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Field
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, digital twins) Familiarity with process control, optimization, and uncertainty quantification Experience integrating simulation (e.g., CFD, DFT, kMC) with machine learning models Background in energy
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approaches based on density functional theory (DFT) have been introduced in recent years. A new research theme, "organometallic structures (MOFs)," has been introduced more recently, proposing the use
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of materials. The position requires extensive knowledge in performing quantum mechanical calculations (e.g., first principles density functional theory (DFT)) to elucidate complex reaction mechanisms occurring
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experience in DFT calculation on 2D heterostructures for optical applications, nanofabrication, or 2D optoelectronic devices fabrication and measurement. Applicants are invited to contact Prof. Yang Ming
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programming. Deep knowledge of electronic structure theory and a strong foundational understanding of solid-state physics. Experience with Density Functional Theory (DFT) and a high interest in an academic
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knowledge of electronic structure theory and a strong foundational understanding of solid-state physics. Experience with Density Functional Theory (DFT) and a high interest in an academic career. Strong
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physical techniques. Responsibilities and tasks: • In-depth and extensive bibliographic study; • Optimization of the crystal growth process through numerical models; • DFT and DFT+eDMFT studies
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. In this project, we aim to develop digital tools combining density functional theory (DFT) and machine learning (ML) to accelerate the in-silico design of solid catalysts for the DA process. - Perform
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DFT, beyond-DFT, and experimental techniques. We are also interested in developing both forward and inverse machine learning models to accelerate and optimize the design processes. We work in close
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Fritz Haber Institute of the Max Planck Society, Berlin | Berlin, Berlin | Germany | about 5 hours ago
-ray beamline instrumentation. Experience in simulating X-ray absorption spectra (e.g., Finite Difference Method Near Edge Structure - FDMNES) Experience with density functional theory (DFT) calculations