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Ajit Panesar

Imperial College London

South Kensington Campus

Exhibition Road

London, SW7 2AZ

United Kingdom

SCHOLARLY PAPERS

6

DOWNLOADS

193

TOTAL CITATIONS

0

Scholarly Papers (6)

1.

Multi-Scan Thermal Simulation Using Physics-Informed Neural Network

Number of pages: 34 Posted: 29 Jul 2024
Bohan Peng and Ajit Panesar
Imperial College London and Imperial College London
Downloads 50 (1,086,013)

Abstract:

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Physics-informed neural network, DED, Thermal simulation, Scientific Machine Learning

2.

Multiscale modelling of supercapacitors with hierarchical structure

Number of pages: 53 Posted: 15 Sep 2025
Imperial College London, Imperial College London, Imperial College London, Imperial College London, Imperial College London, Imperial College London, Imperial College London and Imperial College London
Downloads 38 (1,222,651)

Abstract:

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Supercapacitors, Electrochemical modelling, porous electrode, Structural electrodes, Ionic liquid, Electrical double layer

3.

Modelling Optimum Thickness and Architecture for Lithium-Ion Battery Cathodes

Number of pages: 16 Posted: 25 Mar 2024
The Open University, Imperial College London, Imperial College London and Imperial College London
Downloads 31 (1,318,317)

Abstract:

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energy density, model, capacity, rate capability, architecture, lithium-ion battery

4.

Maximising lithium battery performance by capacity balancing: Determining the pareto fronts for electrode thickness and porosity

Number of pages: 19 Posted: 13 Sep 2025
The Open University, Imperial College London, Imperial College London and Imperial College London
Downloads 29 (1,332,057)

Abstract:

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Graphite, full-cell modelling, capacity balancing, fast-charging, pareto-optimality

5.

Multi-Layer Thermal History Prediction Framework for Directed Energy Deposition Based on Extended Physics-Informed Neural Networks (Xpinn)

Number of pages: 28 Posted: 13 Jun 2025
Bohan Peng and Ajit Panesar
Imperial College London and Imperial College London
Downloads 27 (1,359,097)

Abstract:

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extended physics-informed neural network, DED, thermal simulation, scientific machine learning

6.

Smooth 3d Transition Cell Generation Based on Latent Space Arithmetic

Number of pages: 18 Posted: 20 Aug 2024
Xiaochen Yu, Bohan Peng and Ajit Panesar
Imperial College London, Imperial College London and Imperial College London
Downloads 18 (1,470,786)

Abstract:

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latent space, data-driven design, lattices