activity
20232026
most citedCan KAN CANs? Input-convex Kolmogorov-Arnold Networks (KANs) as hyperelastic constitutive artificial neural networks (CANs)

38 citations · 50 across the 4 of their papers we have counts for

collaborators
Showing cs.CEShow all

2 papers · 1 filter

cs.CE2024★ 1 cited

Deep learning reveals key predictors of thermal conductivity in covalent organic frameworks

Prakash Thakolkaran, Yiwen Zheng, Yaqi Guo +2

The thermal conductivity of covalent organic frameworks (COFs), an emerging class of nanoporous polymeric materials, is crucial for many applications, yet the link between their st…

cs.CE2023

Inverse designing surface curvatures by deep learning

Yaqi Guo, Saurav Sharma, Siddhant Kumar

Smooth and curved microstructural topologies found in nature - from soap films to trabecular bone - have inspired several mimetic design spaces for architected metamaterials and bi…