'Dispersal-driven' evolution fuels diversity at the air-liquid interface

As in a batch of kombucha or a barrel of sherry, microbes can assemble into a mat-like layer at the boundary between air and ...
IEEE

SGNet: Sequence-Based Convolution and Ligand Graph Network for Protein Binding Affinity Prediction

Abstract: Protein-ligand binding can play an important role in many fields. It is of great importance to accurately predict the binding affinity between molecules by computational methods. Most ...
IEEE

CTFNet: Long-Sequence Time-Series Forecasting Based on Convolution and Time–Frequency Analysis

Abstract: Although current time-series forecasting methods have significantly improved the state-of-the-art (SOTA) results for long-sequence time-series forecasting (LSTF), they still have difficulty ...
GitHub

Nonlinear Model-Predictive Control Using Koopman Operator

This document provides a detailed explanation of the MATLAB code that demonstrates the application of the Koopman operator theory for controlling a nonlinear system using Model Predictive Control (MPC ...
GitHub

Fine-tuning sequence-to-expression models on personal genome and transcriptome data

The code base for our work on improving the performance of sequence-to-expression models for making individual-specific gene expression predictions by fine-tuning them on personal genome and ...