Tianxun Zhou

3 Questions 1 Answers 0 Followers

Questions related from Tianxun Zhou

For spectrophotometric absorbance, are uncertainties in value better simulated by additive or multiplicative noise?

I would like to simulate the noise or uncertainty present in spectrophotometric absorbance readings used for quantifying cell counts using cell viability assays. Which is more suitable, additive...

07 June 2022 1,176 0 View

Are ablation studies used outside machine learning research? Would it be appropriate to include in papers on mathematical optimization algorithms?

Ablation studies is quite common in machine learning literature, especially those on neural network and deep learning. When a new architecture or method is proposed, the authors often perform an...

20 October 2021 1,905 3 View

Design of experiments versus stochastic optimization, for what use cases is one preferred over the other?

I am working in a project to assist an experimental team in optimizing reaction conditions. The problem involves a large number of dimensions, i.e. 30+ reactants which we are trying out...

28 June 2021 4,760 4 View