Seismic Traveltime Inversion with Quantum Annealing

التفاصيل البيبلوغرافية
العنوان: Seismic Traveltime Inversion with Quantum Annealing
المؤلفون: Nguyen, Hoang Anh, Tura, Ali
سنة النشر: 2024
المجموعة: Physics (Other)
مصطلحات موضوعية: Physics - Geophysics
الوصف: This study demonstrates the application of quantum computing based quantum annealing to seismic traveltime inversion, a critical approach for inverting highly accurate velocity models. The seismic inversion problem is first converted into a Quadratic Unconstrained Binary Optimization problem, which the quantum annealer is specifically designed to solve. We then solve the problem via quantum annealing method. The inversion is applied on a synthetic velocity model, presenting a carbon storage scenario at depths of 1000-1300 meters. As an application example, we also show the capacity of quantum computing to handle complex, noisy data environments. This work highlights the emerging potential of quantum computing in geophysical applications, providing a foundation for future developments in high-precision seismic imaging.
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/2412.06611
رقم الانضمام: edsarx.2412.06611
قاعدة البيانات: arXiv