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08/21/2023
Geo-Sketcher: Rapid 3D Geological Modeling using Geological and Topographic Map Sketches
The construction of 3D geological models is an essential task in oil/gas...
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05/12/2023
Retrospective End-User Walkthrough: A Method for Assessing How People Combine Multiple AI Models in Decision-Making Systems
Evaluating human-AI decision-making systems is an emerging challenge as ...
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03/09/2023
Position Paper on Dataset Engineering to Accelerate Science
Data is a critical element in any discovery process. In the last decades...
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03/09/2023
Knowledge-augmented Risk Assessment (KaRA): a hybrid-intelligence framework for supporting knowledge-intensive risk assessment of prospect candidates
Evaluating the potential of a prospective candidate is a common task in ...
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11/05/2022
Toward Human-AI Co-creation to Accelerate Material Discovery
There is an increasing need in our society to achieve faster advances in...
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09/30/2020
Workflow Provenance in the Lifecycle of Scientific Machine Learning
Machine Learning (ML) has already fundamentally changed several business...
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10/09/2019
Provenance Data in the Machine Learning Lifecycle in Computational Science and Engineering
Machine Learning (ML) has become essential in several industries. In Com...
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05/10/2019
Semantic Segmentation of Seismic Images
Almost all work to understand Earth's subsurface on a large scale relies...
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03/26/2019
Netherlands Dataset: A New Public Dataset for Machine Learning in Seismic Interpretation
Machine learning and, more specifically, deep learning algorithms have s...
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03/21/2019
Penobscot Dataset: Fostering Machine Learning Development for Seismic Interpretation
We have seen in the past years the flourishing of machine and deep learn...
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06/26/2014
