Modelling and Forecasting Energy Market Volatility Using GARCH and Machine Learning Approach [PDF]
This paper presents a comparative analysis of univariate and multivariate GARCH-family models and machine learning algorithms in modeling and forecasting the volatility of major energy commodities: crude oil, gasoline, heating oil, and natural gas. It uses a comprehensive dataset incorporating financial, macroeconomic, and environmental variables to ...
arxiv
Does my breath smell? A major advancement is reported in amorphous Zn‐Sn‐O‐based thin‐film transistors using a multilayer design. In‐depth compositional and morphological analyses provide pathways to achieve outstanding electronic performance. The solution‐processed method demonstrates proof‐of‐concept for VOC detection, with significant potential for ...
Lauren R. Miller+12 more
wiley +1 more source
Clove volatile oil-loaded nanoemulsion reduces the anxious-like behavior in adult zebrafish. [PDF]
da Silva Campelo M+9 more
europepmc +1 more source
Counterparty risk valuation for Energy-Commodities swaps: Impact of volatilities and correlation [PDF]
It is commonly accepted that Commodities futures and forward prices, in principle, agree under some simplifying assumptions. One of the most relevant assumptions is the absence of counterparty risk. Indeed, due to margining, futures have practically no counterparty risk.
arxiv
Aluminum Scandium Nitride as a Functional Material at 1000 °C
Aluminum scandium nitride (AlScN) exhibits remarkable ferroelectric, piezoelectric, and dielectric stability at extreme temperatures. This study demonstrates the robust performance of TaSi2/AlScN/TaSi2 capacitors up to 1000 °C, revealing a substantial increase in piezoelectricity and a marked reduction in coercive field.
Venkateswarlu Gaddam+12 more
wiley +1 more source
Photocatalytic and Electrochemical Synthesis of Biofuel via Efficient Valorization of Biomass
This review highlights biomass and biofuel traits, exploring photocatalysis and electrocatalysis mechanisms and their synergistic technologies in biofuel production. It analyzes environmental and economic impacts of green catalytic processes, assesses current challenges, and outlines future research directions, condensing complex topics into a focused ...
Dalin Sun+9 more
wiley +1 more source
Aqueous Zinc‐Based Batteries: Active Materials, Device Design, and Future Perspectives
This review conducts a comprehensive analysis of aqueous zinc‐based batteries (AZBs) based on their intrinsic mechanisms, including redox reactions, ion intercalation reactions, alloying reactions, electrochemical double‐layer reactions, and mixed mechanisms, systematically discussing recent advancements in each type of AZBs.
Yan Ran, Fang Dong, Shuhui Sun, Yong Lei
wiley +1 more source
Innovative Approach to Recycle Lithium‐Ion Battery Electrolytes via Sequential Chemical Processes
A chemical separation method is developed to recycle and purify nonaqueous electrolytes from spent lithium‐ion batteries. The new process consists of a sequence of precipitation in tandem with each distillation and solvent‐assisted vacuum extraction to obtain high‐quality electrolyte precursors.
Ting‐Wei Hsu+2 more
wiley +1 more source
Gas–liquid chromatography of terpenes. Part XVII. The volatile oil of the leaves of Juniperus virginiana L. [PDF]
A.R. Vinutha, E. von Rudloff
openalex +1 more source
Stringency and dissimilarity of Maximum Residue Levels affect bilateral agri‐food trade stability
Abstract Food standards are rising in both prevalence and stringency. They protect consumers and may enhance demand stability but also pose compliance challenges to producers, with ambiguous effects on the stability of trade relationships. We analyze the impact of importers' Maximum Residue Levels (MRLs) along with bilateral MRL dissimilarity between ...
Helena Engemann+2 more
wiley +1 more source