Copertina

Melting Temperature of Iron Under the Earth's Inner Core Condition from Deep Machine Learning

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Wu, Fulun, Wang, Cai-Zhuang, Ho, Kai-Ming, Wu, Shunqing, Wentzcovitch, Renata M., Sun, Yang
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Geophysics Materials Science
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Deep-learning-based prediction of the tetragonal$\rightarrow$cubic transition in davemaoite
di: Wu, Fulun, et al.
Pubblicazione: (2024)

Radial gradient of superionic hydrogen in Earth's inner core
di: Wu, Zepeng, et al.
Pubblicazione: (2026)

The Fe-Ni phase diagram and the Earth's inner core structure
di: Wei, Liangrui, et al.
Pubblicazione: (2025)

PBE-GGA Predicts the B8$\leftrightarrow$B2 Phase Boundary of FeO at Earth's Core Conditions
di: Zhang, Zhen, et al.
Pubblicazione: (2022)

Ab initio superionic-liquid phase diagram of Fe1-xOx under Earth's inner core conditions
di: Wu, Zepeng, et al.
Pubblicazione: (2024)

Unveiling the effect of Ni on the formation and structure of Earth's inner core
di: Sun, Yang, et al.
Pubblicazione: (2023)

Assessing foundational atomistic models for iron alloys under Earth's core conditions
di: Wan, Tianqi, et al.
Pubblicazione: (2026)

A quiet quantum revolution in Earth's deep interior
di: Wentzcovitch, Renata, et al.
Pubblicazione: (2026)

Understanding the two-step nucleation of iron at Earth's inner core conditions: a comparative molecular dynamics study
di: Gao, Chen, et al.
Pubblicazione: (2025)

Tetragonal Fe2O: the stable iron oxide at Earth's core conditions
di: Jiang, Junjie, et al.
Pubblicazione: (2025)

Elasticity and acoustic velocities of $δ$-AlOOH at extreme conditions: a methodology assessment
di: Luo, Chenxing, et al.
Pubblicazione: (2024)

Fe-FeH Eutectic Melting Curve and the Estimates of Earth's Core Temperature and Composition
di: Mita, Shuhei, et al.
Pubblicazione: (2024)

Probing the state of hydrogen in $δ$-AlOOH at mantle conditions with machine learning potential
di: Luo, Chenxing, et al.
Pubblicazione: (2023)

Machine learning potential for serpentines
di: Wang, Hongjin, et al.
Pubblicazione: (2024)

Order-Disorder in Fe-Si Alloys: Implications for Seismic Anisotropy and Thermal Evolution of Earth's Inner Core
di: Liu, Cong, et al.
Pubblicazione: (2025)

Model for the Thermodynamics of Iron at High Pressures Near Melting
di: Shikler, Rann, et al.
Pubblicazione: (2025)

Physics-Constrained Self-Energy Warm Starts for Charge-Self-Consistent DFT+DMFT: Application to Iron at Core Conditions
di: Rao, Rishi, et al.
Pubblicazione: (2025)

Thermal Induced Structural Competitiveness and Metastability of Body-centered Cubic Iron under Non-Equilibrium Conditions
di: Zhang, Shuai, et al.
Pubblicazione: (2024)

Electrical and Thermal Conductivity of Earth's Iron-enriched Basal Magma Ocean
di: Dragulet, Francis, et al.
Pubblicazione: (2025)

Melting phase relation of seifertite and pyrite-type SiO2 determined by machine learning potentials
di: Park, Doyoon, et al.
Pubblicazione: (2025)

Mild-to-wild plasticity of Earth's upper mantle
di: Wallis, David, et al.
Pubblicazione: (2024)

The thermodynamics of CaSiO3 in Earth's lower mantle
di: Shin, Yongjoong, et al.
Pubblicazione: (2024)

Iron spin crossover in ferropericlase and its effect on lower-mantle thermal conductivity
di: Goncharov, Alexander F., et al.
Pubblicazione: (2026)

Short-range order stabilizes a cubic Fe alloy in Earth's inner core
di: Li, Zhi, et al.
Pubblicazione: (2024)

Unstable Slip in Fault Gouge Driven by Temperature and Water
di: Wang, Li, et al.
Pubblicazione: (2026)

Superhydrophobic Sand Mulch Shifts Soil Evaporation from Temperature-Controlled to Diffusion-Limited Regimes
di: Al-Zu'bi, Amr, et al.
Pubblicazione: (2026)

Ab initio constraints on silica melting to 500 GPa
di: Geng, Ming, et al.
Pubblicazione: (2023)

Brittle-to-ductile fracturing transition: A chemo-mechanical phase-field framework
di: Wu, Fanyu, et al.
Pubblicazione: (2026)

Electronic Temperature-Driven Phase Stability and Structural Evolution of Iron at High Pressure
di: Azadi, S., et al.
Pubblicazione: (2025)

Origin of superionic state in Earth's inner core
di: Park, Ina, et al.
Pubblicazione: (2023)

Initial Model Incorporation for Deep Learning FWI: Pretraining or Denormalization?
di: Chen, Ruihua, et al.
Pubblicazione: (2025)

Machine learning determines the Mg2SiO4 P-T phase diagram
di: Zhou, Siyu, et al.
Pubblicazione: (2026)

A Generative Machine Learning Approach for Improving Precipitation from Earth System Models
di: Hess, Philipp, et al.
Pubblicazione: (2024)

Hugoniot equation of state and sound velocity of CaSiO3 glass under shock compression
di: Wu, Ye, et al.
Pubblicazione: (2024)

Biotic Control of Earth's Climate: An Ecohydrological Perspective on the Phanerozoic Temperature Record
di: Hunt, Allen, et al.
Pubblicazione: (2025)

Local Flow Estimation at the top of the Earth's Core using Physics Informed Neural Networks
di: Shakespeare-Rees, Naomi, et al.
Pubblicazione: (2025)

Conditional Image Prior for Uncertainty Quantification in Full Waveform Inversion
di: Yang, Lingyun, et al.
Pubblicazione: (2024)

Forecasting Strong Subsequent Earthquakes in Japan using an improved version of NESTORE Machine Learning Algorithm
di: Gentili, Stefania, et al.
Pubblicazione: (2024)

Fe2+ partitioning in Al-free pyrolite: consequences for seismic velocities and heterogeneities
di: Zhuang, Jingyi, et al.
Pubblicazione: (2024)

Surface sites drive Fe enrichment at reactive olivine interfaces
di: Geng, Ming, et al.
Pubblicazione: (2020)