quercushernandez
Postdoc@UPenn. Researcher in Scientific ML, Computational Mechanics and Model Order Reduction.
University of PennsylvaniaPhiladelphia, United States
Pinned Repositories
DeepLearningMOR
Code for the paper "Deep learning of thermodynamics-aware reduced-order models from data" published in Computer Methods in Applied Mechanics and Engineering (CMAME).
quercushernandez.github.io
Personal webpage.
StructurePreservingNN
Code for the paper "Structure-preserving neural networks" published in Journal of Computational Physics (JCP).
ThermodynamicsGNN
Code for the paper "Thermodynamics-informed graph neural networks" published in IEEE Transactions on Artificial Intelligence (TAI).
quercushernandez's Repositories
quercushernandez/ThermodynamicsGNN
Code for the paper "Thermodynamics-informed graph neural networks" published in IEEE Transactions on Artificial Intelligence (TAI).
quercushernandez/StructurePreservingNN
Code for the paper "Structure-preserving neural networks" published in Journal of Computational Physics (JCP).
quercushernandez/DeepLearningMOR
Code for the paper "Deep learning of thermodynamics-aware reduced-order models from data" published in Computer Methods in Applied Mechanics and Engineering (CMAME).
quercushernandez/quercushernandez.github.io
Personal webpage.