Nikhil Panwar

Employment

• Indian Institute of Technology Roorkee

Education

• Indian Institute of Technology Roorkee PhD

Projects & Funding

Projects & funding information is unavailable.

Publications (8)

• PINCurve-S: Physics-Informed Neural Curves with Spatial Attention for Efficient Low-Light Image Enhancement
  2026 IEEE International Conference on Image Processing (ICIP) 2026 DOI: 10.1109/icip61757.2026.11630115
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• Deep learning approaches for crop disease classification: adapting to environmental challenges and hazy conditions
  Proceedings of the Indian National Science Academy 2026 DOI: 10.1007/s43538-026-00866-z
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• Electroencephalography-Based Cognitive Workload Estimation Using Deep Learning With Analysis of Assistance Effects
  IEEE Access 2026 DOI: 10.1109/ACCESS.2026.3714485
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• Empirical Evaluation of Situational Awareness and Its Cognitive Correlates Using EEG
  IEEE Access 2026 DOI: 10.1109/ACCESS.2026.3700537
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• Combining Spatio-Temporal Networks and Graph Attention Architectures for EEG-Based Workload Classification
  ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2025 DOI: 10.1109/icassp49660.2025.10890032
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• Enhanced Cross-Task EEG Classification: Domain Adaptation with EEGNet
  Lecture Notes in Computer Science 2025 DOI: 10.1007/978-3-031-78195-7_24
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• WL-GraphTrax: A Graph-Transformer Framework for EEG-Based Cognitive Workload Classification
  IEEE Access 2025 DOI: 10.1109/ACCESS.2025.3630706
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• EEG-CogNet: A deep learning framework for cognitive state assessment using EEG brain connectivity
  Biomedical Signal Processing and Control 2024 DOI: 10.1016/j.bspc.2024.106770
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