Narrowing the gap between machine learning scoring functions and free energy perturbation using augmented data

Narrowing the gap between machine learning scoring functions and free energy perturbation using augmented data

Data Training sets PDBbind To train and validate our baseline AEV-PLIG model, and compare it to…

Continue Reading
Machine learning models for predicting interaction affinity energy between human serum proteins and hemodialysis membrane materials

Machine learning models for predicting interaction affinity energy between human serum proteins and hemodialysis membrane materials

Baseline data assessment The foundation of this study is anchored on a rigorously curated dataset, meticulously…

Continue Reading
Machine learning-accelerated discovery of heat-resistant polysulfates for electrostatic energy storage

Machine learning-accelerated discovery of heat-resistant polysulfates for electrostatic energy storage

Meng, N. et al. Ultrahigh β-phase content poly(vinylidene fluoride) with relaxor-like ferroelectricity for high energy density…

Continue Reading
Recent Progress in Energy Harvesting Systems

Recent Progress in Energy Harvesting Systems

By Ankit SinghReviewed by Susha Cheriyedath, M.Sc.Nov 27 2024 Wearable technology has combined health monitoring, communication,…

Continue Reading
Quantum Machine Learning Could Power Search For Physics Behind Dark Energy, Dark Matter And Other Standard Model Mysteries

Quantum Machine Learning Could Power Search For Physics Behind Dark Energy, Dark Matter And Other Standard Model Mysteries

Insider Brief A recent study demonstrates how quantum machine learning (QML) can be used to detect…

Continue Reading
Computing scheme accelerates machine learning while improving energy efficiency of traditional data operations

Computing scheme accelerates machine learning while improving energy efficiency of traditional data operations

Single-IMC and dual-IMC. Credit: Device (2024). DOI: 10.1016/j.device.2024.100546 Artificial intelligence (AI) models like ChatGPT run on…

Continue Reading