Dimitris G Giovanis

Affiliations

Department of Civil and Systems Engineering, Johns Hopkins University, Baltimore, MD 21218, USA.

Publications (3)

Effect of Human Head Shape on the Risk of Traumatic Brain Injury: A Gaussian Process Regression-based Machine Learning Approach.

Military medicine

Avec: Kshitiz Upadhyay , Roshan Jagani , Dimitris G Giovanis , Ahmed Alshareef , Andrew K Knutsen , Curtis L Johnson , Aaron Carass , Philip V Bayly , Michael D Shields , K T Ramesh

Machine learning for the identification of phase transitions in interacting agent-based systems: A Desai-Zwanzig example.

Physical review. E

Avec: Nikolaos Evangelou , Dimitris G Giovanis , George A Kevrekidis , Grigorios A Pavliotis , Ioannis G Kevrekidis

Data-driven Uncertainty Quantification in Computational Human Head Models.

Computer methods in applied mechanics and engineering

Avec: Kshitiz Upadhyay , Dimitris G Giovanis , Ahmed Alshareef , Andrew K Knutsen , Curtis L Johnson , Aaron Carass , Philip V Bayly , Michael D Shields , K T Ramesh

Réseau de co-auteurs

Kshitiz Upadhyay 2 collaborations

Ahmed Alshareef 2 collaborations

Andrew K Knutsen 2 collaborations

Curtis L Johnson 2 collaborations

Aaron Carass 2 collaborations

Philip V Bayly 2 collaborations

Michael D Shields 2 collaborations

K T Ramesh 2 collaborations

Roshan Jagani 1 collaboration

Nikolaos Evangelou 1 collaboration

George A Kevrekidis 1 collaboration

Grigorios A Pavliotis 1 collaboration

Ioannis G Kevrekidis 1 collaboration