Employment
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Motilal Nehru National Institute of Technology
Education
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Publications (8)
- Does Residual Non-Parameterizability Predict When Learned Residual Control Helps? A Controlled Negative Benchmark on a Simulated Manipulator Save
- When Zero-Shot Transfer Fails: Parameter-Efficient Few-Shot Adaptation of a Selective State-Space Battery RUL Model to an Unseen LFP Fleet Save
- The capacity knee of a physics-based Li-ion model is governed by one unmeasured exponent. Save
- Remaining Useful Life Estimation of Lithium-Ion Batteries: A Controlled Benchmark of Physics-Informed Features and Mamba-Based Architectures on CALCE CS2 Save
- Survival Analysis Outperforms Regression for Field Prognostics of Valve-Regulated Lead-Acid Batteries: A Reproducible Benchmark on 1,027 Solar Off-Grid Systems Save
- Remaining Useful Life Estimation of Lithium-Ion Batteries: A Controlled Benchmark of Physics-Informed Features and Mamba-Based Architectures on CALCE CS2 Save
- The capacity knee of a physics-based Li-ion model is governed by one unmeasured exponent Save
- When Transfer Without Retraining Fails: Partial Retraining of a Battery Remaining Useful Life Model for an Unseen Lithium Iron Phosphate Fleet Save