Search Results for author: Andrew Ma

Found 3 papers, 1 papers with code

Multimodal Learning for Materials

no code implementations30 Nov 2023 Viggo Moro, Charlotte Loh, Rumen Dangovski, Ali Ghorashi, Andrew Ma, Zhuo Chen, Samuel Kim, Peter Y. Lu, Thomas Christensen, Marin Soljačić

Artificial intelligence is transforming computational materials science, improving the prediction of material properties, and accelerating the discovery of novel materials.

Property Prediction

Orthogonal Rational Approximation of Transfer Functions for High-Frequency Circuits

no code implementations17 Jun 2022 Andrew Ma, Arif Ege Engin

The unknown denominator polynomial of the model results in a non-linear problem, which can be replaced with successive solutions of linearized problems following the Sanathanan-Koerner (SK) iteration.

Vocal Bursts Intensity Prediction

Topogivity: A Machine-Learned Chemical Rule for Discovering Topological Materials

1 code implementation10 Feb 2022 Andrew Ma, Yang Zhang, Thomas Christensen, Hoi Chun Po, Li Jing, Liang Fu, Marin Soljačić

Topological materials present unconventional electronic properties that make them attractive for both basic science and next-generation technological applications.

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