Graph RAG is breaking new ground inscientific discovery. Picture this: researchers at a top university used it to map connections between climate change studies and renewable energy innovations. By linking disparate datasets, they uncovered overlooked synergies, accelerating breakthroughs in sustainable tech...
A 3D bar plot on a flattened surface, showing the population distribution of the United States. This graph is created by flattening a 3D surface of US Map and then plotting the city population as 3D bars on it. The surface is set transparent. Add a 5-column plot to the right as a cr...
Climographs showmonthly average temperatures and precipitation totals on a single graph. Rather than showing measured data for specific time periods—like the graphs you generated in Part A—climographs show long term averages for all 12 months of the year. Does rainfall increase with temperature?
Deep learning shows declining groundwater levels in Germany until 2100 due to climate change. Nat. Commun.13, 1221 (2022). Article ADS CAS PubMed PubMed Central Google Scholar Tao, H. et al. Groundwater level prediction using machine learning models: A comprehensive review. Neurocomputing489...
(PoLyInfo ID: P432352). Their molecular structures are shown inFigure 3A. The two candidates were chosen because their performances are predicted to be simultaneously above the upper bounds for multiple gas pairs, especially showing exceptional O2/N2selectivity. Equally importantly, they are aromatic...
Agricultural production plays a crucial role in the sustainable economic and societal growth of a country. High-quality crop yield production is essential for satisfying global food demands and better health. However, several key factors, such as environmental barriers, pollution, and climate change, ...
Using over 154 million atomistic structures for training, we illustrate the performance of our approach along with the lessons learned on two state-of-the-art US Department of Energy (US-DOE) supercomputers, namely the Perlmutter petascale system at the National Energy Research Scientific Computing ...
(AppendixS4). Most combinations among the 5 and 20% control effort levels were significantly different from each other in the Tukey HSD test; those combinations showing a statistical insignificance are generally those at the 50% effort level (AppendixS4). For example, betweenness and clusters ...
Recent researches elaborated the species composition as effect of climate change, further raising the need of effective classification system. Tra- ditional methods rely on manual classification by domain experts, while recent trends favor Artificial Intelligence (AI)-assisted approaches due to their ...
AEnrichment or depletion of the number of ATAC-seq peaks called in the different assemblies with respect to the number called in ARS-UCD1.2, showing more peaks were called using the expanded ARS-UCD1.2+ genome in all samples; andBshowing the enrichment around the TSS of both the ARS-UCD1.2...