168 citations · 955 across the 51 of their papers we have counts for
5 papers · 1 filter
Tuning Nonequilibrium Phase Transitions with Inertia
Ahmad K. Omar, Katherine Klymko, Trevor GrandPre +2
In striking contrast to equilibrium systems, inertia can profoundly alter the structure of active systems. Here, we demonstrate that driven systems can exhibit effective equilibriu…
Real time evolution for ultracompact Hamiltonian eigenstates on quantum hardware
Katherine Klymko, Carlos Mejuto-Zaera, Stephen J. Cotton +9
In this work we present a detailed analysis of variational quantum phase estimation (VQPE), a method based on real-time evolution for ground and excited state estimation on near-te…
Accelerating GMRES with Deep Learning in Real-Time
Kevin Luna, Katherine Klymko, Johannes P. Blaschke
GMRES is a powerful numerical solver used to find solutions to extremely large systems of linear equations. These systems of equations appear in many applications in science and en…
Quantum Markov Chain Monte Carlo with Digital Dissipative Dynamics on Quantum Computers
Mekena Metcalf, Emma Stone, Katherine Klymko +3
Modeling the dynamics of a quantum system connected to the environment is critical for advancing our understanding of complex quantum processes, as most quantum processes in nature…
Computing Free Energies with Fluctuation Relations on Quantum Computers
Lindsay Bassman, Katherine Klymko, Diyi Liu +2
Fluctuation relations allow for the computation of equilibrium properties, like free energy, from an ensemble of non-equilibrium dynamics simulations. Computing them for quantum sy…