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PhILMs: Physics-informed Learning Machines

Physics-Informed Learning Machines
for Multiscale and Multiphysics Problems

The PhILMs ("films") Center is a collaboration among Pacific Northwest National Laboratory and Sandia Laboratory, with academic partners at Brown University, Massachusetts Institute of Technology, Stanford University, and the University of California, Santa Barbara. [Learn More +/-]

PhILMs Announcements

Upcoming Webinars

All webinars start at 1:00 pm PT and 4:00 pm ET.
October 19, 2020 Andrea Giusti
Bishop's University
"Fractional Newtonian Gravity and Galactic Dynamics"

Qizhi He will be a co-organizer of a mini symposium on "MS: Data Management and Machine Learning" at the USACM Thematic Conference on Meshfree and Finite Element Methods with Applications that will be held September 25-27, 2022 in Berkeley, CA.

Marta D'Elia, Sandia National Laboratories, is organizing the conference "RAMSES order models; Approximation theory; Machine learning; Surrogates, Emulators and Simulators" that will be held June 7-10, 2021 in SISSA, International School for Advanced Studies, Triete, Italy.

AAAI Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physics Sciences (MLPS)

March 22-24, 2021 @Stanford University, Palo Alto, California, USA (or virtual meeting depending on the COVID-19 situation)


Seminar Series

Computing Research at PNNL

Science at PNNL

Computing Research

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