Jiale Shi

Postdoctoral Associate

Cambridge, Massachusetts, United States
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Summary

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Jiale Shi is a postdoctoral researcher specializing in AI-driven polymer science, currently at Boston University after a postdoc at MIT and a PhD in Chemical Engineering from the University of Notre Dame. Over nine years of research experience, Jiale blends machine learning, molecular simulation, statistical physics, and chemical informatics to map free energy landscapes and accelerate inverse design of sustainable and functional polymeric materials. Their work spans polymer-surface adhesion, liquid crystal mechanics, and metal cluster isomerization, and has produced multiple first-author publications and awards for outstanding research. Notably, Jiale builds digital infrastructure for polymer databases, aiming to make polymer data FAIR and directly usable for materials discovery. Trained in chemistry (BS, Peking University) with a CS minor, they bridge theory, computation, and data engineering to turn complex simulation insights into practical materials design tools.
code9 years of coding experience
job10 years of employment as a software developer
bookHigh School, High School Certificate of Competence Program, High School, High School Certificate of Competence Program at Xiaoshan High School, Zhejiang Province(浙江省萧山中学)
bookBachelor of Science - BS, Chemistry, 3.68/4, Bachelor of Science - BS, Chemistry, 3.68/4 at Peking University
bookDoctor of Philosophy - PhD, Chemical Engineering, Doctor of Philosophy - PhD, Chemical Engineering at University of Notre Dame
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Stackoverflow

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Github Skills (48)

application10
llm9
vector-database9
fine-tuning9
data-structures9
gpt8
scientific-machine-learning8
lammps8
simulations8
simulation8
gnn7
attention-mechanism7
graph-embedding7
optimization6
sklearn6

Programming languages (4)

C++HTMLJupyter NotebookPython

Github contributions (5)

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Contributions:1 release, 212 commits, 270 pushes in 3 years 8 months
In Silico Measurement of Elastic Moduli of Nematic Liquid Crystals
Contributions:18 pushes in 5 years
elasticliquidcrystalsin-silicomeasurement
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Jiale Shi - Postdoctoral Associate