High energy density batteries
Simulating spectroscopy to help build better batteries.
The global transition to electric vehicles and advanced electronics demands a new generation of more powerful batteries.
Problem
To improve battery technology performance by up to 50%, scientists are exploring a new class of materials called Li-excess. X-ray absorption spectroscopy (XAS) is a crucial tool used to troubleshoot degradation issues in current prototypes, but correctly interpreting the raw XAS data requires expensive simulations, which would take years to run on classical computers.
Solution
Our breakthrough solution is a quantum algorithm that can simulate the X-ray spectrum of a material with unparalleled speed. We deliver a simulation tool that only requires around a hundred logical qubits and can produce a spectrum in a matter of weeks, not years.
We expect Xanadu's new quantum algorithm to help scientists pinpoint the root cause of Li-excess battery degradation, enabling them to engineer the stable, high-performance batteries of the future.
Learn More
Quantum algorithm for simulating resonant inelastic X-ray scattering in battery materials
February 23, 2026X-ray Absorption Spectroscopy Simulation in the Time-Domain
August 29, 2025Fast simulations of X-ray absorption spectroscopy for battery materials on a quantum computer
August 20, 2025Simulating X-ray absorption spectroscopy of battery materials on a quantum computer
May 17, 2024
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