Estimating the Digits of Irrational Numbers
The topic is available also in Hungarian.
Computing the digits of irrational numbers (e.g., Pi, e, golden ratio, square root of 2) involves dedicated algorithms defined by mathematicians. The goal of this project is to analyse the prediction capability of recurrent neural networks, e.g., transformer techniques with regard to predicting the digits of such numbers. The student will work on the elaboration and evaluation of various prediction techniques. For more info, see: https://www.quora.com/Can-deep-learning-predict-the-digits-of-Pi.