Viewing profile — omrjml

This sounds interesting. Would you mind sharing how exactly you have this setup?

Of course sine can appear in the solution for dynamical systems but the function itself is not dynamical. When evaluating sin(x) you do not need to know about the previous state.

Edit: should not be approximated

Periodic function like sin(x) are not a dynamical system so its previous state does not determine the current state. So it should be approximated in that way.

Not MLP, but PySindy[0] might be a way to find a closed form solution. A simple MLP may not be best way to achieve what are you are after. [0] https://github.com/dynamicslab/pysind…

This does not appear to be the usual approach of training the neural network on tons of data from the physics simulation. Instead they use the actual physics equations to form the …

Modern use for it: https://www.newscientist.com/article/2277794-century-old-wat...

That really resonated with me. I basically stopped using Twitter because of the reasons you outlined here. This tool, however, might make Twitter useful again for me!

From the actual journal article: "Three further points are relevant to the question of whether the model-observed differences in Figs. 10A-C are mainly due to underestimated observ…

The radiation is not pointed in the same direction as jets like a laser. There is bulk motion of the plasma in a given direction, but the radiation is emitted from particles that a…

There has been lost of theories to explain how jets from black hole systems form. New observations of light polarization from M87 jet show twisting magnetic field lines which sugge…

That's just one of the jets. In fact, I think only one side is observable as it pointed close to our direction, making the other side very difficult to observe.

Here is a little explanation from TF quantum website. https://www.tensorflow.org/quantum/concepts

Not all vaccines work the same way and it is not obvious what the long term impact of such a "flu pill" would be on our immune system. For example, I would like to know what would …

That's true, I keep forgetting about https://lfortran.org/ Unfortunately in my experience the people I know who almost exclusively code in fortran are not really interested in jupy…

It depends on what you are doing. If it is numerical work with matrix operations, then Fortran is fast and pretty intuitive. Some of the annoyances come from dealing with legacy co…

I am all for vaccines for really dangerous diseases, but we also need to get ill to keep our immune system active and healthy. For example, there are links between being in too cle…

Regarding dynamical systems, Neural ODEs hold promise as they are more analogous to the numerical solvers. I think with any dynamical system, purely data driven approach can be pro…

There are some complex dynamics that take place when mass transfer is happening. In these systems this is via Roche Lobe overflow (1) which depending on the masses of the objects c…

Yes, they would gain mass from feeding but not get 40% bigger while still in that binary configuration. So it seems these BHs start out bigger than previously assumed.

The problem here are the writers, not the readers. Most people are just not good writers and good at communicating complex ideas clearly. But the obsession with publishing research…

Thanks for the pointers there. You are right, that list is even worse. I'm just finding Medium particularly annoying if I search for anything related to machine learning or data sc…