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I'm trying to fit a Neural ODE to some observations of a dynamical system, which has some control inputs. That is, the control inputs are not part of the state space and shouldn't be fit. To my unders…
rlrs updated
8 months ago
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In the provided example on mini-batching (https://docs.sciml.ai/SciMLSensitivity/dev/examples/neural_ode/minibatch/) the loss function, prediction model and the initial conditions are
```
function…
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Currently, the final state of the Adam and BFGS is dropped when solve stops. However, it can be beneficial to resume training, and then it would help to resume Adam and BFGS from their last settings. …
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Hi everyone. I am trying to implement the [Deep Bayesian Model Discovery ](https://docs.sciml.ai/Overview/stable/showcase/bayesian_neural_ode/)on the Lotka-Volterra model discussed in the [Automated D…
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Hi there,
I am running RSpamd 3.10.2 and have noticed some strange bug with multimap. I have configured an IP Whitelist in Multimap, based on the examples in the documentation. In most cases it is …
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Thanks for this amazing package!
I was trying to test the memory usage of adjoint, as claimed by authors of the original neural ODE paper, the memory usage of adjoint method should be smaller compa…
cyx96 updated
2 years ago
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## 論文リンク
https://arxiv.org/abs/1910.05513
https://openreview.net/forum?id=B1e9Y2NYvS
## 公開日（yyyy/mm/dd）
2019/10/12
ICLR 2020 (spotlight)
## 概要
ODENetsの頑健性を実験と理論の両側面から調べた。実験ではランダムなガウスノイズとAEs…
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Hi,
sry for my slightly uninformed question, but I am new to the Jax ecosystem.
I have different data sets of measurements with different excitations `u(t)` for one dynamic system, which dynami…
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I am currently implementing a physically constrained neural ordinary differential equation. The application is reaction kinetics so you already know it's going to be a very stiff system. The governing…
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The following MWE trains a simple neural ODE model with gradient descent to match a 2-D dynamical system (Van der Pol oscillator) with sampled data along a single trajectory. Each iteration of the tra…