News
Machine learning maps the atomic complexity inside batteries
14+ hour, 53+ min ago (37+ words) Nanowerk Machine learning maps the atomic complexity inside batteries Physics-informed machine learning connects atomic structure with ion transport and electrolyte stability, accelerating better sodium- and lithium-ion batteries....
Machine learning points scientists to new superconductors- and possibly thousands more
3+ week, 14+ hour ago (43+ words) Nanowerk Machine learning points scientists to new superconductors- and possibly thousands more Machine learning helped identify new superconductors and a process that could speed the discovery of thousands more energy-saving materials....
Teaching AI to design optical surfaces using real-world imperfections
1+ mon, 2+ week ago (46+ words) Nanowerk Teaching AI to design optical surfaces using real-world imperfections Researchers developed an AI-powered deep-learning framework trained on experimental data rather than simulations, enabling faster and more accurate design of light-controlling nanostructures....
AI-designed synthetic plant DNA passes its first cellular test
1+ mon, 3+ week ago (104+ words) Nanowerk AI-designed synthetic plant DNA passes its first cellular test PlantGFM created synthetic plant DNA that tobacco cells copied into RNA, with some sequences producing detectable proteins in early validation tests. - Jianbing Yan (Huazhong Agricultural University), 0000-0001-8650-7811 corresponding author - Xuehai Hu…...
Machine learning proves that graphene is hydrophobic
2+ mon, 1+ week ago (85+ words) Nanowerk Machine learning proves that graphene is hydrophobic Machine-learning molecular simulations show pristine graphene is intrinsically hydrophobic and that water trapped beneath the sheet caused earlier conflicting results. - Pristine graphene is intrinsically hydrophobic and does not act as a transparent…...
AI decodes the rules behind self-assembling protein nanoribbons
4+ mon, 4+ day ago (51+ words) Nanowerk AI decodes the rules behind self-assembling protein nanoribbons AI analysis of microscopy images reveals that a thin water layer on mineral surfaces guides the self-assembly of protein nanoribbons. AtomAI proves to be a game changer It’s in the water...
AI toolkit turns microscopy images into quantitative microstructure data
4+ mon, 2+ week ago (38+ words) Nanowerk AI toolkit turns microscopy images into quantitative microstructure data An AI-powered toolkit automatically extracts and quantifies microstructural features from microscopy images, accelerating data-driven materials discovery and optimization....
Nanophotonic color router solves smartphone camera angle problem
4+ mon, 3+ week ago (8+ words) Nanowerk...
Atomistic simulation software CP2K enables AI models
6+ mon, 1+ day ago (71+ words) CP2K is a widely used open-source package for atomic and molecular simulations, including AI training data. A new overview outlines its methods and scope. The CP2K package contains apps and algorithms... Atomistic simulation software CP2K enables AI models CP2K is a widely used open-source…...
AI reads heat: turning infrared images into instant thermal conductivity measurements
5+ mon, 3+ day ago (46+ words) Nanowerk AI reads heat: turning infrared images into instant thermal conductivity measurements A physics informed machine learning model predicts thermal conductivity from infrared images in milliseconds, enabling fast, non contact screening for electronics and energy systems....