Balasubramanian Raman

Employment

• Indian Institute of Technology Roorkee Professor
  2004 - Present

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (69)

• Foundations of Machine Learning and AI
  2027 DOI: 10.1007/978-3-032-30336-3
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• Semantic spherical mixup: geometry-aware data augmentation in latent manifolds for parameter-efficient language model adaptation
  Knowledge and Information Systems 2026 DOI: 10.1007/s10115-026-02719-z
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• Symbolic Ordinal Partition Reservoirs for Model-Free Forecasting of Chaotic Flows
  IEEE Transactions on Emerging Topics in Computational Intelligence 2026 DOI: 10.1109/TETCI.2026.3701390
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• Python for Mathematical Thinking
  2026 DOI: 10.1007/978-981-95-4080-8
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• MRAM-Based CiM Architecture for Backpropagation-free Training of Neural Networks using DFA and DRTP
  IEEE Transactions on Magnetics 2026 DOI: 10.1109/TMAG.2026.3704393
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• Divergence Guided Joint Diffusion-Convolution Network for Multimodal Flood Inundation Mapping
  IEEE Transactions on Geoscience and Remote Sensing 2026 DOI: 10.1109/TGRS.2026.3694397
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• BiCAVE-CD: Bi-Level Cross-View Attention with Evidential Dissonance Reduction for Trusted Conflictive Multi-View Classification
  2026 DOI: 10.2139/ssrn.7309683
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• ASM-DiffConvNet: Physics-Guided Difference Convolution Network for Single-Image Restoration
  IEEE Signal Processing Letters 2026 DOI: 10.1109/LSP.2025.3646138
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• Thalamocortical burst gating enables event-locked memory
  Knowledge-Based Systems 2026 DOI: 10.1016/j.knosys.2025.114947
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• Hodge-projected echo-state networks with topologically anchored memory for chaotic flows
  Chaos, Solitons & Fractals 2026 DOI: 10.1016/j.chaos.2025.117460
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