Malyshev, Aleksei

1. Autoregressive neural-network wavefunctions for ab initio quantum chemistry
   2021/09/26 by Thomas D. Barrett, Aleksei Malyshev, Barrett, Thomas D. +3 · 12 citations
   Materials Science · Physics and Astronomy · #Advanced Chemical Physics Studies #Chemical Physics (physics.chem-ph) #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Quantum Physics (quant-ph) #Quantum many-body systems
2. Autoregressive Neural Quantum States with Quantum Number Symmetries
   2023/10/06 by Aleksei Malyshev, Juan Miguel Arrazola, Malyshev, Aleksei +3 · 3 citations
   Materials Science · Physics and Astronomy · #Chemical Physics (physics.chem-ph) #Computational Physics (physics.comp-ph) #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Machine Learning in Materials Science #Quantum Physics (quant-ph) #Quantum many-body systems #Quantum, superfluid, helium dynamics
3. Neural Quantum States and Peaked Molecular Wave Functions: Curse or Blessing?
   2024/08/14 by Aleksei Malyshev, Malyshev, Aleksei, Markus Schmitt +3 · 2 citations
   Chemistry · Neuroscience · Physics and Astronomy · #Chemical Physics (physics.chem-ph) #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Molecular spectroscopy and chirality #Photoreceptor and optogenetics research #Quantum Mechanics and Applications #Quantum Physics (quant-ph)