Devdiscourse

How AI transforms solar energy management and storage

According to the analysis, deep learning architectures such as Long Short-Term Memory (LSTM) networks and hybrid CNN-LSTM ...
IEEE

BiAtt-GVAE: Molecular Design for Specific Target via Graph Variational Autoencoder Based on Bi-Channel Interactive Attention Network

Abstract: Designing bioactive molecules with desired properties for specific targets is a longstanding challenge in drug design. We introduce a model called BiAtt-GVAE, which incorporates a ...
PNAS

Freezing enhances CO2 mineralization in Ca2+-containing solutions

Contributed by Joseph S. Francisco; received June 26, 2025; accepted September 12, 2025; reviewed by Jeffrey E. Dick and Shutao Wang ...
GitHub

PeriodicWave: Neural Network Variational Monte Carlo for Solids

This repository contains a Monte-Carlo solver to train neural-network variational wavefunction to solve continuous-space Fermi systems [M Geier, K Nazaryan, T Zaklama, L Fu, Phys. Rev. B 112, 045119 ...
PNAS

Functional genetic elements of a butterfly mimicry supergene

Edited by Gene Robinson, University of Illinois at Urbana-Champaign Institute for Genomic Biology, Urbana, IL; received April 23, 2025; accepted September 9, 2025 ...
IEEE

Application of variational autoencoder network to real-time prediction of steel crown in the hot strip rolling mill process

Abstract: In the hot strip rolling mill (HSRM) process, accurate prediction and control of the strip crown are critical for quality assurance. In order to cope with this challenge, this study designed ...