Gian Marco Visani

According to our database, Gian Marco Visani authored at least 6 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Loop-Diffusion: an equivariant diffusion model for designing and scoring protein loops.

Kevin Borisiak, Gian Marco Visani, Armita Nourmohammad

CoRR, 2024

HERMES: Holographic Equivariant neuRal network model for Mutational Effect and Stability prediction.

Gian Marco Visani, Michael N. Pun, William Galvin, Eric Daniel, Kevin Borisiak, Utheri Wagura, Armita Nourmohammad

CoRR, 2024

2023

H-Packer: Holographic Rotationally Equivariant Convolutional Neural Network for Protein Side-Chain Packing.

Gian Marco Visani, William Galvin, Michael N. Pun, Armita Nourmohammad

Proceedings of the Machine Learning in Computational Biology, November 30, 2023

2022

Holographic-(V)AE: an end-to-end SO(3)-Equivariant (Variational) Autoencoder in Fourier Space.

Gian Marco Visani, Michael N. Pun, Armita Nourmohammad

CoRR, 2022

2021

Approximate Bayesian Computation for an Explicit-Duration Hidden Markov Model of COVID-19 Hospital Trajectories.

Gian Marco Visani, Alexandra Hope Lee, Cuong Nguyen, David M. Kent, John B. Wong, Joshua T. Cohen, Michael C. Hughes

Proceedings of the Machine Learning for Healthcare Conference, 2021

2020

Hierarchical Classification of Enzyme Promiscuity Using Positive, Unlabeled, and Hard Negative Examples.

Gian Marco Visani, Michael C. Hughes, Soha Hassoun

CoRR, 2020