The law of AI knowledge distillation
Abstract Knowledge distillation—the practice of training a compact student model on the outputs of a larger teacher model—has emerged as the fastest‐growing technique for replicating and disseminating frontier artificial intelligence (AI) capabilities.
Taorui Guan
wiley +1 more source
Three new species of <i>Cudonia (Rhytismatales)</i> from the Qinghai-Xizang Plateau, China. [PDF]
Lu JR +5 more
europepmc +1 more source
Carbon-Stimulated Bioaugmentation Enhances Thermogenesis, Lignocellulose Degradation, and Humification in Low-Temperature Cattle Manure Composting. [PDF]
He M +8 more
europepmc +1 more source
Which trace elements are accumulated in fronds of the Athyrium filix-femina fern? a study from the Czech Republic. [PDF]
Suchara I +3 more
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<i>Coprinopsis cinerea</i> Enhances Corn Straw Degradation Efficiency in Association with Remodeled Bacterial Communities and Metabolic Pathways. [PDF]
Zhang F +5 more
europepmc +1 more source
The role of Bacillus megaterium PEF-1 in stimulating the growth of organic cotton under environmental stress conditions. [PDF]
Ultanbekova G +9 more
europepmc +1 more source
Ecological Roles of Biodegradable Mulch Film on Soil Nutrients and Microbes. [PDF]
Wang J +7 more
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Studies on decomposition of humus in clay-humus complexes
Plant and Soil, 1984Decomposition studies with humic acids (HAs) present in HA-clay complexes revealed that such decomposition decreases at higher clay concentrations. At high clay concentration, moreover, it has also been observed that smaller and more flexible humic molecules are less susceptible to the said decomposition as compared to larger and more rigid structures.
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The addition of organic manure not only maintains but even improves soil fertility and, from earliest times, humus has been recognized as one of the major natural resources for agricultural purpose. In the absence of animal dung the value of green manure was recognized by the ancient Chinese (Jiao, 1983), while the Romans systematically used animal ...
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Genesis of humus B horizons in hydromorphic humus podzols
Nature, 1983A distinctive podzol B horizon, characterized by accumulated humus, low-iron content, lateral uniformity in appearance and composition and frequently hard cementation, develops at the top of the water table in quartz sands on coastal plains in the subtropics and tropics.
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