Can deep learning techniques predict sudden state transitions in nonlinear dynamical systems?
Nonlinear dynamical systems are systems that can undergo sudden shifts not due to changes in their state or stability, but in response to the rate at which external conditions or parameters change. These sudden shifts, known as noise-induced and rate.....»»
The first search for soft unclustered energy patterns in proton–proton collisions at 13TeV
A key objective of many physics studies is to experimentally observe exotic phenomena beyond the Standard Model (SM) that are predicted by theoretical models. These include hidden valley models, which predict the existence of a dark sector in which p.....»»
How African countries can build systems to share climate information at the local level
African countries collectively have emitted very little of the greenhouse gases that have caused climate change, but are badly affected by climate-induced floods, droughts and heat waves. To withstand some of the most devastating extreme weather even.....»»
Scientists collect "microbial fingerprints" found in household plumbing
The plumbing systems in households can teem with generally harmless microbial life, but scientists have not had an opportunity to fully document the bacterial communities within people's homes......»»
Predicting atomic structures proves useful in energy and sustainability
Researchers at Lawrence Livermore National Laboratory (LLNL) have developed a new approach that combines generative artificial intelligence (AI) and first-principles simulations to predict three-dimensional atomic structures of highly complex materia.....»»
Once-endangered Kirtland"s warblers show extensive signs of inbreeding in genome
The genome of a once-endangered songbird shows extensive signs of inbreeding, according to a new study by Penn State researchers. Because inbreeding can negatively impact survival and reproduction, the results could guide continuing conservation effo.....»»
How to increase Spirit in Path of Exile 2
One of the most important character stats in Path of Exile 2 is Spirit, but learning how to increase and improve it isn't so easy when you start off with zero......»»
Windows 11 can now run on unsupported systems, but there’s a catch
Microsoft is now allowing PC users to install Windows 11 on unsupported systems, though updates will have to be done manually......»»
Security Bite: Jamf uncovers TCC bypass vulnerability allowing stealthy access to iCloud data
9to5Mac Security Bite is exclusively brought to you by Mosyle, the only Apple Unified Platform. Making Apple devices work-ready and enterprise-safe is all we do. Our unique integrated approach to management and security combines state-of-the-art App.....»»
Attackers actively exploiting flaw(s) in Cleo file transfer software (CVE-2024-50623)
Attackers are exploiting a vulnerability (CVE-2024-50623) in file transfer software by Cleo – LexiCo, VLTransfer, and Harmony – to gain access to organizations’ systems, Huntress researchers warned on Monday. “We’ve discover.....»»
Feast your eyes on 10 years of Hubble images of Jupiter, Saturn, Uranus, Neptune
The Hubble Space Telescope has been imaging the outer planets of our solar system for a decade, learning about their strange weather conditions......»»
Meet Hyperlight, Ars Technica’s new, even brighter “Light” mode
You asked, so we built it! Like many sites, apps, and operating systems, Ars Technica has both "Light" and "Dark" visual styles. They look great! But even the "Light" mode has dar.....»»
Paleolithic deep-cave compound likely used for rituals
A boulder engraved with a turtle, good acoustics, and torch lighting—what more do you need for a good time? Archaeologists excavating a paleolithic cave site in Galilee, Israel,.....»»
Apple Stores coming to Saudi Arabia for the first time
Apple has announced a massive retail expansion in the Kingdom of Saudi Arabia, including flagship stores, as well as an Apple Developer Academy.Saudi Arabia — image credit: US Department of State"We're excited to be expanding here in Saudi Arabia w.....»»
Not so simple machines: Cracking the code for materials that can learn
It's easy to think that machine learning is a completely digital phenomenon, made possible by computers and algorithms that can mimic brain-like behaviors. But the first machines were analog and now, a small but growing body of research is showing th.....»»
Climate patterns from cave mineral deposits linked to Chinese dynasty collapses
China's dynastic history spans 13 periods of rule from 2070 BC until the last emperor abdicated in 1912. While factors leading to the transitions between dynasties are a complex mixture of environmental, social and economic issues, the role of climat.....»»
Observing gain-induced group delay between multiphoton pulses generated in a spontaneous down-conversion source
Spontaneous parametric down-conversion (SPDC) and spontaneous four-wave mixing are powerful nonlinear optical processes that can produce multi-photon beams of light with unique quantum properties. These processes could be leveraged to create various.....»»
Hybrid model links micro and macro scales in complex systems
In fields ranging from immunology and ecology to economics and thermodynamics, multi-scale complex systems are ubiquitous. They are also notoriously difficult to model. Conventional approaches take either a bottom-up or top-down approach. But in dist.....»»
Digital twin model enables precise simulation of forest landscapes, depicting a forest in 100 years
Forest ecosystems of the future will have to cope with very different conditions to those of today. For this reason, researchers at the Technical University of Munich (TUM) state that a strategic approach to forest management is crucial. To this end,.....»»
Computer modeling shows close encounters between distant DNA regions cause bursts of gene activity
Researchers at Kyushu University have revealed how spatial distance between specific regions of DNA is linked to bursts of gene activity. Using advanced cell imaging techniques and computer modeling, the researchers showed that the folding and moveme.....»»
Speaking crystal: AI learns language of atom arrangements in solids
A new artificial intelligence model that can predict how atoms arrange themselves in crystal structures could lead to faster discovery of new materials for everything from solar panels to computer chips......»»