A robotic Intelligent Towing Tank for learning complex fluid-structure dynamics

Author:

Fan D.12ORCID,Jodin G.3ORCID,Consi T. R.12ORCID,Bonfiglio L.2,Ma Y.1,Keyes L. R.12ORCID,Karniadakis G. E.24ORCID,Triantafyllou M. S.12ORCID

Affiliation:

1. Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.

2. MIT Sea Grant College Program, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.

3. Laboratory of Systems & Applications of Information & Energy Technologies, École Normale Supérieure de Rennes, 35170 Bruz, France.

4. Division of Applied Mathematics, Brown University, Providence, RI 02912, USA.

Abstract

ITT applied active learning to high-parameter vortex-induced vibration experiments, showing a path to accelerate scientific discovery.

Funder

Shell

MIT Sea grant, Massachusetts Institute of Technology

Defense Sciences Office, DARPA

Subsea 7

Publisher

American Association for the Advancement of Science (AAAS)

Subject

Artificial Intelligence,Control and Optimization,Computer Science Applications,Mechanical Engineering

Reference69 articles.

1. R. Gopalkrishnan Vortex-induced forces on oscillating bluff cylinders thesis Massachusetts Institute of Technology (1993).

2. S. J. Russell P. Norvig Artificial Intelligence: A Modern Approach (Springer 2006).

3. Modular workcells: modern methods for laboratory automation

4. Robotic Laboratory Automation

5. The First 110 Years of Laboratory Automation

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