48 citations · 141 across the 7 of their papers we have counts for
8 papers
Melting of generalized Wigner crystals in transition metal dichalcogenide heterobilayer Moiré systems
Michael Matty, Eun-Ah Kim
Moiré superlattice systems such as transition metal dichalcogenide heterobilayers have garnered significant recent interest due to their promising utility as tunable solid state si…
Harnessing Interpretable and Unsupervised Machine Learning to Address Big Data from Modern X-ray Diffraction
Jordan Venderley, Michael Matty, Krishnanand Mallayya +14
The information content of crystalline materials becomes astronomical when collective electronic behavior and their fluctuations are taken into account. In the past decade, improve…
Entanglement Clustering for ground-stateable quantum many-body states
Michael Matty, Yi Zhang, T. Senthil +1
Despite their fundamental importance in dictating the quantum mechanical properties of a system, ground states of many-body local quantum Hamiltonians form a set of measure zero in…
Elastic properties of hidden order in URuSi are reproduced by a staggered nematic
Jaron Kent-Dobias, Michael Matty, Brad Ramshaw
We develop a phenomenological mean field theory describing the hidden order phase in URuSi as a nematic of the representation staggered…
One-Component Order Parameter in URuSi Uncovered by Resonant Ultrasound Spectroscopy and Machine Learning
Sayak Ghosh, Michael Matty, Ryan Baumbach +6
The unusual correlated state that emerges in URuSi below T = 17.5 K is known as "hidden order" because even basic characteristics of the order parameter, such as its…
Multi-faceted machine learning of competing orders in disordered interacting systems
Michael Matty, Yi Zhang, Zlatko Papic +1
While the non-perturbative interaction effects in the fractional quantum Hall regime can be readily simulated through exact diagonalization, it has been challenging to establish a…