Navigating Ternary Doping in Li‐ion Cathodes With Closed‐Loop Multi‐Objective Bayesian Optimization
The search for advanced battery materials is pushing us into highly complex composition spaces. Here, a space with about 14 million unique combinations is efficiently explored using high‐throughput experimentation guided by Bayesian optimization with a deep kernel trained on both the Materials Project database and our data.
Nooshin Zeinali Galabi +6 more
wiley +1 more source
Adaptive contextual memory network for enhanced communication and efficiency in the internet of underwater things. [PDF]
Padmavathi V, Kanimozhi R.
europepmc +1 more source
This review highlights the role of self‐assembled monolayers (SAMs) in perovskite solar cells, covering molecular engineering, multifunctional interface regulation, machine learning (ML) accelerated discovery, advanced device architectures, and pathways toward scalable fabrication and commercialization for high‐efficiency and stable single‐junction and
Asmat Ullah, Ying Luo, Stefaan De Wolf
wiley +1 more source
Domain oriented universal machine learning potential enables fast exploration of chemical space of battery electrolytes. [PDF]
Wang F, Tang YH, Ma ZB, Jin YC, Cheng J.
europepmc +1 more source
Beyond Earth: Resilience of Quasi‐2D Perovskite Solar Cells in Space
In the article (DOI: 10.1002/adma.202520433), Christoph Putz and co‐workers demonstrate rigid quasi‐2D perovskite solar cells operating in low Earth orbit, delivering stable power for more than 100 days under real‐space conditions. In‐orbit performance is correlated with extensive ground‐based thermal and proton‐irradiation studies on rigid and ...
Christoph Putz +17 more
wiley +1 more source
The AI-DRM protocol to enhance the lifetime of wireless sensor network. [PDF]
Anand S, V AN.
europepmc +1 more source
Computational Modeling of Uncertainty and Volatility Beliefs in Escape-Avoidance Learning: Comparing Individuals with and Without Suicidal Ideation. [PDF]
Blacutt M, O'Loughlin CM, Ammerman BA.
europepmc +1 more source
Adolescents' ventral striatal reward neural activity moderates the association between lifetime trauma exposure and lower depression after 6 months. [PDF]
Eckstrand KL +8 more
europepmc +1 more source
Global lifetime risk of developing myocarditis, 1990-2021: a systematic analysis from the Global Burden of Disease Study 2021. [PDF]
Ji C +10 more
europepmc +1 more source

