126 citations · 176 across the 4 of their papers we have counts for
4 papers
Accurate structural modeling of chemically diverse molecular interfaces with Vilya-2
Vilya Research, :, Pascal Sturmfels +10
Structure-prediction networks built on co-evolutionary statistics have transformed protein-based drug discovery, yet their accuracy does not extend to peptide therapeutics--an incr…
Vilya-1: An all-atom foundation model for macrocycle structure prediction and design
Vilya Research, :, Pascal Sturmfels +8
Macrocyclic peptides are an increasingly important therapeutic modality, but existing computational methods for modeling their structures and properties are limited in scope and do…
Anomaly Generation using Generative Adversarial Networks in Host Based Intrusion Detection
Milad Salem, Shayan Taheri, Jiann Shiun Yuan
Generative adversarial networks have been able to generate striking results in various domains. This generation capability can be general while the networks gain deep understanding…
ECG Arrhythmia Classification Using Transfer Learning from 2-Dimensional Deep CNN Features
Milad Salem, Shayan Taheri, Jiann Shiun-Yuan
Due to the recent advances in the area of deep learning, it has been demonstrated that a deep neural network, trained on a huge amount of data, can recognize cardiac arrhythmias be…