Search Results for author: Fang Sheng

Found 4 papers, 3 papers with code

Cohort-attention Evaluation Metric against Tied Data: Studying Performance of Classification Models in Cancer Detection

no code implementations17 Mar 2025 Longfei Wei, Fang Sheng, Jianfei Zhang

Artificial intelligence (AI) has significantly improved medical screening accuracy, particularly in cancer detection and risk assessment.

Fairness Specificity

Survival Analysis with Machine Learning for Predicting Li-ion Battery Remaining Useful Life

1 code implementation17 Mar 2025 Jingyuan Xue, Longfei Wei, Fang Sheng, Jianfei Zhang

Battery degradation significantly impacts the reliability and efficiency of energy storage systems, particularly in electric vehicles (EVs) and industrial applications.

Survival Analysis Uncertainty Quantification

A Self-Supervised Robotic System for Autonomous Contact-Based Spatial Mapping of Semiconductor Properties

1 code implementation15 Nov 2024 Alexander E. Siemenn, Basita Das, Kangyu Ji, Fang Sheng, Tonio Buonassisi

Firstly, we design a vision-based, self-supervised convolutional neural network (CNN) architecture that uses differentiable image priors to optimize domain-specific objectives, refining the pixel precision of predicted robot contact poses by 20. 0% relative to existing approaches.

valid

Using Scalable Computer Vision to Automate High-throughput Semiconductor Characterization

2 code implementations16 Mar 2023 Alexander E. Siemenn, Eunice Aissi, Fang Sheng, Armi Tiihonen, Hamide Kavak, Basita Das, Tonio Buonassisi

High-throughput materials synthesis methods have risen in popularity due to their potential to accelerate the design and discovery of novel functional materials, such as solution-processed semiconductors.

Band Gap

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