Guido Novati

1. Accurate proteome-wide missense variant effect prediction with AlphaMissense
   2023/09/19 by Jun Cheng, Guido Novati, Joshua Pan +13 · 75 citations
   Biochemistry, Genetics and Molecular Biology · #Genetic Associations and Epidemiology #Genomic variations and chromosomal abnormalities #Genomics and Rare Diseases
2. Efficient collective swimming by harnessing vortices through deep reinforcement learning
   2018/02/07 by Siddhartha Verma, Guido Novati, Petros Koumoutsakos · 39 citations
   Engineering · Physics and Astronomy · Computer Science · #Biomimetic flight and propulsion mechanisms #Micro and Nano Robotics #Reinforcement Learning in Robotics
3. Remember and Forget for Experience Replay
   2018/07/16 by Guido Novati, Petros Koumoutsakos, Novati, Guido +1 · 6 citations
   Computer Science · Engineering · Decision Sciences · #Reinforcement Learning in Robotics #Smart Grid Energy Management #Advanced Bandit Algorithms Research
4. Morphology-preserving Autoregressive 3D Generative Modelling of the Brain
   2022/09/07 by Petru-Daniel Tudosiu, Tudosiu, Petru-Daniel, Walter Hugo Lopez Pinaya +23 · 3 citations
   Computer Science · #68T99 (Primary) 92C55 (Secondary) #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #I.2.1 #Image and Video Processing (eess.IV) #J.3 #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #electronic engineering #information engineering
5. AlphaGenome: advancing regulatory variant effect prediction with a unified DNA sequence model
   2025/06/27 by Žiga Avsec, Natasha S. Latysheva, Jun Cheng +24 · 3 voices · 5 citations
   Biochemistry, Genetics and Molecular Biology · #Genomics and Chromatin Dynamics #Genomics and Phylogenetic Studies #RNA and protein synthesis mechanisms