Copertina

Scalable data-driven modeling of microstructure evolution by learning local dependency and spatiotemporal translation invariance rules in phase field simulation

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Lan, Zishuo, Zeng, Qionghuan, Ma, Weilong, Liang, Xiangju, Li, Yue, Chen, Yu, Chen, Yiming, Hu, Xiaobing, Li, Junjie, Wang, Lei, Zhang, Jing, Wang, Zhijun, Wang, Jincheng
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

FluxNet: Learning Capacity-Constrained Local Transport Operators for Conservative and Bounded PDE Surrogates
di: Lan, Zishuo, et al.
Pubblicazione: (2026)

A thermodynamic and analytical description on the quantitative phase-field model with enhanced interface diffusivity
di: Li, Yue, et al.
Pubblicazione: (2024)

Physics-informed neural networks incorporating energy dissipation for the phase-field model of ferroelectric microstructure evolution
di: Shang, Lan, et al.
Pubblicazione: (2024)

ESTformer: Transformer utilising spatiotemporal dependencies for electroencephalogram super-resolution
di: Li, Dongdong, et al.
Pubblicazione: (2023)

Distinct spatiotemporal patterns of juxtacortical microstructure in Alzheimer's Disease
di: Binyin Li, et al.
Pubblicazione: (2025)

Direct Laser‐Deposited Ni 36.5 Co 36.5 Cr 18 Al 4.5 Ti 4.5 Multiprincipal Component Alloy
di: Mingyin Qi, et al.
Pubblicazione: (2024)

Strain rate–dependent indentation responses and microstructural evolution mechanisms of aluminum oxynitride ceramics
di: Xiao‐Tong Jia, et al.
Pubblicazione: (2025)

Large deformation behavior of EP/HGM composite and constitutive model considering microstructure evolution
di: Ruizhi Wang, et al.
Pubblicazione: (2025)

Correction: Boron‐dependent microstructural evolution, thermal stability, and crystallization of mechanical alloying derived SiBCN
di: Daxin Li, et al.
Pubblicazione: (2025)

A joint voxel flow - phase field framework for ultra-long microstructure evolution prediction with physical regularization
di: Zhou, Ao, et al.
Pubblicazione: (2026)

CRISPR‐driven diagnostics: Molecular mechanisms, clinical efficacy and translational challenges
di: Zilong Wang, et al.
Pubblicazione: (2025)

Efficient quantum simulation for translationally invariant systems
di: Kattemölle, Joris, et al.
Pubblicazione: (2025)

Universal symplectic/orthogonal functions and general branching rules
di: Jin, Zhihong, et al.
Pubblicazione: (2022)

The spatiotemporal Born rule is quasiprobabilistic
di: Fullwood, James, et al.
Pubblicazione: (2025)

The nonequilibrium evolution near the phase boundary
di: Li, Xiaobing, et al.
Pubblicazione: (2023)

Exploring percolation phase transition in the three-dimensional Ising model with machine learning
di: Guo, Ranran, et al.
Pubblicazione: (2023)

Recurrent Feature Mining and Keypoint Mixup Padding for Category-Agnostic Pose Estimation
di: Chen, Junjie, et al.
Pubblicazione: (2025)

Reward driven discovery of the optimal microstructure representations with invariant variational autoencoders
di: Slautin, Boris N., et al.
Pubblicazione: (2025)

Bicyclic Sultams: From Organic Chemistry to Pharmaceutical Science
di: Yifan Chen, et al.
Pubblicazione: (2024)

Defects4Log: Benchmarking LLMs for Logging Code Defect Detection and Reasoning
di: Wang, Xin, et al.
Pubblicazione: (2025)

LLM4Perf: Large Language Models Are Effective Samplers for Multi-Objective Performance Modeling
di: Wang, Xin, et al.
Pubblicazione: (2025)

Study on strength and microstructure of multi‐source solid waste ultrafine powder concrete
di: Gang Zeng, et al.
Pubblicazione: (2025)

Entanglement transitions in translation-invariant tensor networks
di: Wang, Yi-Cheng, et al.
Pubblicazione: (2026)

A Comprehensive Study of Deep Learning Model Fixing Approaches
di: You, Hanmo, et al.
Pubblicazione: (2025)

EmotionIC: emotional inertia and contagion-driven dependency modeling for emotion recognition in conversation
di: Liu, Yingjian, et al.
Pubblicazione: (2023)

A Massively Scalable Ligand-Protein Dissociation Dynamic Database Derived from Atomistic Molecular Modelling
di: Li, Maodong, et al.
Pubblicazione: (2026)

Towards Resilient Safety-driven Unlearning for Diffusion Models against Downstream Fine-tuning
di: Li, Boheng, et al.
Pubblicazione: (2025)

Coherence-enhanced thermodynamic performance in a periodically-driven inelastic heat engine
di: Lu, Jincheng, et al.
Pubblicazione: (2023)

Data-driven characterization of spatiotemporal chaos using ensemble reservoir computing
di: Lei, Xiaoqi, et al.
Pubblicazione: (2026)

Iron element behavior and microstructure evolution of mullite–corundum ceramics in high‐temperature CO atmosphere
di: Hongxing Zhan, et al.
Pubblicazione: (2025)

A variational multi-phase model for elastoplastic materials with microstructure evolution
di: Dinkelacker-Steinhoff, Sarah, et al.
Pubblicazione: (2026)

ComS2T: A complementary spatiotemporal learning system for data-adaptive model evolution
di: Zhou, Zhengyang, et al.
Pubblicazione: (2024)

SynEVO: A neuro-inspired spatiotemporal evolutional framework for cross-domain adaptation
di: Liu, Jiayue, et al.
Pubblicazione: (2025)

Delayformer: spatiotemporal transformation for predicting high-dimensional dynamics
di: Wang, Zijian, et al.
Pubblicazione: (2025)

An empirical formulation of accelerated molecular dynamics for simulating and predicting microstructure evolution in materials
di: Wan, Liang, et al.
Pubblicazione: (2025)

Comparing galaxy merger orbits in hydrodynamical simulation and in dark-matter-only simulation
di: Pu, Yahan, et al.
Pubblicazione: (2025)

SCRIPT: Scalable Diffusion Policy with Multi-stage Training for Language-driven Physics-based Humanoid Control
di: Zhang, Jingyan, et al.
Pubblicazione: (2026)

The superite phase and phase transition inducing multiscale solidification microstructures and segregations in steels
di: Ma, Xiaoping, et al.
Pubblicazione: (2026)

Fractional spatiotemporal optical vortices
di: Huang, Shunlin, et al.
Pubblicazione: (2025)

Flow Matching Transport for Quasi-Monte Carlo Integration
di: Zeng, Zhijun, et al.
Pubblicazione: (2026)