Hi everyone, I am Anshuman Mishra.I’ll be contributing for Deepchem under Deepchem Open Source Fellowship funded by Deep Forest Sciences.
I am in Prefinal year of my Bachelor of Technology, in Electronics & Communication Engineering at National Insitute of Technology, Warangal, India. I’ve always been interested in Machine Learning. On a side note, Chemistry has been my favorite subject since school. Thus, in Deepchem, I found perfect blend of these two. As a result, I have kept myself involved with Deepchem Community since February, 2022.
According to this post on the Forum, “Growing support for Neural ODEs and CFD is on top priority list for Deepchem ‘’. The Convolutional ODE model to be contributed through this project in the original paper was used to model turbulent fluid flow by using Neural ODE. Thus it is an ideal choice to start with, for Neural ODE models for deepchem.
A Neural ODE which can learn the ‘equation’ or system dynamics to be more precise, by being fed data can be extremely powerful in not just medicine, but biology, chemistry, physics and engineering too. The conjoining of dynamical systems and deep learning has become a topic of great interest.
The project proposal can be found here .
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