Michael D Shields

Publication Activity (10 Years)

Years Active: 2024-2024
Publications (10 Years): 5

Top Topics

Particulate Matter

Decision Making

Top Venues

Nature communications

This page only lists publications with an associated author ORCID identifier.

Publications

Katiana Kontolati, Somdatta Goswami, George Em Karniadakis, Michael D Shields
Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems. Nature communications 15 (1) (2024)
Katiana Kontolati, Somdatta Goswami, George Em Karniadakis, Michael D Shields
Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems. Nature communications 15 (1) (2024)
Thomas J Hardin, Michael Chandross, Rahul Meena, Spencer Fajardo, Dimitris Giovanis, Ioannis G Kevrekidis, Michael L Falk, Michael D Shields
Revealing the hidden structure of disordered materials by parameterizing their local structural manifold. Nature communications 15 (1) (2024)
Thomas J Hardin, Michael Chandross, Rahul Meena, Spencer Fajardo, Dimitris Giovanis, Ioannis G Kevrekidis, Michael L Falk, Michael D Shields
Revealing the hidden structure of disordered materials by parameterizing their local structural manifold. Nature communications 15 (1) (2024)
Katiana Kontolati, Somdatta Goswami, George Em Karniadakis, Michael D Shields
Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems. Nature communications 15 (1) (2024)