317 citations · 335 across the 3 of their papers we have counts for
3 papers
cs.LG2020★ 317 cited
Physics-Informed Neural Network for Modelling the Thermochemical Curing Process of Composite-Tool Systems During Manufacture
Sina Amini Niaki, Ehsan Haghighat, Trevor Campbell +2
We present a Physics-Informed Neural Network (PINN) to simulate the thermochemical evolution of a composite material on a tool undergoing cure in an autoclave. In particular, we so…
math.ST2020
Truncated Simulation and Inference in Edge-Exchangeable Networks
Xinglong Li, Trevor Campbell
Edge-exchangeable probabilistic network models generate edges as an i.i.d.~sequence from a discrete measure, providing a simple means for statistical inference of latent network pr…
stat.ML2019★ 18 cited
Universal Boosting Variational Inference
Trevor Campbell, Xinglong Li
Boosting variational inference (BVI) approximates an intractable probability density by iteratively building up a mixture of simple component distributions one at a time, using tec…