Questions tagged [drug-design]

For questions related to drug design using or that involve artificial intelligence techniques.

4 questions
8
votes
3 answers

Is there any research on the application of AI for drug design?

Is there any research on the application of AI for drug design? For example, you could train a deep learning model about current compounds, substances, structures, and their products and chemical reactions from the existing dataset (basically what…
kenorb
  • 10,423
  • 3
  • 43
  • 91
6
votes
0 answers

Are generative models actually used in practice for industrial drug design?

I just finished reading this paper MoFlow: An Invertible Flow Model for Generating Molecular Graphs. The paper, which is about generating molecular graphs with certain chemical properties improved the SOTA at the time of writing by a bit and used a…
0
votes
1 answer

Causal Inference: Understanding the impact of an intervention

I'm trying to create a pipeline for a very common business scenerio. I want to see whats the impact of an intervention on an outcome. For example I want to know if I send a marketing email (intervention) to users, how would it impact their…
0
votes
0 answers

Why GANs trained on QM9 dataset produces drug-like molecules?

Why the GANs (Generative adversarial Network) trained on QM9 dataset (contains 134K molecules but none of them is complete to be eligible for drug-like molecule) produces drug-like molecules. sine GANs trained on cats images will generate fake…