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staff. We conduct research in several areas: analysis of high-dimensional data, Bayesian methods, spatial-temporal models, non-Gaussian modeling, applied research in social science, as well as stochastic
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, NWChem, QBox, Quantum Espresso, Gaussian, GROMACS, LAMMPS, etc. Strong publication record in their area of expertise Position Type Research Additional Information Northeastern University considers factors
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tooling. You will develop models that combine what is already known about servo dynamics, chip load mechanics, and thermal effects with real measurement data from specific machines. Gaussian processes and
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, p226, p227] http://dx.doi.org./10.1007/3-540-61863-5_48 Gioacchino, F. D. & Fonseca, J. Q. da. An experimental study of the polycrystalline plasticity of austenitic stainless steel. Int J Plasticity 74
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also to encode information in the basis of error-correctable quantum states to mitigate the effect of unwanted errors on communication channels. Non-Gaussian bosonic quantum states are particularly
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machine coding. Augmented and virtual reality applications, 360° video, point clouds, and advanced representations such as Gaussian Splatting require a rethinking of compression models to take into account
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. Additionally, innovations in procedural animation and 3D Gaussian splatting allow for more efficient scene reconstruction and dynamic asset generation, critical for immersive AR/VR experiences. As the demand
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the distribution of generated images with the distribution of a set of ground-truth images, using the Wasserstein distance between two full Gaussian distributions. Current OT approaches for high-dimensional
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), quantization and sharding, prompt optimization, reinforcement learning, Transformers/Deep-SSMs/Test-Time Regression. Experience with probabilistic machine learning, including but not limited to Gaussian