Emily Tucker
@emilyltucker.bsky.social
600 followers 570 following 84 posts
Industrial Engineer and Operations Researcher • Assistant Professor at Clemson • Christian • Improving Access to Social Good in Systems Under Strain
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The aquarium had a whole building showing fish/reptiles/etc. from inland waters (the focus of our paper), and it was fun to see so many fish from our study areas.
River giant sign Fish Fish
Y’all science is so cool.

(A) I’m at a quantum workshop in Chattanooga, cool in itself, and the reception is at the aquarium.

(B) These two fish are arapaima! They are massive. Gretch (lead of my fish paper) lived on a boat in the Amazon tracking them for nearly a year for her MS thesis.
Emily in front of 2 arapaima (6+ ft long each)
Side bar for bluesky - I love that we were able to use dancing people as the icons in the final version. This captures some of the underlying joy I have in getting to model :)
The paper's goal is to present a framework to support the process of applied optimization model development.

We've observed that much modeling occurs in an iterative, though ad hoc way. The paper aims to provide a theoretical grounding for this process.

I.e., to support the figure's right panel.
Nominal view of modeling (left panel) vs. contextualized view of modeling (right panel). Contextualized view includes modelers, stakeholders, context, and the model.
We applied the framework to the problem of locating hand sanitizer stations on a university campus during COVID-19.

In general, we aim to present one option to add a bit of rigor to the process of stakeholder interaction and hope this could support better decisions in practice.
Building schematic. It includes candidate and selected locations for sanitizer stations.
The framework is embedded in concepts from the field of Cognitive Systems Engineering.

Note how the modelers' perspectives on the problem (mental models) are shaped by interviews and affect the resulting model version.
Diagram of the framework. The steps are: start, interview stakeholders, conduct qualitative analysis, modelers update mental models, gather quantitative data, develop model version, and evaluate model. If the model is deemed sufficient, the process concludes. Else the stakeholders may update mental models, and the process repeats beginning with more interviews.
The paper's goal is to present a framework to support the process of applied optimization model development.

We've observed that much modeling occurs in an iterative, though ad hoc way. The paper aims to provide a theoretical grounding for this process.

I.e., to support the figure's right panel.
Nominal view of modeling (left panel) vs. contextualized view of modeling (right panel). Contextualized view includes modelers, stakeholders, context, and the model.
The paper's goal is to present a framework to support the process of applied optimization model development.

We've observed that much modeling is done in iterative though ad hoc way. The paper aims to provide a theoretical grounding for this process.

i.e., to support the right panel of the figure
Two panel figure. The left panel presents a nominal view of modeling (OR modelers and the model). The right panel presents a contextual view of modeling (with OR modelers, the model, context, and stakeholders).
Fourth Annual Clemson IE Research Group Olympics!

Congrats to the combined BEST and PHASE lab team for taking home the trophy.

My group got 2nd place!
Winning team Group picture Representatives from the Tucker Research Group
I was at Western Carolina U today chatting about quantum computing. I had a great visit, and I love getting to drive through the mountains.
Emily standing in front of a lake and mountains.
Policies:

Can pricing supplements improve access in low and lower-middle income countries? Yes.

Does back-shoring to the US help shortages? Not really.

Do bilateral alliances help shortages? Not really.
Findings (cancer drug case study):

Who is affected when a company doesn't plan for geopolitical strain?
- Company profit - minor (1-3% decrease)
- Patients - major (26-29% increase in shortages).

There are differences in shortages between countries of different income levels due to pricing
Map of worldwide expected shortages in status quo
It's about global pharma supply chains, geopolitical strain, and drug shortages:

- We present a new model to locate facilities in spite of export ban risks.

- We evaluate shortages worldwide: under different levels of strain and different mitigation policies.
Model structure: first-stage variables (location decisions); uncertainty realization (capacity, demand, and geopolitical strain); second-stage decision variables (raw materials, distribution, shortage)
Done - apologies I missed this!
I love older papers.

Lenstra and Kan, 1979 "Computational Complexity of Discrete Optimization Problems" Annals of Discrete Mathematics

#orms
"we shall be happy to award a chocolate windmill to the first person..."
Clemson 😅😅😅

Ended up losing by two.

It’s March!!
Clemson has 13 total points at halftime. Tigers have turned the ball over 10 times and are 1-of-15 from three.
Reposted by Emily Tucker
Ah, yes, the universal symbol of applied mathematics: the yellow cow with orange stripes.
Here is the Application Cow for all your mathematical needs
An orange and yellow striped cow in an 1842 math manuscript
This article gives some more information on the REU cancellations this summer.

It sounds like the current cancellations are coming from programs that were expecting to be renewed but weren't this cycle. More might be coming with the general budget volatility.

Tbd.

www.science.org/content/arti...
NSF downsizes summer research program for undergraduates
Many participants are from groups underrepresented in science
www.science.org
For transparency:

At this point, Clemson IE's REU is still on for this summer. We haven't heard anything to the contrary, thankfully. I'll keep y'all posted if that changes.

cecas.clemson.edu/hcore/