Copertina

Data-Driven Insights into Rare Earth Mineralization: Machine Learning Applications Using Functional Material Synthesis Data

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Liu, Juejing, Li, Xiaoxu, Feng, Yifu, Wang, Zheming, Rosso, Kevin M., Guo, Xiaofeng, Zhang, Xin
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Materials Science
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Data‐Driven Insights into Rare Earth Mineralization: Machine Learning Applications Using Functional Material Synthesis Data
di: Juejing Liu, et al.
Pubblicazione: (2025)

OASIS: A Deep Learning Framework for Universal Spectroscopic Analysis Driven by Novel Loss Functions
di: Young, Chris, et al.
Pubblicazione: (2025)

Accurate and Data-Efficient Micro-XRD Phase Identification Using Multi-Task Learning: Application to Hydrothermal Fluids
di: Li, Yanfei, et al.
Pubblicazione: (2024)

Thermodynamic Prediction Enabled by Automatic Dataset Building and Machine Learning
di: Liu, Juejing, et al.
Pubblicazione: (2025)

A Methodological Study on Data Representation for Machine Learning Modelling of Thermal Conductivity of Rare-Earth Oxides
di: Chowdhury, Amiya, et al.
Pubblicazione: (2025)

Predicting Materials Thermodynamics Enabled by Large Language Model‐Driven Dataset Building and Machine Learning
di: Juejing Liu, et al.
Pubblicazione: (2026)

Active Learning Driven Materials Discovery for Low Thermal Conductivity Rare-Earth Pyrochlore for Thermal Barrier Coatings
di: Chowdhury, Amiya, et al.
Pubblicazione: (2025)

Machine Learning‐Driven Nanoscale Synthesis for Electrocatalytic Performance: From Data‐Driven Methodologies to Closed‐Loop Optimization
di: Tianyi Gao, et al.
Pubblicazione: (2025)

Near‐Infrared Luminescent Materials Incorporating Rare Earth/Transition Metal Ions: From Materials to Applications
di: Hua‐Hui Li, et al.
Pubblicazione: (2024)

Data-Driven Exploration and Insights into Temperature-Dependent Phonons in Inorganic Materials
di: Lee, Huiju, et al.
Pubblicazione: (2026)

Comprehensive Insight Into Electronic Modulation of Rare‐Earth Elements for Enhancing Electrocatalytic Performance of Atomically Dispersed Materials
di: Yanhui Cao, et al.
Pubblicazione: (2025)

Machine Learning-Driven Insights into Excitonic Effects in 2D Materials
di: Javed, Ahsan, et al.
Pubblicazione: (2025)

Data-Driven Review and Machine Learning Prediction of Diamond Vacancy Center Synthesis
di: Jiang, Zhi, et al.
Pubblicazione: (2025)

A Universal Laser‐Driven Controllable Synthesis Methodology Enabling Electromagnetic Absorption in High‐Entropy Rare‐Earth Oxides
di: Peng Wei, et al.
Pubblicazione: (2025)

Applications of Machine Learning in Polymer Materials: Property Prediction, Material Design, and Systematic Processes
di: Li, Hongtao Guo Shuai Li Shu
Pubblicazione: (2025)

A Smart‐Perception Rare Earth MOF
di: Hongjun Li, et al.
Pubblicazione: (2026)

Coupling Data‐Driven and Reinforcement Learning for Material Development and Device Management in Batteries
di: Zihao He, et al.
Pubblicazione: (2026)

Unsupervised Machine-Learning Pipeline for Data-Driven Defect Detection and Characterisation: Application to Displacement Cascades
di: Del Fré, Samuel, et al.
Pubblicazione: (2025)

Data‐Driven Tunnel Oxide Passivated Contact Solar Cell Performance Analysis Using Machine Learning
di: Jiakai Zhou, et al.
Pubblicazione: (2024)

Machine Learning - Driven Materials Discovery: Unlocking Next-Generation Functional Materials - A review
di: Nematov, Dilshod, et al.
Pubblicazione: (2025)

Zwitterionic Materials for Water Treatment and Food Packaging: Synthesis, Performance, and Machine Learning‐Driven Design
di: Mohammad Khajavian, et al.
Pubblicazione: (2026)

Data‐Driven Design of Epoxy Composites: Heat Resistance Prediction Using Machine Learning Algorithms
di: Oleh Pastukh, et al.
Pubblicazione: (2026)

Machine Learning‐Based Inverse Design for Functional Materials: Methods, Challenges, and Engineering Applications
di: Weihao Lin, et al.
Pubblicazione: (2026)

Accurate and Data‐Efficient Micro X‐ray Diffraction Phase Identification Using Multitask Learning: Application to Hydrothermal Fluids
di: Yanfei Li, et al.
Pubblicazione: (2024)

Rare-Earth Nitrides: Fundamental Advances and Applications in Cryogenic Electronics
di: Holmes-Hewett, W. F., et al.
Pubblicazione: (2025)

Synergistic Integration of Halide Perovskite and Rare‐Earth Ions toward Photonics
di: Jiayu Sun, et al.
Pubblicazione: (2025)

Leveraging Large Language Models to Address Data Scarcity in Machine Learning: Applications in Graphene Synthesis
di: Biswajeet, Devi Dutta, et al.
Pubblicazione: (2025)

Mechanisms of Dual-Band Emission in Sb-Doped Rare-Earth Phosphates Revealed
di: Hao, Ruijie, et al.
Pubblicazione: (2025)

Machine Learning-Driven Crystal System Prediction for Perovskites Using Augmented X-ray Diffraction Data
di: Mathew, Ansu, et al.
Pubblicazione: (2026)

From Text to Insight: Large Language Models for Materials Science Data Extraction
di: Schilling-Wilhelmi, Mara, et al.
Pubblicazione: (2024)

Synergistic Nanoarchitectonics: Precision Membrane Engineering for Rare Earth Selective Separation
di: Zixiao Lv, et al.
Pubblicazione: (2024)

A General Synthesis of Soft Magnetic 2:17‐Type Rare‐Earth Cobalt Nanoalloys Decorated with Graphite as High‐Frequency Electromagnetic Materials
di: Jie Ma, et al.
Pubblicazione: (2024)

Constitutive Kolmogorov-Arnold Networks (CKANs): Combining Accuracy and Interpretability in Data-Driven Material Modeling
di: Abdolazizi, Kian P., et al.
Pubblicazione: (2025)

Machine Learning and Data-Driven Methods in Computational Surface and Interface Science
di: Hörmann, Lukas, et al.
Pubblicazione: (2025)

Biomimetic Intelligent Thermal Management Materials: From Nature‐Inspired Design to Machine‐Learning‐Driven Discovery
di: Heng Zhang, et al.
Pubblicazione: (2025)

Rare Earth Lattice Optimization Towards High‐Performance Ni‐Rich Layered Cathodes
di: Yang Liu, et al.
Pubblicazione: (2025)

Emerging Thermochromic Perovskite Materials: Insights into Fundamentals, Recent Advances and Applications
di: Yiming Liu, et al.
Pubblicazione: (2024)

Machine Learning-Enhanced Design of Lead-Free Halide Perovskite Materials Using Density Functional Theory
di: Kumar, Upendra, et al.
Pubblicazione: (2024)

Determining the Dielectric Constant of Solid/Liquid Interfaces
di: Dadashi, Somaiyeh, et al.
Pubblicazione: (2024)

Terahertz‐Driven Ultrafast Dynamics of Rare‐Earth Nickelates by Controlling Only the Charge Degree of Freedom
di: Gulloo Lal Prajapati, et al.
Pubblicazione: (2025)