AI-Aristotle: A Physics-Informed framework for Systems Biology Gray-Box
Identification

AI-Aristotle: A Physics-Informed framework for Systems Biology Gray-Box Identification

29 September 2023

Nazanin Ahmadi Daryakenari

Mario De Florio

George Karniadakis

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Papers citing "AI-Aristotle: A Physics-Informed framework for Systems Biology Gray-Box Identification"

12 / 12 papers shown

Title
Physics Informed Constrained Learning of Dynamics from Static Data Pengtao Dang Tingbo Guo Melissa Fishel Guang Lin Wenzhuo Wu Sha Cao Chi Zhang PINN AI4CE 118 0 0 17 Apr 2025
About rectified sigmoid function for enhancing the accuracy of Physics-Informed Neural Networks V. A. Es'kin Alexey O. Malkhanov Mikhail E. Smorkalov MLT 110 0 0 31 Dec 2024
GoRINNs: Godunov-Riemann Informed Neural Networks for Learning Hyperbolic Conservation Laws Dimitrios G. Patsatzis Mario di Bernardo L. Russo Constantinos Siettos AI4CE 50 2 0 29 Oct 2024
ADAM-SINDy: An Efficient Optimization Framework for Parameterized Nonlinear Dynamical System Identification Siva Viknesh Younes Tatari Amirhossein Arzani 113 3 0 21 Oct 2024
CMINNs: Compartment Model Informed Neural Networks -- Unlocking Drug Dynamics Nazanin Ahmadi Daryakenari Shupeng Wang George Karniadakis 422 5 0 19 Sep 2024
Integrating Neural Operators with Diffusion Models Improves Spectral Representation in Turbulence Modeling Vivek Oommen Aniruddha Bora Zhen Zhang George Karniadakis DiffM 123 19 0 13 Sep 2024
Physics-Informed Neural Networks and Extensions Maziar Raissi P. Perdikaris Nazanin Ahmadi George Karniadakis PINN AI4CE 95 6 0 29 Aug 2024
Quantification of total uncertainty in the physics-informed reconstruction of CVSim-6 physiology Mario De Florio Zongren Zou Daniele E. Schiavazzi George Karniadakis 56 4 0 13 Aug 2024
Adapting Physics-Informed Neural Networks to Improve ODE Optimization in Mosquito Population Dynamics D. V. Cuong Branislava Lalić Mina Petrić Binh Nguyen M. Roantree PINN AI4CE 119 0 0 07 Jun 2024
A physics-informed neural network method for the approximation of slow invariant manifolds for the general class of stiff systems of ODEs Dimitrios G. Patsatzis Lucia Russo Constantinos Siettos PINN 64 3 0 18 Mar 2024
AI-Lorenz: A physics-data-driven framework for black-box and gray-box identification of chaotic systems with symbolic regression Mario De Florio Ioannis G. Kevrekidis George Karniadakis 96 17 0 21 Dec 2023
Weak-PDE-LEARN: A Weak Form Based Approach to Discovering PDEs From Noisy, Limited Data R. Stephany Christopher Earls 59 4 0 09 Sep 2023

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