Iwona Jasiuk - RankMe

16 papers Journal 15Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Nonlinear inverse design of mechanical multi-material metamaterials enabled by video denoising diffusion and structure identifier. Eng. Appl. Artif. Intell. Jaewan Park, Shashank Kushwaha, Junyan He, Seid Koric, Qibang Liu, Iwona Jasiuk, Diab W. Abueidda
2025	J	`jnl`	Bridging Sequential Deep Operator Network and Video Diffusion: Residual Refinement of Spatio-Temporal PDE Solutions. CoRR Jaewan Park, Farid Ahmed, Kazuma Kobayashi, Seid Koric, Syed Bahauddin Alam, Iwona Jasiuk, Diab W. Abueidda
2024	J	`jnl`	Advanced Deep Operator Networks to Predict Multiphysics Solution Fields in Materials Processing and Additive Manufacturing. CoRR Shashank Kushwaha, Jaewan Park, Seid Koric, Junyan He, Iwona Jasiuk, Diab W. Abueidda
2024	J	`jnl`	Geom-DeepONet: A Point-cloud-based Deep Operator Network for Field Predictions on 3D Parameterized Geometries. CoRR Junyan He, Seid Koric, Diab W. Abueidda, Ali Najafi, Iwona Jasiuk
2024	J	`jnl`	Material-Response-Informed DeepONet and its Application to Polycrystal Stress-strain Prediction in Crystal Plasticity. CoRR Junyan He, Deepankar Pal, Ali Najafi, Diab W. Abueidda, Seid Koric, Iwona Jasiuk
2024	J	`jnl`	Nonlinear Inverse Design of Mechanical Multi-Material Metamaterials Enabled by Video Denoising Diffusion and Structure Identifier. CoRR Jaewan Park, Shashank Kushwaha, Junyan He, Seid Koric, Qibang Liu, Iwona Jasiuk, Diab W. Abueidda
2024	J	`jnl`	Sequential Deep Operator Networks (S-DeepONet) for predicting full-field solutions under time-dependent loads. Eng. Appl. Artif. Intell. Junyan He, Shashank Kushwaha, Jaewan Park, Seid Koric, Diab W. Abueidda, Iwona Jasiuk
2023	J	`jnl`	Effect of the cross-section architecture on the impact resistance of bio-inspired low-porosity structures using neural networks. CoRR Shashank Kushwaha, Junyan He, Diab W. Abueidda, Iwona Jasiuk
2023	J	`jnl`	Multi-component Predictions of Transient Solution Fields with Sequential Deep Operator Network. CoRR Junyan He, Shashank Kushwaha, Jaewan Park, Seid Koric, Diab W. Abueidda, Iwona Jasiuk
2023	J	`jnl`	Novel DeepONet architecture to predict stresses in elastoplastic structures with variable complex geometries and loads. CoRR Junyan He, Seid Koric, Shashank Kushwaha, Jaewan Park, Diab W. Abueidda, Iwona Jasiuk
2023	J	`jnl`	Sequential Deep Learning Operator Network (S-DeepONet) for Time-Dependent Loads. CoRR Jaewan Park, Shashank Kushwaha, Junyan He, Seid Koric, Diab W. Abueidda, Iwona Jasiuk
2022	J	`jnl`	A deep learning energy-based method for classical elastoplasticity. CoRR Junyan He, Diab W. Abueidda, Rashid K. Abu Al-Rub, Seid Koric, Iwona Jasiuk
2022	J	`jnl`	Deep energy method in topology optimization applications. CoRR Junyan He, Shashank Kushwaha, Charul Chadha, Seid Koric, Diab W. Abueidda, Iwona Jasiuk
2022	J	`jnl`	On the use of graph neural networks and shape-function-based gradient computation in the deep energy method. CoRR Junyan He, Diab W. Abueidda, Seid Koric, Iwona Jasiuk
2021	J	`jnl`	High-Performance Computing Comparison of Implicit and Explicit Nonlinear Finite Element Simulations of Trabecular Bone. Comput. Methods Programs Biomed. Fereshteh A. Sabet, Seid Koric, Ashraf Idkaidek, Iwona Jasiuk
2015	—	`conf`	Multi-scale analysis of bone. SummerSim Iwona Jasiuk