prediction
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Environment
Q&A: How AI will become the future of hurricane flood prediction
Credit: Unsplash/CC0 Public Domain Artificial intelligence is becoming an asset in hurricane prediction. The AI-based model created by Google in 2024 correctly predicts Hurricane Beryl’s landfall in Texas, and there are top models of traditional models that are looking to land in Mexico. Two months later, another AI-based model foresaw the landing of Hurricane Francine in Louisiana days before the…
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Biology
New computational model allows more accurate prediction of antibody structure
Overview of AbMAP embedding generation and its architecture. (A) Given an input antibody sequence, the pipeline generates embeddings that can be applied to various downstream tasks such as structure/property prediction and antibody repertoire analysis. (B) The AbMAP pipeline begins with in silico mutagenesis focused on the CDRs of the input antibody sequence. These are fed into the AbMAP transformer architecture,…
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Other Sciences
Economist says election results show potential for prediction markets and blockchain
Michael Jones speaks to visitors to the Cryptoeconomics Lab at UC Digital Futures. Credit: Andrew Higley/UC Marketing + Brand Prediction markets predicted the 2024 presidential election more accurately than traditional polls or experts. Prediction markets, also known as betting markets, are where contracts conditional on the occurrence of future events are traded. The University of Cincinnati economist said the potential…
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Biology
Deep learning improves the accuracy and efficiency of protein structure prediction
Overview of traditional and modern deep learning methods for protein structure prediction. Credit: MedComm – Future of Medicine (2024). DOI: 10.1002/mef2.96 A review exploring the transformative role of deep learning techniques in revolutionizing protein structure prediction in the rapidly evolving field of computational biology. The review, published in MedComm—Future Medicine, was led by Dr. Xi Yu and Dr. Tian Zhong…
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