3 papers
cond-mat.mtrl-sci2025
Generalized energy band alignment model for van der Waals heterostructures with a charge spillage dipole
Seungjun Lee, Eng Hock Lee, Young-Kyun Kwon +5
The energy band alignment at the interface of van der Waals heterostructures (vdWHs) is a key design parameter for next-generation electronic and optoelectronic devices. Although t…
cs.CL2024
A Perspective on Large Language Models, Intelligent Machines, and Knowledge Acquisition
Vladimir Cherkassky, Eng Hock Lee
Large Language Models (LLMs) are known for their remarkable ability to generate synthesized 'knowledge', such as text documents, music, images, etc. However, there is a huge gap be…
stat.ML2022
VC Theoretical Explanation of Double Descent
Eng Hock Lee, Vladimir Cherkassky
There has been growing interest in generalization performance of large multilayer neural networks that can be trained to achieve zero training error, while generalizing well on tes…