Therapeutic antibodies are manufactured, stored and administered in the free state; this
makes understanding the unbound form key to designing and improving development …

Following the sequence and structure revolutions, predicting the dynamical mechanisms of
proteins that implement biological function remains an outstanding scientific challenge …

Any well-behaved generative model over a variable $\mathbf {x} $ can be expressed as a
deterministic transformation of an exogenous ('outsourced') Gaussian noise variable …

Protein sequence design, determined by amino acid sequences, are essential to protein
engineering problems in drug discovery. Prior approaches have resorted to evolutionary …

Without any assumptions about data generation, multiple causal models may explain our
observations equally well. To avoid selecting a single arbitrary model that could result in …