Smart Exploration of Perovskite Photovoltaics: From AI Driven Discovery to Autonomous Laboratories
In this review, we summarize the fundamentals of AI in automated materials science, and review AI applications in perovskite solar cells. Then, we sum up recent progress in AI‐guided manufacturing optimization, and highlight AI‐driven high‐throughput and autonomous laboratories.
Wenning Chen +4 more
wiley +1 more source
PET MPI With F-18 FlurpiridazVersus Rb-82: Insights Into Blood Flow and Splenic Switch-Off. [PDF]
Alwan M +3 more
europepmc +1 more source
Multiscale perspectives on how excess charges in soft lead halide perovskites induce operational instability in photovoltaic devices are presented. Localized carriers formed under thermodynamic non‐equilibrium states modify atomistic interactions and drive lattice distortions, accelerating device degradation.
Joo‐Hong Lee +6 more
wiley +1 more source
Association between multiple urinary metals and visceral obesity: a large cross-sectional study in South China. [PDF]
Yao M +7 more
europepmc +1 more source
The work examines the electrochemical and interfacial behaviors of crystalline NaAlCl4 and amorphous Na–Al–oxychloride solid electrolytes with NaNi0.5Mn0.5O2 cathodes. Operando gas evolution and ToF‐SIMS analyses highlight that pure chloride solid electrolytes offer greater interfacial stability and safety compared to the oxychloride solid electrolytes
Erick Ruoff +2 more
wiley +1 more source
Case Report: PET-CT ischemia and viability maps guiding an emergency revascularization. [PDF]
Adamopoulos D +4 more
europepmc +1 more source
In Situ Evolution of Artificial Interphase Enabling Stable, High‐Performance Lithium Metal Batteries
An evolutionary artificial interphase is presented for stable lithium metal batteries. A Mg3N2‐based layer spontaneously evolves into a hybrid interphase enriched with superionic Li3N and lithiophilic Mg‐Li alloy during cycling. This dynamic, self‐reinforcing mechanism effectively suppresses dendrite growth and enables exceptional long‐term cycling ...
Sangcheol Lee +4 more
wiley +1 more source
Dual-frequency modulation in microwave-optical double resonance for manipulation of atomic populations. [PDF]
Salmanpour MA, Mosleh M, Hamidi SM.
europepmc +1 more source
Topological Properties of International Commodity Market: How Uncertainty Affects the Linkages?
ABSTRACT The study aims to explore the network topology of the international commodity market by examining the interconnections among 21 commodity futures across various categories, including energy, precious and industrial metals, and agriculture. We analyze the market structure of these commodity futures under both low and high uncertainty conditions
Ibrahim Yagli, Bayram Deviren
wiley +1 more source
Geochemical fingerprinting and machine learning for authenticating sparkling wine origins. [PDF]
Lu Y, Doerr C, Sebilo M.
europepmc +1 more source

