Yang Li, Zechen Tang, Zezhou Chen, Minghui Sun, Boheng Zhao, He Li, Honggeng Tao, Zilong Yuan, Wenhui Duan, and Yong Xu
Phys. Rev. Lett. 133, 076401 (2024) – Published 12 August 2024
Instead of training the neural networks with predictions derived from DFT, unsupervised learning by treating the energy functional of variational DFT as the loss function of the neural network yields predictions of material properties.
Christian Capanelli, Leah Jenks, Edward W. Kolb, and Evan McDonough
Phys. Rev. Lett. 133, 061602 (2024) – Published 9 August 2024
Gravitational production of the hypothetical dark photons due to its nonminimal coupling to gravity can suffer from an instability which leads to runaway particle production.
Santanu Dey, Anffany Chen, Pablo Basteiro, Alexander Fritzsche, Martin Greiter, Matthias Kaminski, Patrick M. Lenggenhager, René Meyer, Riccardo Sorbello, Alexander Stegmaier, Ronny Thomale, Johanna Erdmenger, and Igor Boettcher
Phys. Rev. Lett. 133, 061603 (2024) – Published 9 August 2024
A proof-of-principle demonstration suggests that holographic correspondences may be simulated in electrical circuits.
Ian M. Douglass, Jeppe C. Dyre, and Lorenzo Costigliola
Phys. Rev. Lett. 133, 068001 (2024) – Published 9 August 2024
A data compression algorithm based on Kolmogorov complexity theory allows estimation of dynamic properties of simple liquids, specifically the diffusion coefficient, from a single equilibrium configuration.
Daniel W. Gould, Vaishali B. Adya, Sheon S. Y. Chua, Jonas Junker, Dennis Wilken, Terry G. McRae, Bram J. J. Slagmolen, Min Jet Yap, Robert L. Ward, Michèle Heurs, and David E. McClelland
Phys. Rev. Lett. 133, 063602 (2024) – Published 8 August 2024
Shengwei Zeng, Chi Sin Tang, Zhaoyang Luo, Lin Er Chow, Zhi Shiuh Lim, Saurav Prakash, Ping Yang, Caozheng Diao, Xiaojiang Yu, Zhenxiang Xing, Rong Ji, Xinmao Yin, Changjian Li, X. Renshaw Wang, Qian He, Mark B. H. Breese, A. Ariando, and Huajun Liu
Phys. Rev. Lett. 133, 066503 (2024) – Published 8 August 2024
Spectroscopic and transport measurements on optimally reduced nickelate films show a single orbital occupancy leading to the minimization of the c-axis parameter, a correlation between the orbital asymmetry and the which supports the electronic analogy between nickelate and cuprate superconductors.
