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systems (proteins, enzymes, membranes, and complexes) Integrate AI/ML approaches with physics-based simulations to accelerate discovery and improve predictive fidelity Contribute to cross-scale modeling
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systems (proteins, enzymes, membranes, and complexes) Integrate AI/ML approaches with physics-based simulations to accelerate discovery and improve predictive fidelity Contribute to cross-scale modeling
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data (e.g., engineering diagrams), and predictive modeling Design and implement benchmarking and evaluation frameworks for emerging AI systems, ensuring reproducibility and scientific rigor Build
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Analyst for the Mechanical Systems Modeling Group (MSM). The Distinguished Rotor Dynamics Researcher will serve as a technical authority in the analysis and prediction of complex rotating system behavior
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model and observations, and uses that modeling capability to advance predictive understanding of complex environmental systems. ESD is an interdisciplinary research and development organization with
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data-model integration, leveraging the U.S. Department of Energy’s (DOE) Leadership-Class Computing Facilities to advance predictive understanding of complex environmental systems. Major Duties
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maintaining or improving image quality. These advances will directly support operando studies of solid‑state batteries and porous electrodes and accelerate the development of predictive transport and
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. This leadership role will serve as Group Leader for the newly structured Energy-Ecosystem Interactions Group. Researchers in this group advance predictive science to anticipate ecological consequences of energy
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engineering Experience with data lakehouse technologies, particularly Delta Lake, for managing large-scale scientific datasets Background in genotype-to-phenotype prediction or microbial trait modeling
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length scales Develop machine learning algorithms to support process optimization, predictive modeling, and intelligent manufacturing control Integrate simulation tools with in-situ sensor data from