All deep learning articles
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PodcastAlphaGenome & the RNA world hypothesis
In this episode, we discuss Google DeepMind’s latest deep learning model AlphaGenome, dissect the origins of life from chemicals to complex lifeforms, and hear the latest headlines.
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NewsExplainer: Why have protein design and structure prediction won the 2024 Nobel prize in chemistry?
Research that has taken us from sequence to structure and back again
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ResearchAI tool outperforms existing x-ray structure methods
Deep learning approach determines phase of diffracted beams with lower-quality data
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ResearchNanopore proteins designed from scratch and turned into biosensors
Artificial ion channels used to detect disease indicators and pharmaceuticals
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ResearchAlgorithm designs proteins from scratch that can bind drugs and small molecules
Strategy could stop an overdose or produce an antidote to a poison
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ResearchDeep learning algorithm predicts structures of biomolecular assemblies
RoseTTAFold extended to predict structures of proteins bound to small molecules
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ResearchAlgorithm produces one of the best solutions to molecules’ Schrödinger equations yet
But aggressive ‘pre-training’ actually damages its predictive powers
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NewsAI-generated images could make it almost impossible to detect fake papers
Some researchers worry that deepfake technology could be a new threat to scientific integrity, but others think traditional image manipulation is here to stay
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WebinarFind robust operating points using JMP’s Simulation Experiment tool
Learn how simulations can be used to minimise defect rate and improve crucial targets
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WebinarThe era of data analytics: What it takes to succeed beyond the hype
Find out how to make better decisions about your data using analytics and subject matter knowledge
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WebinarThe age of digital chemistry
Join us to learn how data can solve existing bottlenecks in synthetic chemistry and why data analysis demands a multidisciplinary approach
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WebinarA recipe for success in exploiting machine learning and data science
Join us to discover how data science and big data are revolutionising decision making – and why claims that experts are no longer needed are misleading
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WebinarStatistics versus machine learning: should we all learn artificial intelligence?
Join us to understand the limitations of deep learning & why advanced statistical modelling is still needed – both in academic curricula and in the toolbox of any scientist or engineer
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WebinarAI and deep learning for chemistry with Pipeline Pilot
Learn how teams can effectively collaborate, manage and implement machine learning using Pipeline Pilot from Dassault Systèmes