Accelerating Materials Discovery: A Review of Machine Learning in X‐Ray Absorption Spectroscopy
This review systematically details how machine learning transforms X‐ray absorption spectroscopy (XAS) analysis. It covers advanced deep learning architectures for structure‐spectra mapping and inverse tasks, while discussing key challenges like the simulation‐to‐reality gap.
Melaku Lake Tegegne +5 more
wiley +1 more source
Impact of the 2022 heatwave and 2023 extreme summer snowfall on the mass balance of the Chhota Shigri Glacier, western Himalaya. [PDF]
Kaushik H, Azam MF, Hussain MA.
europepmc +1 more source
Lost in aggregation? On the importance of local food price data for food poverty estimates
Abstract This paper explores within‐country variations in food price dynamics and food poverty estimates by employing local market price data and national consumer price index (CPI) data. Our results show that national CPI data may be useful for approximating national trends but they fail to detect and identify spatial variations in local trends, which
Stephan Dietrich +4 more
wiley +1 more source
Cloud fraction response to aerosol driven by nighttime processes. [PDF]
Pugsley G, Gryspeerdt E, Nair V.
europepmc +1 more source
Beyond the green solvent paradigm, this review redefines Deep Eutectic Systems (DES) as programmable supramolecular nanoassemblies. We survey their biomedical convergence: stabilizing thermolabile mRNA to enable cold chain‐free logistics, reshaping transdermal microneedle delivery, enabling long‐term wearables via eutectogels, and utilizing Generative ...
Jeesu Moon, Min Seo Kim, Jae‐Seung Lee
wiley +1 more source
Signal of carbon exchange in Qilian mountain based on eddy covariance and remote sensing data. [PDF]
Han C +5 more
europepmc +1 more source
This review summarizes atomic‐level design strategies for single‐atom catalysts, emphasizing modulation of the local coordination environment, active‐site geometry, and metal‐support interactions to optimize catalytic activity and stability in electrocatalytic energy conversion applications.
Ashwani Kumar, Harun Tüysüz
wiley +1 more source
A new, long-term root zone soil moisture dataset for operational agricultural drought monitoring over Africa. [PDF]
Maidment RI +6 more
europepmc +1 more source
Historical deforestation drives strong rainfall decline across the southern Amazon basin. [PDF]
Cui J +4 more
europepmc +1 more source
The compounding effects of agricultural expansion and snow drought on lake urmia's drying crisis. [PDF]
Shahbazi A +8 more
europepmc +1 more source

