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9 - Thermodynamic Consistent Neural Networks for Learning Material Interfacial Mechanics
Jiaxin Zhang
Sat Dec 12 12:00 PM -- 01:00 PM (PST) @
Author Information
Jiaxin Zhang (Oak Ridge National Laboratory)
I am now a Research Staff in Machine Learning and Data Analytics Group, Computer Science and Mathematics Division at Oak Ridge National Laboratory (ORNL). My current research interest is on Artificial Intelligence for Science and Engineering (AISE). My broad interests revolve around robust machine learning, uncertainty quantification, inverse problems, and numerical optimization.
More from the Same Authors
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2020 : A Nonlocal-Gradient Descent Method for Inverse Design in Nanophotonics »
Sirui Bi · Jiaxin Zhang · Guannan Zhang -
2020 : Scalable Deep-Learning-Accelerated Topology Optimization for Additively Manufactured Materials »
Sirui Bi · Jiaxin Zhang · Guannan Zhang -
2021 : Self-Supervised Anomaly Detection via Neural Autoregressive Flows with Active Learning »
Jiaxin Zhang · Kyle Saleeby · Thomas Feldhausen · Sirui Bi · Alex Plotkowski · David Womble -
2021 : Self-Supervised Anomaly Detection via Neural Autoregressive Flows with Active Learning »
Jiaxin Zhang · Kyle Saleeby · Thomas Feldhausen · Sirui Bi · Alex Plotkowski · David Womble -
2021 Poster: On the Stochastic Stability of Deep Markov Models »
Jan Drgona · Sayak Mukherjee · Jiaxin Zhang · Frank Liu · Mahantesh Halappanavar -
2019 Poster: Learning nonlinear level sets for dimensionality reduction in function approximation »
Guannan Zhang · Jiaxin Zhang · Jacob Hinkle