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03/22/2023
Physics-informed PointNet: On how many irregular geometries can it solve an inverse problem simultaneously? Application to linear elasticity
Regular physics-informed neural networks (PINNs) predict the solution of...
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03/21/2023
ChatGPT for Programming Numerical Methods
ChatGPT is a large language model recently released by the OpenAI compan...
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09/30/2022
Direct Estimation of Porosity from Seismic Data using Rock and Wave Physics Informed Neural Networks (RW-PINN)
Petrophysical inversion is an important aspect of reservoir modeling. Ho...
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10/07/2020
Improved POMDP Tree Search Planning with Prioritized Action Branching
Online solvers for partially observable Markov decision processes have d...
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10/07/2020
Bayesian Optimized Monte Carlo Planning
Online solvers for partially observable Markov decision processes have d...
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01/28/2020
Real-Time Well Log Prediction From Drilling Data Using Deep Learning
The objective is to study the feasibility of predicting subsurface rock ...
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05/14/2019