This paper introduces and examines a novel realized volatility forecasting model that makes use of Long Short-Term Memory (LSTM) neural networks and the risk metric financial turbulence (FT). The proposed model is compared to five alternative models, of which two incorporate LSTM neural networks and …

In Europe, green hydrogen and biogas/green gas are considered important renewable energy carriers, besides renewable electricity and heat. Still, incentives proceed slowly, and the feasibility of local green gas is questioned. A supply chain of decentralised green hydrogen production from locally generated …

Bird strikes, a risk factor in the aviation industry, are a common problem in certain states of the USA, while they are extremely rare in other states. Similarly, the seasonal distribution of bird strikes is not proportional. This situation poses an unfair situation in the aviation insurance of airline …

This thesis project presents a novel approach for detecting corrosion using drone-based surveillance systems by modifying the YOLOv5 object detection model and deploying it to a VOXL 2 flight controller for real-time image processing. The central goal is to enhance the model's accuracy in detecting corrosion …

The findings suggest that CVT may be used as therapy in ABI populations with promising results. Both patient self-assessment and objective voice measures demonstrate improved voice function. Given the longitudinal nature of recovery in ABI patients, more studies are needed to qualify at which stage(s) …

Worldwide entrepreneurship education (EE) is gaining popularity as an employability skill to prepare learners for a future of adaptability and lifelong learning. Its scholarship, however, is concerned that we have lost sight of what works, why, and how in EE. This is especially true for such novel learning …

The world’s population is consistently increasing and as such is the demand for food. Current industrial farming methods pollute the environment and are unsustainable on multiple levels. To be able to feed future populations it is necessary to look for new, efficient, and more sustainable ways to feed …

We aim to understand how actors respond to field logic plurality and maintain legitimacy through business model innovation. Drawing on a longitudinal field study in the fashion industry, we traced how de novo and incumbent firms incorporate circular logics in business models (for sustainability) and …

Wynand Alkema vertelt over het gebruik van ChatGPT in het ontwikkelen van nieuwe medicijnen. Een samenvatting van het praatje is hieronder weergegeven:The FAIR use of Large Language Models in the drug development pipeline.With the emergence of applications that are based on large language models (LLMs), …

To benefit from the social capabilities of a robot math tutor, instead of being distracted by them, a novel approach is needed where the math task and the robot's social behaviors are better intertwined. We present concrete design specifications of how children can practice math via a personal conversation …