Research – Mobility & infrastructure
Shaping the future of mobility￼
Urgent environmental challenges as well as the sharing economy have spurred the recent emergence of new business models related to shared mobility. The associated innovative transportation paradigms require a reduction of vehicle fleets as well as an optimization of travel times in order to pave the way towards sustainable mobility. Yet, sustainable mobility sharing solutions do not only require considering the environmental impact, but also have to be viable for firms and their customers. Only meeting the needs of all stakeholders allows for a large-scale implementation of such disruptive transportation concepts and hence yields a significant impact on the future of our society.
Research – Data & AI
Toward Interpretable Machine Learning
Many of today’s decision-making processes are increasingly being made by computer-based systems: from whether a company receives a loan, to whether an individual’s parole is granted. However, modern machine learning techniques, including deep learning, focus solely on predictive accuracy and completely disregard the topic of interpretability. This shortcoming has significantly curtailed the adoption of state-of-art machine learning techniques in many industries, including healthcare, finance, insurance and law, in which regulations and business practice require transparent, trustful and auditable decision support systems.
Research – Health & life sciences
Redesigning the pharmaceutical R&D landscape for the post-COVID-19 economy
Assessing the distribution of research efforts among small companies, large companies and universities can provide important – and urgent – insights into the design of policies to encourage and support pharmaceutical innovation to combat COVID-19 and other diseases.
Environmental policy & strategies
Systemic Risks and Sustainability
In an increasingly interconnected world, our planet as well as human community are facing systemic events that occur very infrequently but whose impacts may be catastrophic on society at large. We can mention climate change and financial crises as typical examples.
Governance, Strategy & Reporting
Grand Challenges and the Role of Business Firms
Grand challenges represent global societal challenges of ecological or social nature, such as the transition to a carbon-free economy, fighting global inequality, and tackling precarious working conditions that are emerging as a result of digitalization and robotization. These challenges are complex and thus require the coordinated and sustained effort from several public and private actors, including business firms.
Social norms & behaviors
Socially Inclusive Technologies for Shared Prosperity
How can disruptive technologies be made socially non‐disruptive ? The question is important because it pertains to the contribution of basic research to human development and shared prosperity, both in the most advanced economies and in the Global South. The question is complex because it calls for close collaboration between natural scientists, engineers and social scientists.