KAN-Enhanced Contrastive Learning Accelerating Crystal Structure Identification from XRD Patterns
Fuente:
arXiv
Guardado en:
| Autores principales: | Xu, Chenlei, Su, Tianhao, Xiong, Jie, Wu, Yue, Dong, Shuya, Jiang, Tian, He, Mengwei, Chen, Shuai, Zhang, Tong-Yi |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Bound states in one-dimensional systems with colored noise
por: Wei, Xingbo, et al.
Publicado: (2024)
por: Wei, Xingbo, et al.
Publicado: (2024)
KAN: Kolmogorov-Arnold Networks
por: Liu, Ziming, et al.
Publicado: (2024)
por: Liu, Ziming, et al.
Publicado: (2024)
Crystal-like thermal transport in amorphous carbon
por: Moon, Jaeyun, et al.
Publicado: (2024)
por: Moon, Jaeyun, et al.
Publicado: (2024)
Physics-informed operator learning for transferable energy-dissipative microstructure dynamics
por: Xiong, Jie, et al.
Publicado: (2026)
por: Xiong, Jie, et al.
Publicado: (2026)
Daydreaming algorithm for Biased Patterns
por: Doi, Mikiya, et al.
Publicado: (2026)
por: Doi, Mikiya, et al.
Publicado: (2026)
Pattern Expansion of Spin Glasses
por: Shen, Mutian, et al.
Publicado: (2026)
por: Shen, Mutian, et al.
Publicado: (2026)
Mobility Crossover in Two-Dimensional Berry Crystals
por: Chai, Zixuan, et al.
Publicado: (2024)
por: Chai, Zixuan, et al.
Publicado: (2024)
Discrete Time Crystal in quantum Sherrington-Kirkpatrick model
por: Bothra, Aarya, et al.
Publicado: (2025)
por: Bothra, Aarya, et al.
Publicado: (2025)
Disorder-induced phase transitions in higher-order nodal line semimetals
por: Ding, Yue-Ran, et al.
Publicado: (2024)
por: Ding, Yue-Ran, et al.
Publicado: (2024)
Many-body mobility edges in one dimension revealed by efficient and interpretable feature-based learning with Kolmogorov-Arnold Networks
por: Dai, Siqi, et al.
Publicado: (2026)
por: Dai, Siqi, et al.
Publicado: (2026)
Glass Patterns in Twisted Disordered Crystals
por: Dunbrack, Aaron
Publicado: (2025)
por: Dunbrack, Aaron
Publicado: (2025)
Investigation of reentrant localization transition in one-dimensional quasi-periodic lattice with long-range hopping
por: Chang, Pei-Jie, et al.
Publicado: (2024)
por: Chang, Pei-Jie, et al.
Publicado: (2024)
Rheological Parameter Identification in Granular Materials Using Physics-Informed Neural Networks
por: Baldoni, Barbara, et al.
Publicado: (2025)
por: Baldoni, Barbara, et al.
Publicado: (2025)
Finding Some Impossibility of Flat-Folding of Given Origami Crease Pattern by Graphical Representation
por: Nakajima, Chihiro
Publicado: (2025)
por: Nakajima, Chihiro
Publicado: (2025)
Reshaping Global Loop Structure to Accelerate Local Optimization by Smoothing Rugged Landscapes
por: Leleu, Timothee, et al.
Publicado: (2026)
por: Leleu, Timothee, et al.
Publicado: (2026)
Atomic scale structure and dynamical properties of (TeO$_2$)$_{1-x}$-(Na$_2$O)$_{x}$ glasses through first-principles modeling and XRD measurements
por: Shuaib, Firas, et al.
Publicado: (2025)
por: Shuaib, Firas, et al.
Publicado: (2025)
Learning Atoms from Crystal Structure
por: Vasylenko, Andrij, et al.
Publicado: (2024)
por: Vasylenko, Andrij, et al.
Publicado: (2024)
Phase induced localization transition
por: Liu, Tong, et al.
Publicado: (2024)
por: Liu, Tong, et al.
Publicado: (2024)
Unbound States and Mixed Bound--Unbound Phases in Near-Infinitely Deep Potentials
por: Cheng, Shujie, et al.
Publicado: (2026)
por: Cheng, Shujie, et al.
Publicado: (2026)
Do Hopfield Networks Dream of Stored Patterns? A Statistical-Mechanical Theory of Dreaming in Multidirectional Associative Memories
por: Barra, Adriano, et al.
Publicado: (2026)
por: Barra, Adriano, et al.
Publicado: (2026)
Impact of Nonreciprocal Hopping on Localization in Non-Hermitian Quasiperiodic Systems
por: Tong, Xianqi, et al.
Publicado: (2025)
por: Tong, Xianqi, et al.
Publicado: (2025)
Scale-free localization versus Anderson localization in unidirectional quasiperiodic lattices
por: Zhang, Yu, et al.
Publicado: (2025)
por: Zhang, Yu, et al.
Publicado: (2025)
The Spectral Boundary of Block Structured Random Matrices
por: Patil, Nirbhay, et al.
Publicado: (2023)
por: Patil, Nirbhay, et al.
Publicado: (2023)
Structural Complexity and Correlated Disorder in Materials Chemistry
por: Goodwin, Andrew L.
Publicado: (2025)
por: Goodwin, Andrew L.
Publicado: (2025)
Non-Hermitian Mosaic Maryland model
por: Wang, Zhenning, et al.
Publicado: (2026)
por: Wang, Zhenning, et al.
Publicado: (2026)
Coexistence of ergodic and weakly ergodic states in finite-height Wannier-Stark ladders
por: Wei, Xingbo, et al.
Publicado: (2023)
por: Wei, Xingbo, et al.
Publicado: (2023)
Pattern recognition in the nucleation kinetics of non-equilibrium self-assembly
por: Evans, Constantine Glen, et al.
Publicado: (2022)
por: Evans, Constantine Glen, et al.
Publicado: (2022)
Computer Generation of Disordered Networks with Targeted Structural Properties
por: Hemmann, Florin, et al.
Publicado: (2026)
por: Hemmann, Florin, et al.
Publicado: (2026)
Rapid Assessment of Stable Crystal Structures in Single Phase High Entropy Alloys Via Graph Neural Network Based Surrogate Modelling
por: Beaver, Nicholas, et al.
Publicado: (2024)
por: Beaver, Nicholas, et al.
Publicado: (2024)
Quantum engineering for compactly localized states in disordered Lieb lattices
por: Danieli, Carlo, et al.
Publicado: (2023)
por: Danieli, Carlo, et al.
Publicado: (2023)
Disorder effects in two-dimensional flat-band system with next-nearest-neighbor hopping
por: Liu, Yue Heng, et al.
Publicado: (2026)
por: Liu, Yue Heng, et al.
Publicado: (2026)
Structural constraints on mobility edges in one-dimensional quasiperiodic systems
por: Lee, Sanghoon, et al.
Publicado: (2026)
por: Lee, Sanghoon, et al.
Publicado: (2026)
Mobility edges in non-Hermitian models with slowly varying quasi-periodic disorders
por: Tang, Qiyun, et al.
Publicado: (2024)
por: Tang, Qiyun, et al.
Publicado: (2024)
Delocalization Induced by Enhanced Hyperuniformity in One-Dimensional Disordered Systems
por: Jeon, Junmo, et al.
Publicado: (2025)
por: Jeon, Junmo, et al.
Publicado: (2025)
Calculating the Stability of Different Surfaces of GaAsxP1-x Mixed-Crystals using the Virtual Crystal Approximation
por: Karmo, Marsel, et al.
Publicado: (2023)
por: Karmo, Marsel, et al.
Publicado: (2023)
Non-equilibrium dynamics of localization phase transition in the non-Hermitian Disorder-Aubry-André model
por: Sun, Yue-Mei, et al.
Publicado: (2024)
por: Sun, Yue-Mei, et al.
Publicado: (2024)
Hybrid scaling properties of localization transition in a non-Hermitian disorder Aubry-André model
por: Sun, Yue-Mei, et al.
Publicado: (2024)
por: Sun, Yue-Mei, et al.
Publicado: (2024)
Bilattice-Catastrophe Isomorphism for Four-Valued Logic in Digital Systems
por: Wu, Jiu Hui, et al.
Publicado: (2026)
por: Wu, Jiu Hui, et al.
Publicado: (2026)
Exploring Metallic-Insulating Transition and Thermodynamic Applications of Fibonacci Quasicrystals
por: Xu, He-Guang, et al.
Publicado: (2024)
por: Xu, He-Guang, et al.
Publicado: (2024)
Accelerating Noisy Variational Quantum Algorithms with Physics-Informed Denoising Networks
por: Liu, Jie, et al.
Publicado: (2026)
por: Liu, Jie, et al.
Publicado: (2026)
Ejemplares similares
-
Bound states in one-dimensional systems with colored noise
por: Wei, Xingbo, et al.
Publicado: (2024) -
KAN: Kolmogorov-Arnold Networks
por: Liu, Ziming, et al.
Publicado: (2024) -
Crystal-like thermal transport in amorphous carbon
por: Moon, Jaeyun, et al.
Publicado: (2024) -
Physics-informed operator learning for transferable energy-dissipative microstructure dynamics
por: Xiong, Jie, et al.
Publicado: (2026) -
Daydreaming algorithm for Biased Patterns
por: Doi, Mikiya, et al.
Publicado: (2026)