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General-purpose LLMs as constrained crystal composition generators
18+ hour, 32+ min ago (1390+ words) Here, we systematically investigate the factors that influence performance and find that general-purpose LLMs are comparable, if not superior, to previously reported task-specific generative models. Our analysis reveals that this is largely driven by the feedback loop and not solely…...
Passing the tape test doesn’t mean your coating is reliable
5+ hour, 27+ min ago (542+ words) This microscopic image shows PTFE coating delamination on a guidewire sample. [Image courtesy of Aalap Patel] Every engineering team eventually encounters a qualification result that makes no sense. Months later, field failures begin to emerge. Investigation teams review manufacturing records,…...
Scripps Research associate professor Keren Lasker receives DARPA Young Faculty Award to develop “toxin traps”
2+ hour, 55+ min ago (359+ words) In the next Front Row lecture, Christian Diercks explains how chemists accelerate evolution in the lab to engineer potential new medicines. The therapeutic enzymes they create can break down or modify disease-related molecules, leading to more precise, effective medical care....
Ingenious ‘molecular movie’ finally reveals how penicillin is made
3+ hour, 54+ min ago (545+ words) Essential cookies are enabled by default to give you the best possible site experience. For details on the other cookies we use click on settings, or accept them all. Search the University of Oxford website or search for undergraduate courses…...
Real time molecular movie unlocks secrets of penicillin biosynthesis
3+ hour, 55+ min ago (636+ words) Researchers from the University of Oxford and international collaborators have revealed previously unseen rapid chemical stages in the formation of β-lactam antibiotics like penicillin, offering insights that can support future antibiotic development. The findings have been published today (9 Oct) in…...
X-ray Lasers Catch Penicillin-Making Enzyme in the Act, Revealing Surprise Intermediates
5+ hour, 41+ min ago (749+ words) Bioengineer.org...
How modern synthetic tools are transforming chemistry and drug discovery
7+ hour, 41+ min ago (526+ words) Chemistry is undergoing a profound transformation. While many of the fundamental reactions used in laboratories today have existed for decades, the tools available to researchers are changing rapidly. Electrochemistry is one of the oldest branches of chemistry, dating back to…...
Molecular Movie Reveals How Penicillin Is Made
13+ hour, 24+ min ago (592+ words) Researchers from the University of Oxford and international collaborators have revealed previously unseen rapid chemical stages in the formation of β-lactam antibiotics like penicillin, offering insights that can support future antibiotic development. The findings have been published today (9 Oct) in…...
The Fermi Paradox Reversed: What If the Universe Is Full of Life? | by Harri Jalovaara | Oct, 2026
15+ hour, 9+ min ago (1523+ words) Images created with AI. Credits to the author. The Fermi paradox is built around a deceptively simple question: If the universe is so vast and there are so many potentially habitable worlds, where is everybody? The universe contains hundreds of…...
Neural Networks Crack a Stubborn Problem in Ocean Carbon Modelling
13+ hour, 8+ min ago (672+ words) Bioengineer.org...