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Data‐Driven Discovery of Quaternary Ammonium Interlayers for Efficient and Thermally Stable Perovskite Solar Cells

Advanced Materials, EarlyView.
An active learning framework, grounded in independently generated in‐house experimental data, enables reliable discovery of high‐performance interfacial materials for perovskite solar cells. Iterative model refinement autonomously converges toward structurally robust quaternary ammonium architectures, establishing a new design principle for interfacial
Jongbeom Kim, Yang Jeong Park, Chaehoon Jeon, Nahye Shin, Jaewang Park, Seungun Lee, Jino Im, Sungroh Yoon, Sang Il Seok   +8 more
wiley   +1 more source

Modified Vlasov modeling of a circular raft on elastic foundations using higher-order finite element. [PDF]

Sci Rep
Dutta AK, Bandyopadhyay D, Mandal JJ.
europepmc   +1 more source

Scaling the RNA Summit: Reflections on the 2026 OPT congress. [PDF]

Mol Ther Nucleic Acids
Giangrande PH.
europepmc   +1 more source

Structural resilience of skylights with perforated panels in healthcare facilities: a case study. [PDF]

Sci Rep
Naqash MT, Ali M, Asteris PG, Formisano A.   +3 more
europepmc   +1 more source

Elucidation of the Ro-Vibrational Band Structures in the Silicon Tetrafluoride Spectra from Accurate Ab Initio Calculations. [PDF]

Molecules
Egorov O, Rey M.
europepmc   +1 more source

Motion planning of cleaning robot based on 3D vision. [PDF]

Sci Prog
Wang L, Cheng W, Wang C, Jin Z, Peng G, Xiong X.   +5 more
europepmc   +1 more source

qsGW quasiparticle and GW-BSE excitation energies of 133,885 molecules. [PDF]

Sci Data
Baum D, Förster A, Visscher L.
europepmc   +1 more source

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Complete convergence and complete moment convergence for martingale difference sequence

Acta Mathematica Sinica, English Series, 2013
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Wang, Xue Jun, Hu, Shu He
openaire   +4 more sources

Complete f-moment convergence for extended negatively dependent random variables

Revista de la Real Academia de Ciencias Exactas, Físicas y Naturales. Serie A. Matemáticas, 2017
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Wu, Yi, Wang, Xuejun, Hu, Tien-Chung, Volodin, Andrei   +3 more
openaire   +4 more sources