Siyan Liu
Co-Founder at Kuiper Lab
Buffalo-Niagara Falls Area United States
Summary
👤
Senior🎓
Top SchoolSiyan Liu is a co-founder and former research scientist who brings nine years of interdisciplinary experience applying AI/ML to Earth system predictability, climate modeling, and engineering problems. He developed and deployed ViT-based foundational models and scalable ML workflows on large HPC systems at Oak Ridge National Laboratory, bridging hybrid AI modeling, uncertainty quantification, and explainable AI. Trained as a PhD chemical & petroleum engineer with a background in geology and paleontology, he translates domain physics into performant data-driven models across climate science, power systems, and computational fluid dynamics. Passionate about open science and mentoring, he combines hands-on model engineering with production deployment experience to tackle large-scale scientific challenges. An entrepreneurial builder, he’s now channeling that research-to-production expertise into a new venture focused on impactful AI applications.
9 years of coding experience
3 years of employment as a software developer
University of KansasMaster of Science (M.Sc.) Paleontology and Stratigraphy, Master of Science (M.Sc.) Paleontology and Stratigraphy at Chang'an University
English, Chinese
Github Skills (8)
inversion3
modeling3
modeling-tool2
geophysics2
earth2
python2
open-source1
hydrodynamics1
Programming languages (1)
Github contributions (5)
liusiyan/UQnet
Aug 2021 - Jan 2023
Contributions:24 commits, 1 PR, 43 pushes in 1 year 5 months
liusiyan/liusiyan.github.io
Nov 2018 - Jul 2020
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Contributions:148 pushes in 1 year 8 months
templategithub-pages-templatemmistakesmistakesjekyll
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