collaborators

9 papers

cs.LG2025

Towards Coordinate- and Dimension-Agnostic Machine Learning for Partial Differential Equations

Trung V. Phan, George A. Kevrekidis, Soledad Villar +2

The machine learning methods for data-driven identification of partial differential equations (PDEs) are typically defined for a given number of spatial dimensions and a choice of…

quant-ph2025

Excising dead components in the surface code using minimally invasive alterations: A performance study

Ryan V. Mishmash, Vadym Kliuchnikov, Juan Bello-Rivas +7

The physical implementation of a large-scale error-corrected quantum processor will necessarily need to mitigate the presence of defective (thereby "dead") physical components in i…

quant-ph2025

Roadmap to fault tolerant quantum computation using topological qubit arrays

David Aasen, Morteza Aghaee, Zulfi Alam +179

We describe a concrete device roadmap towards a fault-tolerant quantum computing architecture based on noise-resilient, topologically protected Majorana-based qubits. Our roadmap e…

quant-ph2025

A Topologically Fault-Tolerant Quantum Computer with Four Dimensional Geometric Codes

David Aasen, Matthew B. Hastings, Vadym Kliuchnikov +8

Topological quantum codes are intrinsically fault-tolerant to local noise, and underlie the theory of topological phases of matter. We explore geometry to enhance the performance o…

quant-ph2025

Repeated ancilla reuse for logical computation on a neutral atom quantum computer

J. A. Muniz, D. Crow, H. Kim +59

Quantum processors based on neutral atoms trapped in arrays of optical tweezers have appealing properties, including relatively easy qubit number scaling and the ability to enginee…

quant-ph2025

Fault-tolerant quantum computation with a neutral atom processor

Ben W. Reichardt, Adam Paetznick, David Aasen +69

Quantum computing experiments are transitioning from running on physical qubits to using encoded, logical qubits. Fault-tolerant computation can identify and correct errors, and ha…