Artificial intelligence (AI) – Page 3
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Opinion
Shape is not enough to distinguish life from abiotic systems
No morphological differences between living and non-living systems are yet known
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Opinion
Navigating the literature torrent
It’s humanly impossible to filter and read everything worthwhile – let’s embrace assistance
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Research
AI can suggest Covid-19 antivirals from protein sequence alone
IBM model can also find molecules that bind at different sites on target proteins
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Careers
Working at the forefront of AI
Petrina Kamya’s curiosity has led her across sectors to become a leader in drug discovery
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Article
A three step strategy to make your research more sustainable
How chemistry data can make your reactions greener
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Research
New neural networks calculate catalysts’ adsorption energy ‘with lightning-fast speed’
AI has been used to overcome the problems of modelling massive molecules on metal surfaces, which could accelerate the design of efficient catalysts
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Opinion
Organic chemists should place their trust in machine learning’s black box
Submitting to the higher power of abstraction can strengthen our insights
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Opinion
Scientific authorship in the time of ChatGPT
With AI-generated texts here to stay, we need to recognise that intellectual work is much more than just writing
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Opinion
Interpreting the impact of AI large language models on chemistry
LLMs may outperform Alphafold, but currently struggle to identify simple chemical structures
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Research
Machine learning ecosystem evolves MOF design
Mofdscribe handles all stages from collecting data to evaluating performance
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Research
AI identifies molecules from their featureless visible spectrum
Forget about trying to interpret peaks and let machine learning identify organic compounds from their entirely smooth visible spectrum
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Research
Dataset with millions of entries set to help AI find new drugs
Neural networks perform better when trained on larger datasets
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Feature
Changing the game in protein structure prediction
Have AlphaFold and other machine learning techniques essentially solved the formerly fiendish problem, or is there still more to be done? Clare Sansom reports
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Opinion
Turning negative results into positives
Publishing unsuccessful experiments is more important than ever as we try to train machines in chemistry
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Opinion
From the St Valentine’s Day Massacre to modern ballistics analysis
Computational methods are making firearm evidence more statistically sound
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Research
AlphaFold works with other AI tools to go from target to hit molecule in 30 days
End-to-end AI drug discovery process predicts potential inhibitors for a protein implicated in liver cancer
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Business
Encoding creativity in drug discovery
Machine learning can complement and reinforce human intuition and experience
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Feature
What does AI mean for chemistry?
Phil Ball looks at whether letting machines do our thinking for us will change our understanding of chemistry itself
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Opinion
The psychology of our future with AI
It’s time to accept that digitalisation is changing laboratory work, and embrace the opportunity
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Article
SmartChemistry brings the power of AI and machine learning into your lab
Digital chemistry technologies provide the tools to accelerate your research