42 citations · 44 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 42 cited
Generative Capacity of Probabilistic Protein Sequence Models
Francisco McGee, Quentin Novinger, Ronald M. Levy +2
Potts models and variational autoencoders (VAEs) have recently gained popularity as generative protein sequence models (GPSMs) to explore fitness landscapes and predict the effect…
cond-mat.stat-mech2020★ 2 cited
A particle-based Ising model
Quentin Novinger, Antonio Suma, Daniel Sigg +2
We characterize equilibrium properties and relaxation dynamics of a two-dimensional lattice containing, at each site, two particles connected by a double-well potential (dumbbell).…