Are you interested in sustainable energy transition and eager to work on academic research with practical implications Do you want to model human interaction behavior and the willingness to adopt innovation Are you eager to work with Social Network Analysis models (statistical and/or agent-based) Do you want to be part of a larger lab of researchers
You will be a postdoc within ILUSTRE (Innovation Lab for Utilities on Sustainable Technology and Renewable Energy) within JADS ( with a focus on the population of the Dutch Caribbean islands. The project takes an explicit social science approach and aims to use Machine Learning and Social Network Analysis methodology to 1. analyze the current and developing opinions of new clean energy technology among the Curaçao population and other stakeholders and 2. develop ways to utilize this opinion structure to support and facilitate the energy transition in the Caribbean.
Your work will involve extracting topics (topic modeling within the context of the clean energy transition) opinions and social networks over time from documents (e.g. newspaper articles) using machine learning (ML) methodologies. Then you will use statistical social network models (SNA) to analyze the extracted dynamic social networks and the co-development of the opinions regarding the energy transition and willingness to adopt within the Curaçao society. Ideally this will be followed by the development of agent-based models to study how these networks can be built upon to facilitate energy transition in the Caribbean.
While we are open to other approaches we strongly prefer the use of ML and SNA for this project. The work will be both academically grounded and publishable while also having clear practical implications for the Caribbean islands.
It will be possible to participate in teaching within JADS.
A meaningful job in a dynamic and ambitious university in an interdisciplinary setting and within an international network. You will work on a beautiful green campus within walking distance of the central train addition we offer you:
Eindhoven University of Technology is a leading international university within the Brainport region where scientific curiosity meets a hands-on mindset. We work in an open and collaborative way with high-tech industries to tackle complex societal challenges. Our responsible and respectful approach ensures impact today and in the future. TU/e is home to over 13000 students and more than 7000 staff forming a diverse and vibrant academic community.
Do you recognize yourself in this profile and would you like to know more Please contact Dr. Claudia Zucca () or . Roger Leenders ().
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