Buchumschlag

Physics-Informed Neural Operators for Generalizable and Label-Free Inference of Temperature-Dependent Thermoelectric Properties

Fuente: arXiv

Gespeichert in:

Bibliographische Detailangaben
Hauptverfasser:	Moon, Hyeonbin, Lee, Songho, Demeke, Wabi, Ryu, Byungki, Ryu, Seunghwa
Format:	Preprint
Veröffentlicht:	2025
Schlagworte:	Materials Science Computational Physics
Online-Zugang:	Acceder al recurso
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Ähnliche Einträge

Thermal Conductivity Estimation of Thermoelectric Materials with Uncertainty Quantification Using Bayesian Physics-Informed Neural Networks
von: Moon, Hyeonbin, et al.
Veröffentlicht: (2025)

Wiedemann-Franz Law and Thermoelectric Inequalities: Effective ZT and Single-leg Efficiency Overestimation
von: Ryu, Byungki, et al.
Veröffentlicht: (2024)

Physics-informed neural network framework for solving forward and inverse flexoelectric problems
von: Moon, Hyeonbin, et al.
Veröffentlicht: (2025)

Thermoelectric Algebra Made Simple for Thermoelectric Generator Module Performance Prediction under Constant Seebeck-Coefficient Approximation
von: Ryu, Byungki, et al.
Veröffentlicht: (2024)

Physics-Informed Neural Network-Based Discovery of Hyperelastic Constitutive Models from Extremely Scarce Data
von: Moon, Hyeonbin, et al.
Veröffentlicht: (2025)

Layered XZnBi (X = Rb, Cs) with Pudding-Mold Bands, Complex Fermi Surfaces and Low Thermal Conductivity: A First-Principles Study of Thermoelectric Properties
von: Wani, Aadil Fayaz, et al.
Veröffentlicht: (2025)

An Energy‐Based Physics‐Informed Computational Framework for Forward and Inverse Flexoelectric Problems
von: Hyeonbin Moon, et al.
Veröffentlicht: (2026)

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy
von: Lee, Hugon, et al.
Veröffentlicht: (2025)

Reference compositions for bismuth telluride thermoelectric materials for low-temperature power generation
von: Kumari, Nirma, et al.
Veröffentlicht: (2025)

Physics-Informed Neural Networks for Programmable Origami Metamaterials with Controlled Deployment
von: Kang, Sukheon, et al.
Veröffentlicht: (2025)

On‐Demand Crack Formation on DNA Film via Organic Solvent‐Induced Dehydration
von: Soeun Lee, et al.
Veröffentlicht: (2024)

A High-Quality Thermoelectric Material Database with Self-Consistent ZT Filtering
von: Ryu, Byungki, et al.
Veröffentlicht: (2025)

Asymmetric Electronic Band Alignment and Potentially Enhanced Thermoelectric Properties in Phase-Separated Mg2X (X=Si,Ge,Sn) Alloys
von: Ryu, Byungki, et al.
Veröffentlicht: (2025)

Data-driven Design of Isotropic and High-Stiffness TPMS-based Amorphousness-Induced Architected Material (TAAM)
von: Park, Minwoo, et al.
Veröffentlicht: (2025)

Selective Hydrogenation Promotes Anisotropic Thermoelectric Properties of TPDH-Graphene
von: de Oliveira, Caique Campos, et al.
Veröffentlicht: (2024)

A systematic Investigation of Thermoelectric Properties of Monolayers of ZrX2N4(X = Si, Ge)
von: Das, Chayan, et al.
Veröffentlicht: (2024)

Morphology-, Noise-, and Resolution-Robust Ultrasound Elasticity Imaging with Fourier Neural Operators
von: Kim, Heekyu, et al.
Veröffentlicht: (2026)

Temperature Dependent Mechanical and Structural Properties of Uniaxially Strained Planar Graphene
von: Erasmus, Sané, et al.
Veröffentlicht: (2025)

Breaking the Precision Ceiling in Physics-Informed Neural Networks: A Hybrid Fourier-Neural Architecture for Ultra-High Accuracy
von: Lee, Wei Shan, et al.
Veröffentlicht: (2025)

Graph Neural Network for Unified Electronic and Interatomic Potentials: Strain-tunable Electronic Structures in 2D Materials
von: Choi, Moon-ki, et al.
Veröffentlicht: (2025)

PINNs-MPF: A Physics-Informed Neural Network Framework for Multi-Phase-Field Simulation of Interface Dynamics
von: Elfetni, Seifallah, et al.
Veröffentlicht: (2024)

Ultra-thin Carbon Biphenylene Network as an Anisotropic Thermoelectric Material with High Temperature Stability Under Mechanical Strain
von: Sargın, Gözde Özbal, et al.
Veröffentlicht: (2024)

Defect-Engineered Multifunctionality in Cu-Doped Bi2Te2: Interplay of Thermoelectric, Piezoelectric, and Optoelectronic Properties from First-Principles Insights
von: Javed, Muhammad Usman, et al.
Veröffentlicht: (2025)

Symmetry-Constrained Multi-Scale Physics-Informed Neural Networks for Graphene Electronic Band Structure Prediction
von: Lee, Wei Shan, et al.
Veröffentlicht: (2025)

Experimental Study on the Mechanical, Durability, and Microstructural Properties of Concrete With Partial Cement Replacement With Coffee Husk Ash and Rice Husk Ash
von: Fikreyesus Demeke Cherkos
Veröffentlicht: (2025)

Precision Multi-Mode Dielectric Characterization of a Crystalline Perovskite Enables Determination of the Temperature-Dependent Phase Transitions
von: Zhao, Zijun C., et al.
Veröffentlicht: (2020)

Grid-Free Evaluation of Phonon-Limited Electronic Relaxation Times and Transport Properties
von: Vukmirović, Nenad
Veröffentlicht: (2025)

Equivariant Graph Neural Networks for Prediction of Tensor Material Properties of Crystals
von: Heilman, Alex, et al.
Veröffentlicht: (2024)

High-Temperature Deformation Behavior of Co-Free Non-Equiatomic CrMnFeNi Alloy
von: Dominguez-Gutierrez, F. J., et al.
Veröffentlicht: (2026)

CTGNN: Crystal Transformer Graph Neural Network for Crystal Material Property Prediction
von: Du, Zijian, et al.
Veröffentlicht: (2024)

Ab Initio Prediction of Large Thermoelectric Effect in Distorted Heusler Alloy Ti-Fe-Sb Compound
von: Syariati, Rifky, et al.
Veröffentlicht: (2025)

Computational Design of Metal-Free Porphyrin Dyes for Sustainable Dye-Sensitized Solar Cells Informing Energy Informatics and Decision Support
von: Hasan, Md Mahmudul, et al.
Veröffentlicht: (2025)

Enhancing the Efficiency of Time-Dependent Density Functional Theory Calculations of Dynamic Response Properties
von: Moldabekov, Zhandos A., et al.
Veröffentlicht: (2025)

Automated Prediction of Thermodynamic Properties via Bayesian Free-Energy Reconstruction from Molecular Dynamics
von: Spirande, Ekaterina, et al.
Veröffentlicht: (2025)

Rare-Earth Engineering of NaAlO3 Perovskites Unlocks Unified Optoelectronic, Thermoelectric, and Spintronic Functionalities
von: Imran, Muhammad, et al.
Veröffentlicht: (2025)

Quantum Mechanical Study of the Electronic Structure and Thermoelectric Properties of Heusler Alloys
von: Patel, Deep
Veröffentlicht: (2025)

Dynamical structure factors of Warm Dense Matter from Time-Dependent Orbital-Free and Mixed-Stochastic-Deterministic Density Functional Theory
von: White, Alexander J.
Veröffentlicht: (2024)

First-principles Investigation of CaV$_2$TeO$_8$: A Multifunctional Heteroanionic Oxychalcogenide for Photocatalytic and Thermoelectric Applications
von: Thamizharasan, G., et al.
Veröffentlicht: (2025)

Identifying Highly Deformable van der Waals Layered Chalcogenides with Superior Thermoelectric Performance Using Deformability Factors and Interpretable Machine Learning
von: Ren, Qi, et al.
Veröffentlicht: (2024)

Unveiling the Thermoelectric Properties of Group III-Nitride Biphenylene Networks
von: Sargin, Gözde Özbal, et al.
Veröffentlicht: (2025)