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Collaborations and top research areas from the last five years
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Can KAN CANs? Input-convex Kolmogorov-Arnold Networks (KANs) as hyperelastic constitutive artificial neural networks (CANs)
Thakolkaran, P., Guo, Y., Saini, S., Peirlinck, M., Alheit, B. & Kumar, S., 2025, In: Computer Methods in Applied Mechanics and Engineering. 443, 30 p., 118089.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile7 Link opens in a new tab Citations (Scopus)5 Downloads (Pure) -
Data-driven methods to design, model, and interpret complex materials across scales
Thakolkaran, P., 2025, 282 p.Research output: Thesis › Dissertation (TU Delft)
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Deep learning reveals key predictors of thermal conductivity in covalent organic frameworks
Thakolkaran, P., Zheng, Y., Guo, Y., Vashisth, A. & Kumar, S., 2025, In: Digital Discovery. 4, 11, p. 3351-3362 12 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Link opens in a new tab Citations (Scopus)2 Downloads (Pure) -
Experiment-informed finite-strain inverse design of spinodal metamaterials
Thakolkaran, P., Espinal, M., Dhulipala, S., Kumar, S. & Portela, C. M., 2025, In: Extreme Mechanics Letters. 74, 12 p., 102274.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile20 Link opens in a new tab Citations (Scopus)76 Downloads (Pure) -
Piezoelectric truss metamaterials: data-driven design and additive manufacturing
Sharma, S., Ammu, S. K., Thakolkaran, P., Jovanova, J. & Masania, K., 2025, In: npj Metamaterials. 1, 9, 12 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile
Datasets
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Data and code underlying the publication: Deep learning reveals key predictor of thermal conductivity of covalent organic frameworks
Thakolkaran, P. (Creator), Zheng, Y. (Creator), Guo, Y. (Creator), Vashisth, A. (Creator) & Kumar, S. (Creator), TU Delft - 4TU.ResearchData, 2 Oct 2025
DOI: 10.4121/5866cc9a-78bf-4a0c-9280-ae526da86ac9
Dataset/Software: Dataset
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Data and Code underlying publication: Experiment-informed finite-strain inverse design of spinodal metamaterials
Thakolkaran, P. (Creator), Kumar, S. (Creator), Espinal, M. (Creator), Dhulipala, S. (Creator) & Portela, C. M. (Creator), TU Delft - 4TU.ResearchData, 30 Dec 2024
DOI: 10.4121/bdc2b8d2-d000-4f56-ab0e-e64a147220fd
Dataset/Software: Software
Press/Media
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TU Delft-team 3D-print nieuw slim materiaal dat piëzo-elektrische grenzen doorbreekt
Sharma, S., Masania, K., Kumar, S., Jovanova, J., Ammu, S. K. & Thakolkaran, P.
26/02/26
2 items of Media coverage
Press/Media: Public Engagement