1. A generative adversarial network‐based synthetic data augmentation technique for battery condition evaluation. (14th July 2021) Authors: Naaz, Falak; Herle, Aniruddh; Channegowda, Janamejaya; Raj, Aditya; Lakshminarayanan, Meenakshi Journal: International journal of energy research Issue: Volume 45:Number 13(2021) Page Start: 19120 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. A Graph‐Based Lithium‐Ion Battery Parameter Estimation Approach to Produce Diverse Synthetic Data. Issue 8 (21st June 2022) Authors: Channegowda, Janamejaya; Lachappa, Yugendra Gowda; Jagwani, Shefali Journal: Advanced theory and simulations Issue: Volume 5:Issue 8(2022) Page Start: n/a Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. A long sequence synthetic battery parameter generation perspective using reliable self‐attention mechanism. (7th August 2022) Authors: Maiya, Vageesh; Channegowda, Janamejaya; Lingaraj, Chaitanya Journal: International journal of energy research Issue: Volume 46:Number 13(2022) Page Start: 18890 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. A probabilistic forecasting approach towards generation of synthetic battery parameters to resolve limited data challenges. Issue 4 (2nd November 2021) Authors: Naaz, Falak; Channegowda, Janamejaya Journal: Energy storage Issue: Volume 4:Issue 4(2022) Page Start: n/a Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. An attention‐based synthetic battery data augmentation technique to overcome limited dataset challenges. Issue 5 (16th May 2022) Authors: Channegowda, Janamejaya; Maiya, Vageesh; Joshi, Niharika; Raj Urs, Vinayak; Lingaraj, Chaitanya Journal: Energy storage Issue: Volume 4:Issue 5(2022) Page Start: n/a Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. An improved electrochemical‐based model to estimate battery equivalent circuit parameters for pulsed discharge scenarios. Issue 3 (26th October 2021) Authors: Bhat, Chalukya; Channegowda, Janamejaya Journal: Energy storage Issue: Volume 4:Issue 3(2022) Page Start: n/a Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. Contrastive learning for practical battery synthetic data generation using seasonal and trend representations. (1st September 2022) Authors: Gowda, Hruday; Channegowda, Janamejaya Journal: International journal of energy research Issue: Volume 46:Number 15(2022) Page Start: 24602 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. Generating high‐fidelity synthetic battery parameter data: Solving sparse dataset challenges. (11th May 2021) Authors: Lakshminarayanan, Meenakshi; Channegowda, Janamejaya; Herle, Aniruddh; Prabhu, Dinakar; Chaudhari, Shilpa Journal: International journal of energy research Issue: Volume 45:Number 11(2021) Page Start: 16856 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
9. Overcoming limited battery data challenges: A coupled neural network approach. (26th July 2021) Authors: Herle, Aniruddh; Channegowda, Janamejaya; Prabhu, Dinakar Journal: International journal of energy research Issue: Volume 45:Number 14(2021) Page Start: 20474 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
10. Scalable imputation technique for effective computation of missing battery parameters. (18th August 2022) Authors: Joshi, Niharika; Channegowda, Janamejaya; Lingaraj, Chaitanya Journal: International journal of energy research Issue: Volume 46:Number 15(2022) Page Start: 22439 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗