Trove: A Flexible Toolkit for Dense Retrieval
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2511.01857
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zuom
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vks88
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2 months ago
Real-Time Prediction of Gas Flow Dynamics in Diesel Engines using a Deep Neural Operator Framework
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MyCrunchGPT: A chatGPT assisted framework for scientific machine learning
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2306.15551
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Synergistic Learning with Multi-Task DeepONet for Efficient PDE Problem Solving
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Learning Nonlinear Responses in PET Bottle Buckling with a Hybrid DeepONet-Transolver Framework
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A Digital Twin for Diesel Engines: Operator-infused Physics-Informed Neural Networks with Transfer Learning for Engine Health Monitoring
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Fusion-DeepONet: A Data-Efficient Neural Operator for Geometry-Dependent Hypersonic and Supersonic Flows
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tserre
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7
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3 months ago
How Good is your Explanation? Algorithmic Stability Measures to Assess the Quality of Explanations for Deep Neural Networks
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Unlocking Feature Visualization for Deeper Networks with MAgnitude Constrained Optimization
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A Holistic Approach to Unifying Automatic Concept Extraction and Concept Importance Estimation
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Look at the Variance! Efficient Black-box Explanations with Sobol-based Sensitivity Analysis
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Harmonizing the object recognition strategies of deep neural networks with humans
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skadio
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6
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Active Learning Meets Optimized Item Selection
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Text2Zinc: A Cross-Domain Dataset for Modeling Optimization and Satisfaction Problems in MiniZinc
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2
Scalable iterative pruning of large language and vision models using block coordinate descent
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Balans: Multi-Armed Bandits-based Adaptive Large Neighborhood Search for Mixed-Integer Programming Problem
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Fairness Evaluation for Uplift Modeling in the Absence of Ground Truth
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Integrated Vehicle Routing and Monte Carlo Scheduling Approach for the Home Service Assignment, Routing, and Scheduling Problem
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Published