98 citations · 305 across the 21 of their papers we have counts for
5 papers · 1 filter
Memory-induced long-range order drag
Yuan-Hang Zhang, Chesson Sipling, Massimiliano Di Ventra
Recent research has shown that memory, in the form of slow degrees of freedom, can induce a phase of long-range order (LRO) in locally-coupled fast degrees of freedom, producing po…
Artificial intelligence for representing and characterizing quantum systems
Yuxuan Du, Yan Zhu, Yuan-Hang Zhang +8
Efficient characterization of large-scale quantum systems, especially those produced by quantum analog simulators and megaquop quantum computers, poses a central challenge in quant…
On the solvable-unsolvable transition due to noise-induced chaos in digital memcomputing
Dyk Chung Nguyen, Thomas Chetaille, Yuan-Hang Zhang +2
Digital memcomputing machines (DMMs) have been designed to solve complex combinatorial optimization problems. Since DMMs are fundamentally classical dynamical systems, their ordina…
Phase-Space Engineering and Collective Dynamics in Memcomputing
Chesson Sipling, Yuan-Hang Zhang, Massimiliano Di Ventra
Digital Memcomputing machines (DMMs) are dynamical systems with memory (time non-locality) that have been designed to solve combinatorial optimization problems. Their corresponding…
A Generative Neural Annealer for Black-Box Combinatorial Optimization
Yuan-Hang Zhang, Massimiliano Di Ventra
We propose a generative, end-to-end solver for black-box combinatorial optimization that emphasizes both sample efficiency and solution quality on NP problems. Drawing inspiration…