Weiwen Jiang, an assistant professor in the 黑料社's , is an expert in quantum computing, having recently received nearly $1 million in National Science Foundation (NSF) funding to study 鈥渘oise鈥 that impacts quantum computing and to work on training the next generation of quantum experts.聽
Jiang鈥檚 research is all about pushing the mysterious world of quantum computing into the mainstream. 鈥淲e are at the quantum utility era, which means we are going to have computational applications that can be implemented with and utilize the power of quantum computing,鈥 he said. But Jiang knows that researchers need a boost in understanding the full quantum capability.聽
In January he received an for his work on quantum-centric computing cyberinfrastructure (QuCI). A combination of quantum computers, classical computers, and AI accelerators, QuCI is set to revolutionize聽

software applications handling everything from geophysics, chemistry, finance, and life sciences, because it can outperform classical computing with its speed, accuracy, and the ability to handle large, data-heavy problems. For example, the success of processing geoscience data on quantum computers can enable real-time decision-making on natural hazards, which leads to cost savings, reduced environmental impacts, and improved safety.聽
Jiang鈥檚 project includes three thrusts. One is using what鈥檚 called an AI-powered quantum performance predictor, which leads to an innovative and efficient ability to allocate computing resources in the moment. Jiang said, 鈥淲hen a batch of jobs comes into the system, we need to allocate the jobs into different quantum nodes and we want to distribute the jobs effectively.鈥
Another focus is bridging a knowledge gap between experts who want to run software applications but are not experts in quantum. 鈥淚n order to fill this gap we do not want the expert to learn quantum computing from scratch,鈥 he said. 鈥淲e鈥檒l find opportunities to fine-tune the configuration for quantum control optimization,鈥 helping a non-expert user harness the power of quantum computing by combining classical central-processing unit computing with quantum. Current QuCIs require complicated decision-making to ensure correct computing results are obtained, but this can fall into the hands of users who lack quantum knowledge. Jiang鈥檚 project automates QuCI deployment, making decisions and optimizations at different stages without human interference.
A third element is to develop what鈥檚 known as fault-tolerant quantum computing, which means allowing quantum computers to operate even when encountering errors. Jiang said, 鈥淏efore we submit the job, we will add fault-tolerant protocols to ensure the functional correctness and boost performance.鈥澛
The is reserved for the nation鈥檚 most talented up-and-coming researchers. From the NSF website: 鈥淭he Faculty Early Career Development (CAREER) Program offers NSF鈥檚 most prestigious award in support of early-career faculty who have the potential to serve as academic role models in research and education and to lead advances in the mission of their department or organization.鈥澛犅
Beyond the scientific impact, the project builds an easy-to-understand quantum education program, which includes building a visualization platform to make quantum computations visible. This is significantly important for beginners who easily suffer from the counterintuitive concepts of quantum computing. In addition, Jiang will create workshops, tutorials, and competitions for different research communities, contribute to a George Mason-led quantum immersion program for K-12 students; and redesign a quantum curriculum at George Mason with outcomes from this project.
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