Junyan He

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Top Venues

Eng. Appl. Artif. Intell.

Publications

Shashank Kushwaha, Jaewan Park, Seid Koric, Junyan He, Iwona Jasiuk, Diab W. Abueidda
Advanced Deep Operator Networks to Predict Multiphysics Solution Fields in Materials Processing and Additive Manufacturing. CoRR (2024)
Junyan He, Seid Koric, Diab W. Abueidda, Ali Najafi, Iwona Jasiuk
Geom-DeepONet: A Point-cloud-based Deep Operator Network for Field Predictions on 3D Parameterized Geometries. CoRR (2024)
Junyan He, Deepankar Pal, Ali Najafi, Diab W. Abueidda, Seid Koric, Iwona Jasiuk
Material-Response-Informed DeepONet and its Application to Polycrystal Stress-strain Prediction in Crystal Plasticity. CoRR (2024)
Junyan He, Shashank Kushwaha, Jaewan Park, Seid Koric, Diab W. Abueidda, Iwona Jasiuk
Sequential Deep Operator Networks (S-DeepONet) for predicting full-field solutions under time-dependent loads. Eng. Appl. Artif. Intell. 127 (Part A) (2024)
Jaewan Park, Shashank Kushwaha, Junyan He, Seid Koric, Diab W. Abueidda, Iwona Jasiuk
Sequential Deep Learning Operator Network (S-DeepONet) for Time-Dependent Loads. CoRR (2023)
Shashank Kushwaha, Junyan He, Diab W. Abueidda, Iwona Jasiuk
Effect of the cross-section architecture on the impact resistance of bio-inspired low-porosity structures using neural networks. CoRR (2023)
Junyan He, Seid Koric, Shashank Kushwaha, Jaewan Park, Diab W. Abueidda, Iwona Jasiuk
Novel DeepONet architecture to predict stresses in elastoplastic structures with variable complex geometries and loads. CoRR (2023)
Junyan He, Shashank Kushwaha, Jaewan Park, Seid Koric, Diab W. Abueidda, Iwona Jasiuk
Multi-component Predictions of Transient Solution Fields with Sequential Deep Operator Network. CoRR (2023)
Junyan He, Diab W. Abueidda, Rashid Abu Al-Rub, Seid Koric, Iwona Jasiuk
A deep learning energy-based method for classical elastoplasticity. CoRR (2022)
Junyan He, Shashank Kushwaha, Diab W. Abueidda, Iwona M. Jasiuk
LatticeOPT: A heuristic topology optimization framework for thin-walled, 2D extruded lattices. CoRR (2022)
Junyan He, Diab W. Abueidda, Seid Koric, Iwona Jasiuk
On the use of graph neural networks and shape-function-based gradient computation in the deep energy method. CoRR (2022)
Junyan He, Shashank Kushwaha, Charul Chadha, Seid Koric, Diab W. Abueidda, Iwona Jasiuk
Deep energy method in topology optimization applications. CoRR (2022)
Junyan He, Shashank Kushwaha, Diab W. Abueidda, Iwona M. Jasiuk
Exploring the structure-property relations of thin-walled, 2D extruded lattices using neural networks. CoRR (2022)
Jian-Qiang Zhao, Jianquan Li, Yan-Yong Zhao, Junyan He, Waled Khaled
Checking Heteroscedasticity in Partially Linear Single-Index Models Using Pairwise Distance. IEEE Access 8 (2020)