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2 changes: 1 addition & 1 deletion CNAME
Original file line number Diff line number Diff line change
@@ -1 +1 @@
jayrobwilliams.com
missa7481.github.io
32 changes: 16 additions & 16 deletions _config.yml
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Expand Up @@ -7,13 +7,13 @@

# Site Settings
locale : "en-US"
title : "Rob Williams"
title : "Zihui Ma"
title_separator : "-"
name : &name "Rob Williams"
description : &description "Postdoc in Political Science"
url : https://jayrobwilliams.com # the base hostname & protocol for your site e.g. "https://mmistakes.github.io"
name : &name "Zihui Ma"
description : &description "Phd @ UMD"
url : https://missa7481.github.io # the base hostname & protocol for your site e.g. "https://mmistakes.github.io"
baseurl : "" # the subpath of your site, e.g. "/blog"
repository : "jayrobwilliams/jayrobwilliams.github.io"
repository : "missa7481/missa7481.github.io"
teaser : # filename of teaser fallback teaser image placed in /images/, .e.g. "500x300.png"
breadcrumbs : false # true, false (default)
words_per_minute : 160
Expand Down Expand Up @@ -57,7 +57,7 @@ yandex_site_verification :

# Social Sharing
mastodon:
username : "fosstodon.org/@jayrobw"
username : #"fosstodon.org/@jayrobw"
twitter:
username :
facebook:
Expand All @@ -84,32 +84,32 @@ analytics:

# Site Author
author:
name : "Rob Williams"
name : "Zihui Ma"
avatar : "profile.png"
bio : "Data Scientist"
bio : "PhD @ UMD"
location :
employer :
pubmed :
orcid : "http://orcid.org/0000-0001-9259-3883"
googlescholar : "https://scholar.google.com/citations?user=fiaPSmgAAAAJ"
email : "rob.williams@wustl.edu"
researchgate : # example: "https://www.researchgate.net/profile/yourprofile"
orcid : "http://orcid.org/0000-0002-2836-280X"
googlescholar : "https://scholar.google.com/citations?user=-lWZw2IAAAAJ&hl=en"
email : "zma88@umd.edu"
researchgate : "https://www.researchgate.net/profile/Zihui-Ma-3"
uri :
bitbucket :
codepen :
dribbble :
flickr :
facebook :
foursquare :
github : "jayrobwilliams"
gitlab : "jayrobwilliams"
github : "missa7481"
gitlab : #"jayrobwilliams"
google_plus :
keybase :
instagram :
impactstory : #"https://profiles.impactstory.org/u/xxxx-xxxx-xxxx-xxxx"
lastfm :
linkedin :
mastodon : "fosstodon.org/@jayrobw"
linkedin : "linkedin.com/in/zihui-helen-ma-b77382a4"
mastodon : #"fosstodon.org/@jayrobw"
pinterest :
soundcloud :
stackoverflow : #"https://stackoverflow.com/users/10912314/jayrobwilliams"
Expand Down
10 changes: 5 additions & 5 deletions _data/navigation.yml
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Expand Up @@ -6,14 +6,14 @@ main:
- title: "Research"
url: /research/

- title: "Research2"
url: /research/

- title: "Teaching"
url: /teaching/

- title: "Software"
url: /software/

- title: "Posts"
url: /posts/
- title: "Talks"
url: /talks/

- title: "CV"
url: /cv/
26 changes: 7 additions & 19 deletions _pages/about.md
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Expand Up @@ -8,23 +8,11 @@ redirect_from:
- /about.html
---

Welcome! I am a data scientist applying machine learning tools and causal
inference techniques to remote sensing data. I am also an affiliated
researcher with the [Data-driven Analysis of Peace Project](https://dapp-lab.org)
and a research collaborator with the
[Research on International Policy Implementation Lab](https://bridgingthegapproject.org/ripil).
Greeting! I am a Ph.D. candidate in the deparment of civil and environmental engineering (CEE) at the University of Maryland (UMD), currently conducting reserach as part of [Dr.Baecher's](https://cee.umd.edu/clark/faculty/244/Gregory-B-Baecher) esteemed reserach group. I am also a research collaborator with the
[Risk-Informed Solutions in Engineering Laboratory](https://riselab.umd.edu/). I received M.S.in civil engineering in project management from UMD in 2020 and M.S.in civil engineering in structure engineering from San Franciso State University (SFSU) in 2018.

My academic work has been published or is forthcoming in esteemed journals such as the *International Journal of Disaster Risk Reduction*, the *Journal of Biomedical Informatics*, the *Journal of Construction Engineering and Management*, the *Fire Safety Journal*, and the J*ournal of Air Transport Management*, among others. These [researches](reserach) focus on harnessing crowdsourced information to enhance informed decision-making in emergency management spanning a spectrum from disaster response and pandemic preparedness to humanitarian crises. The ultimate goal is to play a role in fostering resilient and sustainable communities, thus contributing to a better future for all.




I earned my Ph.D in Political Science from the
[University *of* North Carolina *at* Chapel Hill](https://www.unc.edu) and my
B.A. in Political Science from [Haverford College](https://www.haverford.edu).
My academic work has been [published](publications) or is forthcoming in
*International Studies Quarterly*, *Conflict Management and Peace Science*,
*Political Science Research and Methods*, and *PS: Political Science & Politics*,
among other outlets. This [research](research) explores the causes and
consequences of political violence using a broad variety of methods such as
latent variable models, geospatial analysis, and big data. While primarily
focused on civil conflict, it also examines contentious political phenomena
including terrorism and economic statecraft, and develops new measures of
institutions in international relations. I have [teaching](teaching) experience
in both quantitative methodology and international relations, and am a certified
instructor with [The Carpentries](https://carpentries.org).
4 changes: 2 additions & 2 deletions _pages/cv.md
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Expand Up @@ -7,6 +7,6 @@ redirect_from:
- /resume
---

<iframe src="/files/pdf/Williams CV.pdf" width="100%" height="500" frameborder="no" border="0" marginwidth="0" marginheight="0"></iframe>
<iframe src="/files/pdf/Zihui Ma_CV2023.pdf" width="100%" height="500" frameborder="no" border="0" marginwidth="0" marginheight="0"></iframe>

You can download a PDF copy of my CV [here](/files/pdf/Williams CV.pdf).
You can download a PDF copy of my CV [here](/files/pdf/Zihui Ma_CV2023.pdf).
28 changes: 8 additions & 20 deletions _pages/research.md
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Expand Up @@ -7,27 +7,15 @@ header:
og_image: "research/ecdf.png"
---

My academic research falls into two main areas: understanding the influence of
geography on actor behavior before, during, and after civil conflict, and
developing new tools to improve the study of institutions (both formal and
informal) in peace and conflict. One strand of research in this first area
explores how the territories that ethnic groups inhabit shape rebel group
formation and condition their relationship with the state. My interest in
geography also informs projects on active conflicts including the targeting of
UN peacekeepers by insurgent groups, civilian victimization after rebel
territorial conquest, and communal violence in fragile settings.
My primary research thrust revolves around the effective utilization of human-generated data, with a specific
emphasis on harnessing crowdsourced information. My objective is twofold: firstly, to advance our comprehension
of community resilience and to facilitate informed decision-making and management strategies for
natural disasters and unforeseen events. Secondly, to explore the nexus of humans, infrastructure, and climate change in urban environments,
with a vision of contributing to a sustainable future. At the core of my research lies a robust data-driven
framework, encompassing cutting-edge techniques such as machine learning, deep learning, and epidemic
modeling. My research interest extends across several pivotal domains: computational simulations for infrastructure
reliability, AI-enabled risk assessment and monitoring, and transforming education with AI.

My other main research agenda uses advanced methods to develop new measures of
institutions. One project uses Bayesian item response theory to measure the
strength of peace agreements as a latent variable and free researchers from
post-treatment bias caused by using the duration of agreements as a proxy for
their strength. In others, I apply unsupervised learning techniques to over a
billion observations of product-level international trade data to measure
economic interdependence and illicit economic exchange.

In a new avenue of research, I leverage social media data to explore
participation in extremist movements across multiple contexts, gaining insight
into the early stages of radicalization.

<nbsp>

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44 changes: 14 additions & 30 deletions _pages/teaching.md
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Expand Up @@ -3,38 +3,22 @@ permalink: /teaching/
title: "Teaching"
---

Research plays a central role in my teaching as students improve their
analytical skills and master the tools of data analysis through hands-on
experience. I have taught undergraduate courses on political violence and
statistical methodology. While at UNC, I taught the graduate statistics lab for
Advanced Topics in Political Data Science, where my work was recognized by the
Political Science Department's Earle Wallace Award for Graduate Student
Teaching. I also served as a teaching assistant for courses in international
relations and American politics at UNC, in addition to the ICPSR Summer Program
where I was a teaching assistant for a course on Bayesian modeling in the social
sciences. I am also a
[certified instructor](https://carpentries.org/instructors/#jayrobwilliams) with
[The Carpentries](https://carpentries.org/), which develops evidence-based
methods for teaching "essential data and computational skills for conducting
efficient, open, and reproducible research."
My journey through teaching and mentoring has been a profound and evolving experience.

## Teaching Assistant (mentored over 300 studnets)
- Project Cost Accounting and Finance (ENCE661)
- Introduction to Project Management (ENCE320)
- Introduction to Construction Management (ENCE325)
- Legal Aspects of Architectural and Engineering Practice (ENCE425)

You can view my teaching portfolio [here](/files/pdf/teaching/Portfolio.pdf).
You can find a selection of my teaching materials, including all of the labs
from Advanced Topics in Political Data Science, [here](/teaching-materials).
## Course Designer

## Washington University in St. Louis
- Pol Sci 3090: The Scientific Study of Civil War (Spring 2020)
- [Syllabus](/files/pdf/teaching/PS 3090 Syllabus.pdf)
- Pol Sci 3171: International Conflict Management & Resolution (Fall 2019)
- [Syllabus](/files/pdf/teaching/PS 3171 Syllabus.pdf)
Edx course: [Developing the Risk Management Plan with Expert Judgement](https://www.edx.org/learn/engineering/the-university-of-maryland-college-park-developing-the-risk-management-plan-with-expert-judgement).

## The University of North Carolina at Chapel Hill
- Poli 281: Quantitative Research in Political Science (Spring 2019)
- [Syllabus](/files/pdf/teaching/POLI 281 Syllabus.pdf)
- Poli 891: Lab for Advanced Topics in Political Data Science (Fall 2017, Fall 2018)
- [Syllabus](/files/pdf/teaching/POLI 891 Syllabus.pdf)
## Mentor
- Topic 1: "Impact of hurricanes on healthcare facilities" for one graduate student
- Topic 2: "The application of natural language processing in nature disaster” for one undergraduate studnet
- Topic 3: "Misinformation in pandemic" for one undergraduate student

## ICPSR Summer Program
- Introduction to Applied Bayesian Modeling (Summer 2017)
- [Syllabus](/files/pdf/teaching/bayes2017.pdf)

Central to my teaching and mentoring philosophy is the commitment to fostering inclusive classroom environments that actively embrace diversity and encourage open dialogue. I am dedicated to ensuring that every student, regardless of their background, feels empowered to express their ideas and participate in critical discussions.
21 changes: 0 additions & 21 deletions _research/conflict-preemption.md

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