Latticethe structure behind the noise

Papers Digest Topics Selected Labs Collections FAQ

Created by Flynn Lachendro

Papers Digest Topics Labs Saved

Search

Search papers, labs, and topics across Lattice.

Built by Flynn Lachendro·𝕏 / Twitter·RSS··FAQ·Glossary·Privacy

Siying Ma | Lattice

Siying Ma

Papers on Lattice

1

Total citations

0

Topics

3

Publication activitypapers/week, last 8 weeks

Research focus

Data Curation & Synthetic Data (1)Scientific Discovery & Drug Design (1)Training Efficiency & Optimization (1)

Frequent co-authors

Mehrdad M. Zadeh (1)Mauricio Soroco (1)Jiguo Cao (1)Vijay Ganesh (1)

Papers (1)

Feb 16, 2026

Siying Ma +4Feb 16, 2026

Learning Data-Efficient and Generalizable Neural Operators via Fundamental Physics Knowledge

Neural operators get a physics boost: training them on simplified versions of PDEs dramatically improves

Siying Ma, Mehrdad M. Zadeh, Mauricio Soroco +2

Data Curation & Synthetic Data Scientific Discovery & Drug Design Training Efficiency & Optimization