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Equation Discovery

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Showing 51–65 of 65 papers

TitleStatusHype
Bayesian Spline Learning for Equation Discovery of Nonlinear Dynamics with Quantified UncertaintyCode0
Identification of Physical Processes and Unknown Parameters of 3D Groundwater Contaminant Problems via Theory-guided U-net—0
Learning Anisotropic Interaction Rules from Individual Trajectories in a Heterogeneous Cellular PopulationCode0
A dynamical systems based framework for dimension reduction—0
Data-driven discoveries of Bäcklund transforms and soliton evolution equations via deep neural network learning schemes—0
Quantum Model-Discovery—0
A toolkit for data-driven discovery of governing equations in high-noise regimesCode0
Discovery of interpretable structural model errors by combining Bayesian sparse regression and data assimilation: A chaotic Kuramoto-Sivashinsky test caseCode0
Automated Mathematical Equation Structure Discovery for Visual AnalysisCode0
A non-autonomous equation discovery method for time signal classification—0
The data-driven physical-based equations discovery using evolutionary approach—0
Data-Driven Discovery of Coarse-Grained Equations—0
Learning and Interpreting Potentials for Classical Hamiltonian SystemsCode0
Equation Discovery for Nonlinear System Identification—0
Data-driven PDE discovery with evolutionary approach—0
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