Machine Learning Approaches to Forecast the Realized Volatility of Crude Oil Prices
ABSTRACT This paper presents an evaluation of the accuracy of machine learning (ML) techniques in forecasting the realized volatility of West Texas Intermediate (WTI) crude oil prices. We compare several ML algorithms, including regularization, regression trees, random forests, and neural networks, to several heterogeneous autoregressive (HAR) models ...
Talha Omer +3 more
wiley +1 more source
Applying a mobile intervention for chronic insomnia in routine care: Study protocol for a multicenter randomized controlled trial. [PDF]
Moon DU, Kim J, Sun JH, Lee Y.
europepmc +1 more source
Lost bioscapes: Floristic and arthropod diversity coincident with 12th century Polynesian settlement, Nuku Hiva, Marquesas Islands. [PDF]
Allen MS, Lewis T, Porch N.
europepmc +1 more source
Emerging Perovskite Solar Cells for Building‐Integrated Photovoltaic Applications
In this review, we discuss technological approaches of perovskite solar cells that are highly compatible with the requirements of building‐integrated photovoltaic applications, including semi‐transparent, colorful, and flexible perovskite solar cells.
Yongke Liang +4 more
wiley +1 more source
ABSTRACT Like other perialpine basins and glaciated margins, the Geneva Basin in SW Switzerland is characterised by buried tunnel valleys, which are elongated incisions widely attributed to subglacial meltwater erosion beneath continental ice sheets. However, an inclusive understanding of the geological control on the evolution of the glacial landscape
Ovie Emmanuel Eruteya +2 more
wiley +1 more source
HUWE1 in Skeletal Muscle Prevents Muscle Fatigue via Maintaining Iron and Calcium Homeostasis. [PDF]
Jiao H +10 more
europepmc +1 more source
ABSTRACT This systematic literature review makes three key contributions to resilience research in SMEs. First, it advances theory by synthesizing the Resource‐Based View and Dynamic Capabilities perspective to develop a novel two‐dimensional framework of SME resilience (Adaptability × Resource availability), identifying four distinct resilience ...
Egena Ode +3 more
wiley +1 more source
Preparation and Optimization of Mn<sup>2+</sup>-Activated Na<sub>2</sub>ZnGeO<sub>4</sub> Phosphors: Insights into Precursor Selection and Microwave-Assisted Solid-State Synthesis. [PDF]
Wang X +6 more
europepmc +1 more source
Turning the Tables: Leveraging Purpose as a Strategic Advantage for SMEs
ABSTRACT When executed well, purpose can become a transformative force, turning a business into a breakout success. Despite the wave of purpose‐driven businesses in recent years, the concept of purpose remains underdeveloped. Purpose is a core component of business models but is difficult to retrofit into large corporations, which makes it especially ...
Klaus Heine, Glyn Atwal, Sonja Sperber
wiley +1 more source
The develop of persistent luminescence nanoparticles with excellent performances in cancer targeted bioimaging and killing: a review. [PDF]
Tan R +11 more
europepmc +1 more source

