# Iwona M. Jasiuk

According to our database

Collaborative distances:

^{1}, Iwona M. Jasiuk authored at least 16 papers between 2015 and 2024.Collaborative distances:

## Timeline

#### Legend:

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#### On csauthors.net:

## Bibliography

2024

Sequential Deep Operator Networks (S-DeepONet) for predicting full-field solutions under time-dependent loads.

Eng. Appl. Artif. Intell., January, 2024

Advanced Deep Operator Networks to Predict Multiphysics Solution Fields in Materials Processing and Additive Manufacturing.

CoRR, 2024

Geom-DeepONet: A Point-cloud-based Deep Operator Network for Field Predictions on 3D Parameterized Geometries.

CoRR, 2024

Material-Response-Informed DeepONet and its Application to Polycrystal Stress-strain Prediction in Crystal Plasticity.

CoRR, 2024

2023

Multi-component Predictions of Transient Solution Fields with Sequential Deep Operator Network.

CoRR, 2023

Effect of the cross-section architecture on the impact resistance of bio-inspired low-porosity structures using neural networks.

CoRR, 2023

CoRR, 2023

Novel DeepONet architecture to predict stresses in elastoplastic structures with variable complex geometries and loads.

CoRR, 2023

2022

CoRR, 2022

On the use of graph neural networks and shape-function-based gradient computation in the deep energy method.

CoRR, 2022

CoRR, 2022

LatticeOPT: A heuristic topology optimization framework for thin-walled, 2D extruded lattices.

CoRR, 2022

Exploring the structure-property relations of thin-walled, 2D extruded lattices using neural networks.

CoRR, 2022

2021

High-Performance Computing Comparison of Implicit and Explicit Nonlinear Finite Element Simulations of Trabecular Bone.

Comput. Methods Programs Biomed., 2021

2019

Prediction and optimization of mechanical properties of composites using convolutional neural networks.

CoRR, 2019

2015

Proceedings of the Conference on Summer Computer Simulation, 2015