84 citations
- Center for Theoretical PhysicsPL2 papers
- University of ChicagoUS2 papers
- University of Illinois ChicagoUS2 papers
- Argonne National LaboratoryUS1 paper
- Brandeis UniversityUS1 paper
- Freie Universität BerlinDE1 paper
- Massachusetts Institute of TechnologyUS1 paper
- Perimeter InstituteCA1 paper
- Simons FoundationUS1 paper
- University of California, BerkeleyUS1 paper
- University of MinnesotaUS1 paper
- University of WaterlooCA1 paper
3 papers
quant-ph2025
Qubit encodings for lattices of dipolar planar rotors
Muhammad Shaeer Moeed, James Brown, Alexander Ibrahim +2
Near term quantum devices have recently garnered significant interest as promising candidates for investigating difficult-to-probe regimes in many-body physics. To this end, variou…
cs.LG2023★ 13 cited
Beyond MD17: the reactive xxMD dataset
Zihan Pengmei, Junyu Liu, Yinan Shu
System specific neural force fields (NFFs) have gained popularity in computational chemistry. One of the most popular datasets as a bencharmk to develop NFFs models is the MD17 dat…
quant-ph2023★ 84 cited
Towards provably efficient quantum algorithms for large-scale machine-learning models
Junyu Liu, Minzhao Liu, Jin-Peng Liu +5
Large machine learning models are revolutionary technologies of artificial intelligence whose bottlenecks include huge computational expenses, power, and time used both in the pre-…