Refreshments Room: 26-414 (Kolker room)

SubMIT Overview & News

• David Walter (Massachusetts Institute of Technology)

Room: 26-414 (Kolker room)

User Group Representatives Roundtable & Open Discussion

• Luke Kim (student@mit.edu)
• Josu Aurrekoetxea (Massachusetts Institute of Technology)
• Jose Miguel Munoz Arias (Massachusetts Institute of Technology)
• Jordan Lang (Massachusetts Institute of Technology)
• Amer Al-Hiyasat (MIT)
• Hans Moritz Guenther (Massachusetts Institute of Technology)

Room: 26-414 (Kolker room)

An integrated neural wavefunction solver for spinful Fermi systems

• Alexander Avdoshkin (MIT)

Room: 26-414 (Kolker room) Alexander Avdoshkin is a member of the SubMIT project team and a theoretical physicist working on quantum many-body systems, condensed matter, and machine learning methods for physics. He focuses on computational approaches to strongly correlated quantum systems and neural-network-based wavefunctions. He will present recent work done using SubMIT, introducing a machine-learning-based framework to study interacting fermionic systems with spin. The method combines variational Monte Carlo with transformer-based neural networks to efficiently model complex quantum states with both spatial and spin degrees of freedom, enabling applications to systems such as electron gases and quantum magnets.

Followup Discussion Room: 26-414 (Kolker room)