quantum computing, it also makes possible new, much more efficient and accurate ways of analyzing and validating the reams of data generated every day from the U.S. investment in U.S. Department of Energy (DOE)-supported light sources used to study our world in subatomic detail.

“We have shown how the quantum behavior of excited electronic states can be analyzed with Hamiltonian downfolding,” said Kowalski. “This provides a way to use theory to validate data interpretation.”

These interim steps in the path to quantum computing are essential because they provide essential benchmarks that help show how close the world is to achieving quantum supremacy.

“We will be able to test the output of quantum computers against these calculations,” said Krishnamoorthy. “If quantum computers can produce results close to these results, we will know they work.”

The work described in this feature article was supported by the DOE, Office of Science, Office of Basic Energy Sciences, the Chemical Sciences, Geosciences, and Biosciences Division. A portion of this research was funded by the Quantum Algorithms, Software, and Architectures (QUASAR) Initiative at PNNL. Some calculations were performed at EMSL, the Environmental Molecular Sciences Laboratory, a national user facility funded by the DOE and located at PNNL.

Karyn Hede,  PNNL


Matt Swayne

With a several-decades long background in journalism and communications, Matt Swayne has worked as a science communicator for an R1 university for more than 12 years, specializing in translating high tech and deep tech for the general audience. He has served as a writer, editor and analyst at The Quantum Insider since its inception. In addition to his service as a science communicator, Matt also develops courses to improve the media and communications skills of scientists and has taught courses. [email protected]

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