Grace Cai
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Grace Cai Email & Phone Number

Principal Scientist at Physical Sciences Inc. at Physical Sciences Inc.
Location: Andover, Massachusetts, United States 7 work roles 2 schools
1 work email found @umich.edu LinkedIn matched
✓ Verified Jul 2026 4 data sources Profile completeness 100%

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Work email g****@umich.edu
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Current company
Role
Principal Scientist at Physical Sciences Inc.
Location
Andover, Massachusetts, United States
Company size

Who is Grace Cai? Overview

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Quick answer

Grace Cai is listed as Principal Scientist at Physical Sciences Inc. at Physical Sciences Inc., a with 269 employees, based in Andover, Massachusetts, United States. AeroLeads shows a work email signal at umich.edu and a matched LinkedIn profile for Grace Cai.

Grace Cai previously worked as Principal Scientist at Physical Sciences Inc. and Graduate Student Research Assistant at University Of Michigan. Grace Cai holds Doctor Of Philosophy - Phd, Applied Physics/Biophysics from University Of Michigan.

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Email format at Physical Sciences Inc.

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{first_initial}{last}@umich.edu
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Profile bio

About Grace Cai

I am an Applied Physics PhD student at the University of Michigan studying the mechanics of collective migration and tumor spheroid sorting and invasion in 3D composite hydrogels using confocal microscopy and quantitative image analysis.

Listed skills include Stata, C++, Matlab, Python, and 18 others.

Current workplace

Grace Cai's current company

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Physical Sciences Inc.
Physical Sciences Inc.
Principal Scientist at Physical Sciences Inc.
andover, massachusetts, united states
Website
Employees
269
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7 roles

Grace Cai work experience

A career timeline built from the work history available for this profile.

Graduate Student Research Assistant

Ann Arbor, Michigan, United States

– Developed a project to study how confined cancer cells sort and invade in 3D co-culture spheroids using collagen-alginate composite hydrogels– Optimized mammalian cell culture in 2D and 3D cultures, orbital shakers, and spinner flasks– Collaborated with Space Tango to send 3D spheroids of human osteoblast cells to space on Northrop Grumman-18 to study how bone morphogenetic protein treatment and mechanical compression of osteoblasts under microgravity would promote bone cell… Show more – Developed a project to study how confined cancer cells sort and invade in 3D co-culture spheroids using collagen-alginate composite hydrogels– Optimized mammalian cell culture in 2D and 3D cultures, orbital shakers, and spinner flasks– Collaborated with Space Tango to send 3D spheroids of human osteoblast cells to space on Northrop Grumman-18 to study how bone morphogenetic protein treatment and mechanical compression of osteoblasts under microgravity would promote bone cell development and maintenance– Developed a project to study the effect of compressive stress on collective migration in breast cancer progression using stable cell lines expressing fluorescent reporter proteins and gene knockdown, cell micropatterning, traction force microscopy, live-cell imaging, flow cytometry, automated image processing, in vitro biological assays, and multi-dimensional data analysis– Collaborated with Dr. Max Bi of Northeastern University to develop a vertex model to simulate the mechanics of confluent epithelial tissues and 3D spheroids– Served as a point person for UM-EHS concerning biosafety and laser safety Show less

May 2019 - Aug 2023

Undergraduate Research Assistant

South Hadley, Ma

– Developed molecular dynamics simulations of granular clogging and flow in a quasi-two-dimensional silo to study how velocity fluctuations, non-affine motion, and dynamical heterogeneities change as the system approaches clogging– Analyzed particle interactions, clogging probability, mass flow rate, and avalanche statistics as a function of silo opening size

Mar 2017 - Aug 2018

Grader | Physics Department

South Hadley, Ma

Course: Electromagnetism

Sep 2016 - May 2017

Teaching Assistant | Economics Department

South Hadley, Ma

Course: Intro. to Econometrics

Sep 2016 - Dec 2016

Nsf Physics Reu Program

Piscataway, Nj

– Used piezoresponse force microscopy (PFM) to study multiferroic hexagonal manganites HoMnO3 and YbMnO3 and differentiate deflection and buckling modes without rotating the sample utilizing the contact resonance of either deflection or buckling mode to allow 3D PFM imaging without sample rotation– Performed controlled PFM experiments on two different surfaces, (110) and (001) of hexagonal manganites with in-plane and out-of-plane polarization, respectively

May 2017 - Aug 2017

Legal Intern

Greater New York City Area

– Created matter forms in Excel and ran matter and invoice reports in CounselLink– Generated legal documents (e.g. contracts, engagement letters) in HotDocs

Jun 2015 - Sep 2015
Team & coworkers

Colleagues at Physical Sciences Inc.

Other employees you can reach at psicorp.com. View company contacts for 269 employees →

2 education records

Grace Cai education

Doctor Of Philosophy - Phd, Applied Physics/Biophysics

Laboratory of Cellular and Molecular Systems - Advisor: Dr. Allen Liu “Mechanobiology of Jamming: From Collective Migration.

Bachelor’S Degree, Physics/Economics Double Major

Complex Rheology And Many-body systems (C.R.A.M. Lab) - Advisor: Dr. Kerstin Nordstrom “Molecular dynamics simulation of granular flows.

FAQ

Frequently asked questions about Grace Cai

Quick answers generated from the profile data available on this page.

What company does Grace Cai work for?

Grace Cai works for Physical Sciences Inc..

What is Grace Cai's role at Physical Sciences Inc.?

Grace Cai is listed as Principal Scientist at Physical Sciences Inc. at Physical Sciences Inc..

What is Grace Cai's email address?

AeroLeads has found 1 work email signal at @umich.edu for Grace Cai at Physical Sciences Inc..

Where is Grace Cai based?

Grace Cai is based in Andover, Massachusetts, United States while working with Physical Sciences Inc..

What companies has Grace Cai worked for?

Grace Cai has worked for Physical Sciences Inc., University Of Michigan, Mount Holyoke College, Rutgers University, and Pinebridge Investments.

Who are Grace Cai's colleagues at Physical Sciences Inc.?

Grace Cai's colleagues at Physical Sciences Inc. include Katharine Lunny, Bob Minelli, Ella Wu, Jackson Wolfe, and Christine Hall.

How can I contact Grace Cai?

You can use AeroLeads to view verified contact signals for Grace Cai at Physical Sciences Inc., including work email, phone, and LinkedIn data when available.

What schools did Grace Cai attend?

Grace Cai holds Doctor Of Philosophy - Phd, Applied Physics/Biophysics from University Of Michigan.

What skills is Grace Cai known for?

Grace Cai is listed with skills including Stata, C++, Matlab, Python, Java, R, Afm, and Data Analysis.

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