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Found 4 papers, 1 papers with code
Learning Chemotherapy Drug Action via Universal Physics-Informed Neural Networks
Quantitative systems pharmacology (QSP) is widely used to assess drug effects and toxicity before the drug goes to clinical trial.
Denoising Diffusion Restoration Tackles Forward and Inverse Problems for the Laplace Operator
Equivalently, we present an approach to restore the solution and the parameters in the Poisson equation by exploiting the eigenvalues and the eigenfunctions of the Laplacian operator.
A PINN Approach to Symbolic Differential Operator Discovery with Sparse Data
We demonstrate strong performance of this approach even when provided with very few measurements of noisy data in both the ODE and PDE regime.
Better Peer Grading through Bayesian Inference
Peer grading systems aggregate noisy reports from multiple students to approximate a true grade as closely as possible.
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