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TUHH Open Research Germany Overview A novel multi-agent LLM-driven approach has been introduced for generating constitutive models that describe material deformation under load. By employing a Creator agent to propose data-matched models...

BigGo Finance South Korea Overview A joint research team led by KAIST in South Korea has developed a technology to precisely control the formation location of 2D semiconductor crystals (molybdenum disulfide, MoS₂) with over 99% success r...

arXiv USA Overview A new arXiv paper details a quasiparticle quantum simulation method for multi-excitonic states within the Bethe-Salpeter equation, significantly streamlining material modeling on quantum computers. This approach reduce...

Quantinuum USA Overview Quantinuum has successfully performed the most accurate large-scale digital NMR simulation on quantum hardware to date, utilizing its System Model H2 quantum computer. This achievement accurately reproduces key sp...

npj Computational Materials / AZoM.com Japan Overview Joint research by Nippon Steel and Fujitsu Research has elucidated how trace carbon enhances crack-growth resistance in alpha-iron grain boundaries. Utilizing ML-driven atomistic simu...

Zhongguancun Academy, Zhongguancun Institute of Artificial Intelligence China Overview A Chinese research team has successfully identified the origins of errors in universal machine learning force fields (uMLFFs) when applied to multicom...

Mewburn Ellis UK Overview Google DeepMind's GNoME project is spearheading a paradigm shift to inverse design in materials informatics, using machine learning to identify millions of novel candidate crystal structures. This represents a f...

pv magazine Global Germany Overview Researchers at UNSW Sydney and Chinese manufacturer UtmoLight have set a new world record, achieving a certified stabilized power conversion efficiency of 23.5% for a 30 cm × 30 cm perovskite solar sub...

Luster Solar Solution Unknown Overview Perovskite-silicon tandem solar cells have achieved over 33% efficiency in laboratory settings and are now available as commercial rooftop panels with efficiencies exceeding 30%. This technology sig...

Physics World Unknown Overview Researchers have developed high-efficiency underwater solar cells utilizing a polymer-tuned mixed-anion lead halide perovskite, optimized for the blue-green window of deep water with a wide optical bandgap ...