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CMINNs: Compartment Model Informed Neural Networks -- Unlocking Drug Dynamics

CMINNs: Compartment Model Informed Neural Networks -- Unlocking Drug Dynamics

Nazanin Ahmadi Daryakenari
Shupeng Wang
George Karniadakis
ArXiv (abs)PDFHTML

Papers citing "CMINNs: Compartment Model Informed Neural Networks -- Unlocking Drug Dynamics"

6 / 6 papers shown
Title
State-space models are accurate and efficient neural operators for dynamical systems
State-space models are accurate and efficient neural operators for dynamical systems
Zheyuan Hu
Nazanin Ahmadi Daryakenari
Qianli Shen
Kenji Kawaguchi
George Karniadakis
MambaAI4CE
206
17
0
28 Jan 2025
Physics-Informed Neural Networks and Extensions
Physics-Informed Neural Networks and Extensions
Maziar Raissi
P. Perdikaris
Nazanin Ahmadi
George Karniadakis
PINNAI4CE
78
5
0
29 Aug 2024
AI-Aristotle: A Physics-Informed framework for Systems Biology Gray-Box Identification
AI-Aristotle: A Physics-Informed framework for Systems Biology Gray-Box Identification
Nazanin Ahmadi Daryakenari
Mario De Florio
K. Shukla
George Karniadakis
88
34
0
29 Sep 2023
Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism
Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism
L. McClenny
U. Braga-Neto
PINN
86
459
0
07 Sep 2020
Overcoming catastrophic forgetting in neural networks
Overcoming catastrophic forgetting in neural networks
J. Kirkpatrick
Razvan Pascanu
Neil C. Rabinowitz
J. Veness
Guillaume Desjardins
...
A. Grabska-Barwinska
Demis Hassabis
Claudia Clopath
D. Kumaran
R. Hadsell
CLL
374
7,561
0
02 Dec 2016
Adam: A Method for Stochastic Optimization
Adam: A Method for Stochastic Optimization
Diederik P. Kingma
Jimmy Ba
ODL
2.0K
150,312
0
22 Dec 2014

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