Search Results for author: Katherine Klymko

Found 3 papers, 0 papers with code

Accelerating GMRES with Deep Learning in Real-Time

no code implementations19 Mar 2021 Kevin Luna, Katherine Klymko, Johannes P. Blaschke

Here we demonstrate a real-time machine learning algorithm that can be used to accelerate the time-to-solution for GMRES.

Quantum Markov Chain Monte Carlo with Digital Dissipative Dynamics on Quantum Computers

no code implementations4 Mar 2021 Mekena Metcalf, Emma Stone, Katherine Klymko, Alexander F. Kemper, Mohan Sarovar, Wibe A. de Jong

Modeling a macroscopic environment on a quantum simulator may be achieved by coupling independent ancilla qubits that facilitate energy exchange in an appropriate manner with the system and mimic an environment.

Quantum Physics Statistical Mechanics

Phase Diagram of Active Brownian Spheres: Crystallization and the Metastability of Motility-Induced Phase Separation

no code implementations17 Dec 2020 Ahmad K. Omar, Katherine Klymko, Trevor GrandPre, Phillip L. Geissler

Motility-induced phase separation (MIPS), the phenomenon in which purely repulsive active particles undergo a liquid-gas phase separation, is among the simplest and most widely studied examples of a nonequilibrium phase transition.

Soft Condensed Matter Statistical Mechanics

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