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Field
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operando experiments under electrical, thermal, or mechanical bias to capture real-time defect dynamics. Integrate multimodal datasets and collaborate with AI/ML teams for data fusion, physics-informed model
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transformer architectures for multimodal fusion (RGB + thermal, intraoperative video, OR signals, EHR, surveys); develop temporal and cross-attention components for longitudinal risk trajectories. Build robust
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physics scale with the component-level scale to simulate the thermomechanical response of the full first wall/blanket structures during fusion reactor operation. Villanova is a Catholic university sponsored
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data analysis. Make advances in one or more of: multimodal data fusion/joint inference; uncertainty quantification with realistic noise/measurement error; complex physics- and artifact-aware forward
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fusion, progression-aware temporal modeling), perform rigorous model validation, and help translate research findings into clinically meaningful insights in close collaboration with dental experts. This is
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computation and fusion, systems and software, or modeling multi-layer networks, and active participation in research projects and leading a group of highly motivated Ph.D. students is desired. Urban
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relevant journals/conferences. Experience with multimodal data fusion (optical/SAR/soil/phenology), satellite platforms (Sentinel/Landsat/GEE), and building reproducible pipelines. Field/ground-truth
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, or autonomous driving applications Perception and Sensor Fusion: Strong background in processing and fusing data from cameras, LiDAR, radar, or other sensors for robust autonomous system perception ML Engineering
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; astronomy and astrophysics; high-energy physics; biology and health sciences; fusion energy production and management; material sciences; aeronautics, automotive. The NumPEx Exa-SofT project aims to develop
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with advanced manufacturing processes such as laser powder bed fusion and directed energy deposition. Motivated self-starter with the ability to work independently and to participate creatively in