Adriaens
734-709-0065
Relevant Projects: NSF, Great Lakes Industries, Tekes (Finnish Innovation Fund), Dow Chemical, Ford Motor Company, Ceres (NGO) Connections:

Board Member, Global CleanTech Cluster Association

Chartered Alternative Investment Analysts

Former-President, Association of Environmental Engineering and Science Professors

Research Institute of the Finnish Economy

Peter Adriaens

Professor, Civil and Environmental Engineering

Affiliation(s):

Ross School of Business, School of Natural Resources and Environment

Prof. Adriaens’ research focuses on the use of data science to uncover trends and features in a range of financial (‘fintech’) applications relevant to economic development and investments aimed at catalyzing sustainable growth, including:
1. Network mapping to query relations in financial networks using visualization techniques
2. Trend and features prediction of value capture and investment grade in startup business models, using machine learning, natural language processing, and decision tools
3. Asset risk pricing of stocks exposed to water risk in their supply chains, using statistical methods, and portfolio theory predictions
4. Financial risk modeling of multi-asset investment funds to drive low carbon economies, leveraging network mapping, and machine learning.

 

Structure of financial data-driven industry ecosystems following relational network mapping and network theory application.

Structure of financial data-driven industry ecosystems following relational network mapping and network theory application.