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2204.08621
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Proximal Implicit ODE Solvers for Accelerating Learning Neural ODEs
19 April 2022
Justin Baker
Hedi Xia
Yiwei Wang
E. Cherkaev
A. Narayan
Long Chen
Jack Xin
Andrea L. Bertozzi
Stanley J. Osher
Bao Wang
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Papers citing
"Proximal Implicit ODE Solvers for Accelerating Learning Neural ODEs"
5 / 5 papers shown
Physics-Informed Neural ODEs with Scale-Aware Residuals for Learning Stiff Biophysical Dynamics
Kamalpreet Singh Kainth
Prathamesh Dinesh Joshi
Raj Abhijit Dandekar
Rajat Dandekar
Sreedat Panat
AI4CE
181
2
0
13 Nov 2025
The Vanishing Gradient Problem for Stiff Neural Differential Equations
Colby Fronk
Linda R. Petzold
228
1
0
02 Aug 2025
Stable CDE Autoencoders with Acuity Regularization for Offline Reinforcement Learning in Sepsis Treatment
Yue Gao
OffRL
OOD
AI4TS
248
0
0
17 Jun 2025
Training Stiff Neural Ordinary Differential Equations with Explicit Exponential Integration Methods
Chaos (Chaos), 2024
Colby Fronk
Linda R. Petzold
408
7
0
02 Dec 2024
Training Stiff Neural Ordinary Differential Equations with Implicit Single-Step Methods
Chaos (Chaos), 2024
Colby Fronk
Linda R. Petzold
292
14
0
08 Oct 2024
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