Paris Perdikaris is affiliated with the University of Pennsylvania in the United States. Their research spans multiple disciplines, primarily focusing on engineering, physics and astronomy, and computer science. Within these fields, they have contributed extensively to subfields such as statistical and nonlinear physics, artificial intelligence, computational mechanics, cardiology and cardiovascular medicine, and mechanics of materials.
The scientist's scholarly output demonstrates a concentration on topics related to model reduction and neural networks, neural networks and applications, Gaussian processes and Bayesian inference, fluid dynamics and turbulent flows, probabilistic and robust engineering design, cardiac electrophysiology and arrhythmias, and lattice Boltzmann simulation studies.
Paris Perdikaris has published frequently in a variety of venues, with notable concentrations in:
Coauthors who have collaborated regularly with Paris Perdikaris include:
Selected recent papers of Paris Perdikaris feature topics in physics-informed machine learning and neural networks applied to scientific problems. These include:
Maziar Raissi;Paris Perdikaris;George E. Karniadakis
George Em Karniadakis;Ioannis G. Kevrekidis;Lu Lu;Paris Perdikaris
Sifan Wang;Yujun Teng;Paris Perdikaris
Maziar Raissi;Paris Perdikaris;George Em Karniadakis
Sifan Wang;Xinling Yu;Paris Perdikaris
Yinhao Zhu;Nicholas Zabaras;Phaedon-Stelios Koutsourelakis;Paris Perdikaris
Shengze Cai;Zhicheng Wang;Sifan Wang;Paris Perdikaris
Sifan Wang;Hanwen Wang;Paris Perdikaris
Maziar Raissi;Paris Perdikaris;George Em Karniadakis
Georgios Kissas;Yibo Yang;Eileen Hwuang;Walter R. Witschey
Mark Alber;Adrian Buganza Tepole;William R. Cannon;Suvranu De
Sifan Wang;Hanwen Wang;Paris Perdikaris
A. M. Tartakovsky;C. Ortiz Marrero;Paris Perdikaris;G. D. Tartakovsky
P. Perdikaris;M. Raissi;A. Damianou;N. D. Lawrence
Yibo Yang;Paris Perdikaris
Francisco Sahli Costabal;Yibo Yang;Paris Perdikaris;Daniel E. Hurtado
Maziar Raissi;Paris Perdikaris;George Em Karniadakis
Maziar Raissi;Paris Perdikaris;George Em Karniadakis
Grace C Y Peng;Mark Alber;Adrian Buganza Tepole;William R Cannon
Sifan Wang;Yujun Teng;Paris Perdikaris
Maziar Raissi;Paris Perdikaris;George Em Karniadakis
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