AlphaFold2
PulseAugur coverage of AlphaFold2 — every cluster mentioning AlphaFold2 across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
-
JAXBench launches to optimize AI kernels on Google TPUs
A new benchmark suite called JAXBench has been developed to specifically address the optimization of AI kernel performance on Google Cloud TPUs. This suite includes 50 JAX workloads derived from prominent AI models like…
-
AlphaFold2 weights reveal hidden protein folding landscapes, study finds
A new study proposes that the parameters within AlphaFold2, a protein structure prediction model, not only convert sequence to structure but also encode complex protein conformational landscapes. Researchers found that …
-
New training-free method generates novel protein sequences from small alignments
Researchers have developed a novel training-free method called stochastic attention (SA) for generating protein sequences from small alignment families. Unlike traditional deep learning models that require extensive dat…
-
BioHub releases ESMFold 2, challenging AlphaFold with scaled transformer models
BioHub has released ESMFold 2, an open scientific engine for protein biology, leveraging transformer models trained on vast protein sequence data. This new model demonstrates state-of-the-art performance in predicting p…
-
AI helps scientists engineer bacteria to survive on 19 amino acids
Researchers have utilized AI to investigate the fundamental building blocks of life, specifically proteins. By employing AI-guided protein design, scientists engineered a strain of E. coli that can survive with a reduce…
-
AlphaFold's probabilistic roots in probability kinematics revealed
A new paper reinterprets the success of AlphaFold, a groundbreaking protein structure prediction model, by connecting its underlying mechanisms to probability kinematics (PK). The authors demonstrate that AlphaFold's le…
-
Google DeepMind scientists win Nobel Prize for AI-driven protein discovery
Demis Hassabis and John Jumper of Google DeepMind, along with David Baker from the University of Washington, have been awarded the Nobel Prize in Chemistry for their work on predicting and designing novel proteins. Thei…