Nicholas Borys

activity

20242026

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2 papers · 1 filter

cs.CV2025

CLIFF: Continual Learning for Incremental Flake Features in 2D Material Identification

Sankalp Pandey, Xuan Bac Nguyen, Nicholas Borys +2

Identifying quantum flakes is crucial for scalable quantum hardware; however, automated layer classification from optical microscopy remains challenging due to substantial appearan…

cs.CV2025

$φ$ -Adapt: A Physics-Informed Adaptation Learning Approach to 2D Quantum Material Discovery

Hoang-Quan Nguyen, Xuan Bac Nguyen, Sankalp Pandey +4

Characterizing quantum flakes is a critical step in quantum hardware engineering because the quality of these flakes directly influences qubit performance. Although computer vision…

CLIFF: Continual Learning for Incremental Flake Features in 2D Material Identification

φ-Adapt: A Physics-Informed Adaptation Learning Approach to 2D Quantum Material Discovery

$φ$ -Adapt: A Physics-Informed Adaptation Learning Approach to 2D Quantum Material Discovery