protein structure prediction

Baidu Tech Salon

May 20, 2024 · Artificial Intelligence

HelixFold-Multimer: High‑Performance Antigen‑Antibody and Peptide‑Protein Complex Structure Prediction

HelixFold‑Multimer, a new Baidu PaddleHelix model, outperforms AlphaFold 3 on antigen‑antibody and peptide‑protein complex predictions, achieving mean DockQ scores of 0.41 and 0.38 respectively and success rates up to 77 % when epitope data are used, and is already deployed in large‑molecule drug pipelines.

Deep LearningHelixFold-Multimerantibody

0 likes · 7 min read

HelixFold-Multimer: High‑Performance Antigen‑Antibody and Peptide‑Protein Complex Structure Prediction

DataFunSummit

Nov 16, 2023 · Artificial Intelligence

Application of Language Models in Molecular Structure Prediction

This talk presents how large language models are leveraged for predicting protein, antibody, and RNA structures, covering background, model stability, generative approaches, antibody-specific models, RNA modeling, and protein‑RNA interaction prediction, along with experimental results and future research directions.

AI for biologyGenerative ModelsRNA modeling

0 likes · 17 min read

Application of Language Models in Molecular Structure Prediction

DataFunTalk

Apr 22, 2023 · Artificial Intelligence

MEGA-Protein: Full‑Process Protein Structure Prediction Tool Powered by MindSpore AI Framework

The article introduces the MEGA-Protein tool, which integrates an AI‑driven MSA engine and the MindSpore framework to overcome AlphaFold 2’s limitations and achieve high‑accuracy protein structure prediction, and also announces the MSG Enterprise Tour and Hangzhou Developer Day event on April 27.

AI MSAAlphaFoldMEGA-Protein

0 likes · 7 min read

MEGA-Protein: Full‑Process Protein Structure Prediction Tool Powered by MindSpore AI Framework