Cover Image

Accelerating superconductor discovery through tempered deep learning of the electron-phonon spectral function

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Gibson, Jason B., Hire, Ajinkya C., Dee, Philip M., Barrera, Oscar, Geisler, Benjamin, Hirschfeld, Peter J., Hennig, Richard G.
Format:	Preprint
Published:	2024
Subjects:	Superconductivity Materials Science Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Towards the discovery of high critical magnetic field superconductors
by: Geisler, Benjamin, et al.
Published: (2026)

Developing a Complete AI-Accelerated Workflow for Superconductor Discovery
by: Gibson, Jason B., et al.
Published: (2025)

Structural transitions, octahedral rotations, and electronic properties of $A_3$Ni$_2$O$_7$ rare-earth nickelates under high pressure
by: Geisler, Benjamin, et al.
Published: (2023)

Optical properties and electronic correlations in La$_3$Ni$_2$O$_7$ bilayer nickelates under high pressure
by: Geisler, Benjamin, et al.
Published: (2024)

Diboride compounds doped with transition metals$\unicode{x2013}$a route to superconductivity through structure stabilization as well as defects
by: Dee, P. M., et al.
Published: (2023)

Fermi surface reconstruction and enhanced spin fluctuations in strained La$_3$Ni$_2$O$_{7}$ on LaAlO$_3$(001) and SrTiO$_3$(001)
by: Geisler, Benjamin, et al.
Published: (2024)

Electronic reconstruction and interface engineering of emergent spin fluctuations in compressively strained La$_3$Ni$_2$O$_7$ on SrLaAlO$_4$(001)
by: Geisler, Benjamin, et al.
Published: (2025)

Universal scaling relations in electron-phonon superconductors
by: Heath, Joshuah T., et al.
Published: (2024)

A deep learning approach to search for superconductors from electronic bands
by: Li, Jun, et al.
Published: (2024)

Determination of gap structure of triplet superconductors from field-dependent Knight shift measurements
by: Wang, Ge, et al.
Published: (2025)

Upper limit for superconducting transition temperature in electron-phonon superconductors: very strong coupling
by: Sadovskii, M. V.
Published: (2025)

Superconductivity in pressurized Re$_{0.10}$Mo$_{0.90}$B$_2$
by: Sinha, S., et al.
Published: (2024)

Lattice dynamics and electron-phonon coupling in β-(BEDT-TTF)_2I_3 organic superconductor
by: Girlando, A., et al.
Published: (2000)

Rashba spin-orbit coupling in infinite-layer nickelate films on SrTiO3(001) and KTaO3(001)
by: Geisler, Benjamin
Published: (2023)

Evidence of electron correlation and unusual spectral evolution in an exotic superconductor, PdTe
by: Pandeya, Ram Prakash, et al.
Published: (2024)

Thermal conductivity of nonunitary triplet superconductors: application to UTe$_2$
by: Mishra, Vivek, et al.
Published: (2024)

Topological superconductivity driven by correlations and linear defects in multiband superconductors
by: Pal, Mainak, et al.
Published: (2022)

Orientation-dependent electron-phonon coupling in interfacial superconductors LaAlO3/KTaO3
by: Chen, Xiaoyang, et al.
Published: (2023)

Spontaneous time-reversal symmetry breaking by disorder in superconductors
by: Andersen, Brian M., et al.
Published: (2023)

Superconductivity in WBe2
by: Kim, J. S., et al.
Published: (2024)

The uncollapsed LaFe2As2 phase: compensated, highly doped, electron-phonon coupled, iron-based superconductor
by: Pallecchi, Ilaria, et al.
Published: (2025)

New-record-Tc and three-gap 2D superconductors with electronic and phononic topology: KB2C2
by: Liu, Hao-Dong, et al.
Published: (2024)

Contrasting electron-phonon interaction between electron- and hole-doped cuprates
by: Guo, Qinda, et al.
Published: (2024)

High-Tc superconductor candidates proposed by machine learning
by: Lee, Siwoo, et al.
Published: (2024)

Topological electron and phonon flat bands in novel kagome superconductor XPd5 (X=Ca, Sr, Ba)
by: Ye, Jiefeng, et al.
Published: (2025)

Many-electron characterizations of higher-charge superconductors
by: Dong, Zi-Hao, et al.
Published: (2025)

Unusual electronic structure in underdoped cuprate superconductors
by: Li, Xiang, et al.
Published: (2025)

Nonlinear electron-phonon interactions in Migdal-Eliashberg theory
by: Zappacosta, Ingvar, et al.
Published: (2025)

Theory of Josephson scanning microscopy with $s$-wave tip on unconventional superconducting surface: application to Bi$_2$Sr$_2$CaCu$_2$O$_{8+δ}$
by: Choubey, Peayush, et al.
Published: (2024)

"Universal" $Δ_{max}/T_c$ in Fe Based Superconductors
by: Panda, Siddhant, et al.
Published: (2023)

Time-reversal symmetry breaking from lattice dislocations in superconductors
by: Breiø, Clara N., et al.
Published: (2023)

Floquet-Nambu theory of electron quantum optics with superconductors
by: Burset, Pablo, et al.
Published: (2025)

High-throughput discovery of robust room-temperature superconductors among complex ternary clathrate hydrides
by: Ma, Tiancheng, et al.
Published: (2024)

Visualizing the interplay of dual electronic nematicities in kagome superconductors
by: Zhang, Yunmei, et al.
Published: (2026)

Guided Diffusion for the Discovery of New Superconductors
by: Prakash, Pawan, et al.
Published: (2025)

Rigid muffin-tin approximation in plane-wave codes for fast modeling of phonon-mediated superconductors
by: Radevych, Danylo, et al.
Published: (2025)

Fundamental limits on the electron-phonon coupling and superconducting $T_c$
by: Semenok, Dmitrii V., et al.
Published: (2024)

"Quantum bipolaron" superconductivity from quadratic electron-phonon coupling
by: Han, Zhaoyu, et al.
Published: (2023)

Fermi-surface-sheet dependent electron-phonon coupling in a borocarbide superconductor YNi$_2$B$_2$C
by: Terashima, Taichi, et al.
Published: (2026)

Unusual electronic ordering in the pseudogap phase of underdoped cuprate superconductors
by: Li, Xiang, et al.
Published: (2025)