Cover Image

From Complexity to Clarity: Kolmogorov-Arnold Networks in Nuclear Binding Energy Prediction

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Hao, Lei, Jin, Ren, Zhongzhou
Format:	Preprint
Published:	2024
Subjects:	Nuclear Theory
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A Complex Scaling Method for Efficient and Accurate Scattering Emulation in Nuclear Reactions
by: Liu, Junzhe, et al.
Published: (2024)

Exact Treatment of Continuum Couplings in Nuclear Optical Potentials via Feshbach Theory
by: Liu, Hao, et al.
Published: (2025)

The Hidden Variables: Harnessing Half-Shell Potentials for Enhanced Precision in Nuclear Reaction Calculations
by: Liu, Hao, et al.
Published: (2024)

Channel couplings redirect absorbed flux from peripheral loss to fusion in weakly bound nuclear reactions
by: Liu, Hao, et al.
Published: (2026)

Exact Construction and Uniqueness of the Coupled-Channel Green's Function
by: Liu, Hao, et al.
Published: (2026)

Coherent Absorption Dynamics: The Dual Role of Off-Diagonal Couplings in Weakly Bound Nuclei
by: Liu, Hao, et al.
Published: (2026)

Coulomb bridge mechanism for peripheral polarization of weakly bound projectiles
by: Liu, Hao, et al.
Published: (2026)

COLOSS: Complex-scaled Optical and couLOmb Scattering Solver
by: Liu, Junzhe, et al.
Published: (2024)

Nuclear contacts of unstable nuclei
by: Liang, Tongqi, et al.
Published: (2024)

Nuclear $α$-cluster structures from valence-space microscopic cluster model
by: Wang, Zhen, et al.
Published: (2025)

Spin entanglement of multinucleons: experimental prospects
by: Bai, Dong, et al.
Published: (2024)

Nucleon thermalization hindered by isospin symmetry: Violation of eigenstate thermalization hypothesis in atomic nuclei
by: Bai, Dong, et al.
Published: (2024)

Charged-current quasielastic neutrino scattering off nuclei with nucleon-nucleon short-range correlations
by: Liu, Jian, et al.
Published: (2025)

Quantum computing for extracting nuclear resonances
by: Zhang, Hantao, et al.
Published: (2024)

Universal laws for nuclear contacts
by: Liang, Tongqi, et al.
Published: (2024)

Nucleon momentum distributions of complex nuclei from inclusive electron scattering
by: Liang, Tongqi, et al.
Published: (2025)

Spontaneous fission half-lives for heavy and super-heavy nuclei from phenomenological models
by: Xie, Yi, et al.
Published: (2025)

Global Trends of Nuclear Radii and Binding Energies from the NUCLEI-PACK Framework
by: Maridi, H. M.
Published: (2025)

Kolmogorov-Arnold Wavefunctions
by: Bedaque, Paulo F., et al.
Published: (2025)

Data-driven trap theory for nuclear scattering
by: Zhang, Hantao, et al.
Published: (2025)

High-Dimensional Bayesian Calibration of Expensive Nuclear Models with Differentiable Emulation
by: Lei, Jin
Published: (2026)

Iterative Harrow-Hassidim-Lloyd quantum algorithm for solving resonances with eigenvector continuation
by: Zhang, Hantao, et al.
Published: (2025)

Studying few cluster resonances with quantum neural network driven iterative Harrow-Hassidim-Lloyd algorithm
by: Zhang, Hantao, et al.
Published: (2025)

Direct Boundary Matching: A Bound-State Technique for Nuclear Scattering with Lagrange-Legendre Functions
by: Lei, Jin
Published: (2025)

Optimization of Nuclear Mass Models Using Algorithms and Neural Networks
by: Li, Jin, et al.
Published: (2024)

Prediction of Nuclear Charge Density Distribution with Feedback Neural Network
by: Shang, Tian-Shuai, et al.
Published: (2024)

Nuclear Fragmentation at Intermediate Energies in the DCM-QGSM-SMM Model
by: Martemianov, M. A., et al.
Published: (2026)

Fragmentation of Nuclear Remnants in Electron-Nucleus Collisions at High Energy as a Nonextensive Process
by: Duan, Ting-Ting, et al.
Published: (2024)

Determining the Ξ-Nucleus Potential from the Measured Binding Energies of ^15_Ξ^C
by: Nyein, Paing Thit, et al.
Published: (2025)

Nuclear Mass Predictions Using a Neural Network with Additive Gaussian Process Regression-Optimized Activation Functions
by: Liu, H. X., et al.
Published: (2025)

Medium Assisted Low Energy Nuclear Fusion
by: Jain, Pankaj, et al.
Published: (2024)

Low Energy Nuclear Reactions Through Weak Interactions
by: Ramkumar, K., et al.
Published: (2024)

Leptophilic Interactions in Nuclear Energy Density Functional Theory
by: Kara, S. O.
Published: (2025)

Bidirectional Neural Networks for Global Nucleon-Nucleus Optical Model Calculations
by: Lei, Jin
Published: (2025)

Evidence for Three-$α$ Breathing Modes Uncovered by Control Neural Network
by: Cheng, Zheng, et al.
Published: (2024)

Ground-state properties of finite nuclei in relativistic Hartree-Bogoliubov theory with an improved quark mass density-dependent model
by: Xu, Renli, et al.
Published: (2025)

Large quadrupole moment in $^{20}$Ne:Localization and tensor-force effects
by: Huai-Tong, Xue, et al.
Published: (2025)

Nuclear Pairing Energy vs Mean Field Energy: Do They Talk To Each Other For Searching The Energy Minimum?
by: Mun, Myeong-Hwan, et al.
Published: (2024)

Nuclear transitions on demand
by: Yang, C. -J.
Published: (2025)

Use of the Meta-analysis and Kolmogorov Criteria in the Finding of Singularities of a Nuclear Matter Created in Ultra Relativistic Nuclear Collisions
by: Kizka, V. A.
Published: (2015)