dylanthomas09.bsky.social
@dylanthomas09.bsky.social
Quantum Computing
Reposted
The prospect of doing a serious application with 10^7 Toffoli gates on 117 (logical) qubits is exciting! 🚀

arxiv.org/abs/2411.13669
Quantum Algorithm for Vibronic Dynamics: Case Study on Singlet Fission Solar Cell Design
Vibronic interactions between nuclear motion and electronic states are critical for the accurate modeling of photochemistry. However, accurate simulations of fully quantum non-adiabatic dynamics are o...
arxiv.org
November 22, 2024 at 11:32 AM
Reposted
Now that the #quantum community is getting back together, I wanted to share here our last project 📃

This was a very nice theory-experiment collaboration, where we used Quera's Rydberg quantum simulator ⚛️ 💻 to observe string breaking 💥 on a (2+1)D lattice gauge theory!

arxiv.org/abs/2410.16558
Observation of string breaking on a (2 + 1)D Rydberg quantum simulator
Lattice gauge theories (LGTs) describe a broad range of phenomena in condensed matter and particle physics. A prominent example is confinement, responsible for bounding quarks inside hadrons such as p...
arxiv.org
November 21, 2024 at 3:52 AM
Reposted
Great new quantum algorithm for approximate polynomial interpolation on the arXiv today:
"given a uniformly random vector y of F_q^q, some integers k<q and u < q/2, find a polynomial P(x) of degree <k such that
|P(i)-y_i| < u for all i".
quantum computers can help here (1/4)
November 20, 2024 at 7:54 AM
Reposted
I'm super excited to share that our work on AlphaQubit, a high accuracy neural network quantum error correction decoder, is now published in Nature! www.nature.com/articles/d41...
Quantum computing: physics–AI collaboration quashes quantum errors
Machine-learning strategy for quantum error correction.
www.nature.com
November 20, 2024 at 4:44 PM
Reposted
Beyond excited to introduce AlphaQubit, now published in
Nature!

AlphaQubit is a neural network for quantum error correction and achieves state-of-the-art accuracy on simulated and real-world data.
Learning high-accuracy error decoding for quantum processors - Nature
A recurrent, transformer-based neural network, called AlphaQubit, learns high-accuracy error decoding to suppress the errors that occur in quantum systems, opening the prospect of using neural-network...
nature.com
November 20, 2024 at 4:33 PM