Science, Space and Technology News 2024
University of Illinois researchers have developed a faster, more insightful method to model diffusion in alloys using “kinosons” and machine learning, potentially revolutionizing how this critical process is understood and studied. Credit: SciTechDaily.comand determine its diffusivity much more efficiently than by calculating entire trajectories.
A series of “states” connected with “transitions” in a complex system. Bigger dots correspond to states where more time is spent during simulation, thicker lines for faster transitions. To look at long trajectories with many jumps takes a lot of computational effort; the machine learning model converts this system to an equivalent one that has the same diffusivity behavior, but where calculation of diffusion is much simpler .
Another advantage of modeling diffusion using kinosons and machine learning is that it is significantly faster than calculating long-timescale, whole trajectories. Trinkle says that with this method, simulations can be done 100 times faster than it would take with the normal methods.
United States Latest News, United States Headlines
Similar News:You can also read news stories similar to this one that we have collected from other news sources.
The end of the quantum tunnel: Exact instanton transseries for quantum mechanicsIn the quantum world, processes can be separated into two distinct classes. One class, that of the so-called 'perturbative' phenomena, is relatively easy to detect, both in an experiment and in a mathematical computation.
Read more »
Quantum Leap Into the Frequency Domain Unlocks New PossibilitiesScience, Space and Technology News 2024
Read more »
Quantum Leap: How a New Experiment Could Solve Gravity’s Biggest MysteryScience, Space and Technology News 2024
Read more »
Future Proof Encryption: Embracing Post-Quantum Cryptography For Quantum-Resilient SolutionsTushar Vartak - Over two decades managing cybersecurity for global banks. Passionate about AI, ML, blockchain, and quantum computing. Read Tushar Vartak's full executive profile here.
Read more »
Manganese sprinkled with iridium: a quantum leap in green hydrogen productionResearchers report a new method that reduces the amount of iridium needed to produce hydrogen from water by 95%, without altering the rate of hydrogen production. This breakthrough could revolutionize our ability to produce ecologically friendly hydrogen and help usher in a carbon-neutral hydrogen economy.
Read more »
Ghostbusters: Frozen Empire’s Ernie Hudson On Winston’s Bigger Role, Quantum Leap, And Rick MoranisGhostbusters Frozen Empire’s Ernie Hudson On Winston’s Bigger Role, Quantum Leap, And Rick Moranis
Read more »