Efficient Screening of Organic Singlet Fission Molecules Using Graph Neural Networks
A high‐throughput screening framework based on graph neural networks (GNNs) and multi‐level validation facilitates the identification of singlet fission (SF) candidates. By efficiently predicting excitation energies across 20 million molecules, and integrating TDDFT calculations, synthetic accessibility assessments, and GW+BSE calculations, this ...
Li Fu +5 more
wiley +1 more source
Techno-economic and environmental evaluations of a solar thermal-assisted chiller facility in hot desert climates. [PDF]
Kriaa K +7 more
europepmc +1 more source
Under-ice convective regimes driven by sunlight and sediment temperature control water-ice heat flux. [PDF]
Estay G, Noto D, Ulloa HN.
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Performance evaluation of an LS-2 parabolic solar collector with a combined fin absorber tube
F. Vahidinia +2 more
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Thermodynamic and exergoeconomic analysis of a solar-assisted LiBr/H₂O ejector-absorption refrigeration system with triple-layer thermal storage. [PDF]
Chammam A +8 more
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Solar Collector Index, Part 2; Vols. 7-9, 1982-1984, 48 P., 12-84.
Florida Solar Energy Center +1 more
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Modeling freshwater yield: deep learning applications in seawater greenhouses in Iran. [PDF]
Barzigar A +4 more
europepmc +1 more source
Sustainable and scalable double slope solar still: a comprehensive experimental assessment of energy, exergy, economic, environmental, sensitivity and distillate performance. [PDF]
Dhivagar R +5 more
europepmc +1 more source
Entropy generation and regression analysis of unsteady Carreau ternary hybrid nanofluid flow with electromagnetic and thermal influences. [PDF]
Sindhu T, Jagadeeshkumar K.
europepmc +1 more source

