Time Interpolation of Physical Quantities
Budget: $10 – $30 USD
I'm looking for a deep learning specialist who can implement various deep learning methods like LSTM, CNN and other suitable ones to interpolate a function f(x,y,t) over time.
Key Project Details:
- The function f(x,y,t) represents a physical quantity and its original values are stored in a netCDF file.
- There are 15000 times t on which f(x,y,t) is available in the file that can be used for modeling and training.
- The goal is to derive accurate interpolated values for the function f in time.
Key Requirements:
- Implementing LSTM, CNN and other suitable deep learning methods.
- Extensive experience in time series analysis and interpolation.
- Knowledge of higher mathematics is a plus.
- Proven ability to deliver high-quality, accurate results on a tight timeline.
Your task would be to develop a model that can provide as accurate as possible interpolated values for the function f(x,y,t). The results should be significantly more precise than a linear interpolation.
The project is urgent, so prompt delivery is essential. If you have the right skills and experience for this task, I'd be glad to discuss further details.
Key Project Details:
- The function f(x,y,t) represents a physical quantity and its original values are stored in a netCDF file.
- There are 15000 times t on which f(x,y,t) is available in the file that can be used for modeling and training.
- The goal is to derive accurate interpolated values for the function f in time.
Key Requirements:
- Implementing LSTM, CNN and other suitable deep learning methods.
- Extensive experience in time series analysis and interpolation.
- Knowledge of higher mathematics is a plus.
- Proven ability to deliver high-quality, accurate results on a tight timeline.
Your task would be to develop a model that can provide as accurate as possible interpolated values for the function f(x,y,t). The results should be significantly more precise than a linear interpolation.
The project is urgent, so prompt delivery is essential. If you have the right skills and experience for this task, I'd be glad to discuss further details.