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08/02/2023
LiDAR View Synthesis for Robust Vehicle Navigation Without Expert Labels
Deep learning models for self-driving cars require a diverse training da...
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06/13/2023
The Rank-Reduced Kalman Filter: Approximate Dynamical-Low-Rank Filtering In High Dimensions
Inference and simulation in the context of high-dimensional dynamical sy...
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10/02/2022
Large-scale machine-learning-assisted exploration of the whole materials space
Crystal-graph attention networks have emerged recently as remarkable too...
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08/29/2022
Machine Learning guided high-throughput search of non-oxide garnets
Garnets, known since the early stages of human civilization, have found ...
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12/03/2021
ProbNum: Probabilistic Numerics in Python
Probabilistic numerical methods (PNMs) solve numerical problems via prob...
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10/22/2021
Probabilistic Numerical Method of Lines for Time-Dependent Partial Differential Equations
This work develops a class of probabilistic algorithms for the numerical...
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10/22/2021
Probabilistic ODE Solutions in Millions of Dimensions
Probabilistic solvers for ordinary differential equations (ODEs) have em...
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03/18/2021