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Equation Discovery

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Showing 26–50 of 65 papers

TitleStatusHype
Directed differential equation discovery using modified mutation and cross-over operatorsCode0
Equation discovery framework EPDE: Towards a better equation discoveryCode0
Equation Discovery with Bayesian Spike-and-Slab Priors and Efficient KernelsCode0
GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial EquationsCode0
Latent Space Symmetry DiscoveryCode0
Learning and Interpreting Potentials for Classical Hamiltonian SystemsCode0
Learning Anisotropic Interaction Rules from Individual Trajectories in a Heterogeneous Cellular PopulationCode0
Neural-Guided Equation DiscoveryCode0
Towards true discovery of the differential equationsCode0
Graph-Eq: Discovering Mathematical Equations using Graph Generative Models—0
HyperSINDy: Deep Generative Modeling of Nonlinear Stochastic Governing Equations—0
Identification of Physical Processes and Unknown Parameters of 3D Groundwater Contaminant Problems via Theory-guided U-net—0
DrSR: LLM based Scientific Equation Discovery with Dual Reasoning from Data and Experience—0
Discovering interpretable Lagrangian of dynamical systems from data—0
KAN/MultKAN with Physics-Informed Spline fitting (KAN-PISF) for ordinary/partial differential equation discovery of nonlinear dynamic systems—0
Deep Symbolic Optimization: Reinforcement Learning for Symbolic Mathematics—0
A Bayesian framework for discovering interpretable Lagrangian of dynamical systems from data—0
The data-driven physical-based equations discovery using evolutionary approach—0
Towards stable real-world equation discovery with assessing differentiating quality influence—0
Discovering governing equation in structural dynamics from acceleration-only measurements—0
Discovering Causal Relations and Equations from Data—0
Data-driven PDE discovery with evolutionary approach—0
Data-driven discovery of stochastic dynamical equations of collective motion—0
MAntRA: A framework for model agnostic reliability analysis—0
Data-Driven Discovery of Coarse-Grained Equations—0
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