About the Authors

Giuseppe M. Ferro

Contributed equally to this work with: Giuseppe M. Ferro, Didier Sornette

Roles Conceptualization, Formal analysis, Investigation, Methodology, Validation, Writing – original draft

ferrog@ethz.ch

Affiliation Department of Management, Technology and Economics, ETH Zürich, Zürich, Switzerland

Didier Sornette

Contributed equally to this work with: Giuseppe M. Ferro, Didier Sornette

Roles Conceptualization, Formal analysis, Project administration, Resources, Supervision, Writing – review & editing

Affiliations Department of Management, Technology and Economics, ETH Zürich, Zürich, Switzerland, Institute of Risk Analysis, Prediction and Management, Academy for Advanced Interdisciplinary Studies, Southern University of Science and Technology, Shenzhen, China, Tokyo Tech World Research Hub Initiative (WRHI), Institute of Innovative Research, Tokyo Institute of Technology, Tokyo, Japan, Swiss Finance Institute, University of Geneva, Geneva, Switzerland

Competing Interests

The authors have declared that no competing interests exist.