Abstracts

Unleashing the Power of Our Story Shayla Rivera invites us to expand the passion for data inward—toward the most powerful dataset we each carry: our own story.We are often told to look only ahead—plan the future, leave the past behind. Yet our lived experiences are rich with information, knowledge, resilience, and triumphs waiting to be rediscovered. By revisiting our stories with fresh perspective, acceptance, and even humor, we u...

Plenary

Shayla Rivera

Enterprise Add-in Management Strategies (2025-US-30MP-2576) As JMP adoption grows across an organization there is, almost invariably, a point where the users begin to develop add-ins for broad adoption. This trend also generally leads to a discussion around how best to manage these add-ins. Many systems, using JMP itself or command line tools like Git, have been proposed, but can be unwieldy. In this session we demonstrate how tools buil...

Skill level: intermediate

Mike Anderson and others

Bayesian Optimization: A Goal-Oriented Approach for Process Development (2025-US-30MP-2554) In the fab environment, wafer value is at a premium, and process innovation must be achieved with minimal wafer risk and resources. When working to improve or change a process outcome (e.g., reduce roughness or achieve a target etch depth), the experimentation process typically requires approval for a predetermined number of wafers and amount of time. When placed under such tight constraints, what ...

Skill level: intermediate

Peter Polito and others

Exploring Global Trends in Coral Reef Health with JMP Pro (2025-US-30MP-2478) Coral reefs across the planet are threatened by the rising temperatures associated with climate change. Not only do we simply need to better understand what we have to lose, but we must exploit unbiased approaches for ensuring that the optimal conservation or restoration approach deployed is actually the one that maximixes cost/benefit: greatest positive impact for corals and other reef-dwelli...

Skill level: intermediate

Anderson Mayfield

Short Runs, Big Data, No Problem: A Control Chart Remix (2025-US-30MP-2585) As manufacturing processes grow more complex, so does the challenge of effectively monitoring the countless input and output parameters that drive quality and yield. Traditional control charts often fall short when faced with high-dimensional data or small batch sizes run across shared equipment. This session explores an innovative solution: a short run model driven multivariate control chart that ...

Skill level: intermediate

Chris Dennis

Understanding Bioprocess Complexity: Advanced Analytical Profiling and JMP (2025-US-30MP-2597) The biopharmaceutical industry has generated many valuable products. Yet if the analytical tools used are difficult to operate or don't work in concert, practioners can struggle to understand the complex systems they employ to achieve those Eureka moments. We demonstrate a real-world example of the powerful combination of routine PAT (process analytical testing) using chemical analytics performed b...

Skill level: intermediate

Patrick Boyce and others

Lies, More Lies, or Just Statistics? JMP FDE Will Be the Judge (2025-US-30MP-2539) Polygraph examinations play a very important role in such situations as event investigations and employment screenings. Polygraph examinations monitor psychological reactions to determine if an individual is being deceptive or telling the truth. Being able to determine if an individual is being deceptive with a non-biased approach is of utmost importance. Many of the scoring techniques used to...

Skill level: intermediate

Megan Pennington and others

Insights from Transforming Factorial Variables into Mixture Variables (2025-US-30MP-2524) This presentation examines an initially routine DOE aimed at elucidating the effects of various resin synthesis variables on the properties of a coating. Preliminary data analysis uncovered several promising correlations between the synthesis parameters and the resulting coating characteristics. To enhance our understanding, we developed a theoretical framework to predict the individual compon...

Skill level: intermediate

David Fenn

15 Things You Didn't Know You Can Do in Control Chart Builder (2025-US-30MP-2465) Did you know there’s an option to show only the last 20 subgroups on a control chart? Now that Control Chart Builder has been around for more than 15 years, the feature set has matured, bringing in many new features together with all the features you love from the legacy dontrol charts. This talk covers detailed dialogs, limits manipulation, saving and retrieving, along with other new features...

Skill level: beginner Skill level: intermediate

Annie Dudley JMP Statistical Discovery, LLC

Models, Bootstraps, and Monte Carlo...Oh My! Designing With Small Samples (2025-US-30MP-2503) In the development of new products or processes, sample sizes are often small. Even so, we want to make educated decisions about the performance of the new product or process. This presentation demonstrates the use of bootstrapping, modeling, and Monte Carlo simulation to understand how a process might perform, even with small samples. Because these tools are readily available i...

Skill level: intermediate

Dale Human

Using JMP to Improve and Automate Analytic Workflows in Complex Processes (2025-US-30MP-2498) Are your organization’s data practices inefficient and delivering inflexible reports? The ingredient company Amyris has built out the capabilities to generate an unprecedented scale of data in the synthetic biology industry by integrating automation, data capture, and analytics. A review of current data operations established that JMP is a powerful tool for scientific analysis methodologies a...

Skill level: beginner

Stefan Moser

So Many Designs, So Little Time: From Compare Designs to Design Explorer (2025-US-30MP-2569) With the numerous options available in JMP's Custom Design and DOE menus, choosing the right design can be overwhelming. In this session, we guide you through the process of evaluating and comparing different designs using the Compare Designs platform. We also explore the Design Explorer feature in Custom Design, highlighting its capabilities in JMP 19 to consider a variety of screening d...

Skill level: intermediate

Ryan Lekivetz JMP Statistical Discovery, LLC

100 Years of the Control Chart: JMP Live Brings SPC to the Masses (2025-US-30MP-2553) Walter Shewhart delivered the first control chart more than 100 years ago, yet the integration of statistical process control (SPC) methodologies into real-world shop floors can be prohibitively burdensome. The engineers tasked with implementing SPC come up against challenges, including sourcing and integrating many different data formats, learning many intermediate tools that often do n...

Skill level: intermediate

Kevin Gaffney and others

Semiconductor Spin Coating Application: Optimization of Coat Uniformity (2025-US-PO-2588) My project covers the application of solution coating onto a semiconductor wafer and the optimization of the process inputs. The goal is to improve targeting capability of outputting a consistent thickness and minimizing the thickness standard deviation, providing a more uniform thickness measurement across the entire surface of the wafer. The tools used in JMP include DOE, Fit Least Squares a...

Skill level: beginner

Nicholas Schlichter

Using JMP as an SPC Interface (2025-US-PO-2533) Companies often rely on outdated software for statistical process control (SPC) to monitor manufacturing processes. Numerous other SPC programs are in use by industry, but companies often stick with legacy programs that make data analysis and presentation difficult for users. This poster presents a method to create SPC charts to present film thickness data for furnaces that are comm...

Skill level: intermediate

Cody Sandquist

Automatically Updated Multivariate Control Charts with JMP Live (2025-US-PO-2526) This presentation examines a workflow created using a multivariate control chart for an industrial process system. First, a PLS model is created to predict a result from the process, such as yield or the protein content of a product, just to name a couple examples. From there, a model-driven multivariate control chart (MDMCC) is created, representing the variables crit...

Skill level: beginner

Drew Luebe

Data Automation and Visualization for Accelerating Cell Therapy Development (2025-US-PO-2512) Cell therapy and analytical development workflows involve complex data that must be processed and visualized to provide meaningful insights. Our team at Takeda Pharmaceuticals U.S. Inc. aims to develop a streamlined, automated solution that enables lab users to visualize and analyze cell therapy data effectively. By automating the generation of processed data tables and dynamic dashboards, our...

Skill level: intermediate

Maria Reyna Fernandez

Empowering Process Control: JMP for Predictive Models for Optimization (2025-US-PO-2496) In oil refining, a key optimization technique is to provide continuous online control to quality variables with infrequent sampling. It requires an empirical predictive model of the quality variable based on online process conditions. This model is then used as an inferred variable, which can be utilized in a continuous control algorithm. There are several pitfalls where models with strong fit stat...

Skill level: intermediate

Andrew Weaver

Automating Statistical Comparison Analyses with a JMP Add-In (2025-US-PO-2477) As a statistician working at a CDMO, I frequently conduct comparability studies on diverse data from various departments. These studies involve comparing methods, scales, sites, years, and more. Our general approach includes visual comparisons, variance tests, t-tests, and TOSTs. However, analyzing numerous variables and data sets can be time-consuming, particularly as TOSTs require manually enteri...

Skill level: intermediate

Abigail Collins

Image Classification Example using JMP Pro Deep Learning Add-in (2025-US-PO-2460) At consumer product companies, it is important to develop forecasting stability models to predict product shelf life or long-term stability failure risk at the early stage of product development. Time-lapse photography (TLP) has been established as principal tool to measure physical stability of liquid consumer products. An AI/deep learning model had been previously developed using Python to p...

Skill level: advanced

Fangyi Luo and others

Understanding Key Decision Factors in Course Selection Using Choice Design (2025-US-PO-2417) Selecting the right Black Belt training program is a crucial decision for professionals seeking to enhance their expertise in Six Sigma methodologies. To understand the most influential factors in this decision-making process, I conducted a choice design experiment with more than 80 participants via LinkedIn polls. The study evaluated five key attributes, including pricing, training modality, ...

Skill level: intermediate

Matheus Sguissardi

Identifying Sentiment in Mistreatment of Reverse Mortgage Borrowers & Heirs (2025-US-PO-2411) Consumer advocacy organizations reviewing lawsuits against reverse mortgage lenders identify hostile treatment of older borrowers and their heirs. The Consumer Financial Protection Board (CFPB) collected official complaints and provides an analysis file (as of end of 2024). Borrowers’ reverse mortgages may be foreclosed for failure to pay taxes and assessment, failure to pay insurance, or fail...

Skill level: beginner

Lawrence Nitz

Evaluating the Impact of Torpedo Bats in Major League Baseball Using JMP (2025-US-PO-2409) Torpedo bats, which diverge from the traditional tapering bat shape, have drawn widespread attention following a surge in power production from players adopting them. While the spike in home runs has sparked public interest, this project investigates whether the unique bat design corresponds with measurable changes in player performance. Using MLB Statcast data accessed via PyBaseball and Baseball ...

Skill level: intermediate

Ryan Cooper and others

Ready to Retire? Multigenerational Financial Insights with JMP (2025-US-30MP-2431) In this presentation, we showcase the power of JMP to address a real-life question: Are we ready to retire based on our current financial situation and prospects? Using JMP's interactive platforms, we conduct multivariate analysis, graphic building, and text analytics to understand retirement trends across generations.Gen X faces unique retirement challenges, including potential savings shortfalls ...

Skill level: intermediate

Giselle Beeker and others

Using Images for Processing and Analysis (2025-US-30MP-2306) Images are an often-underutilized data source in analysis tasks. This presentation explores various methods for integrating images into JMP workflows, from importing and processing to use in modeling and experimental design. Using a fictional case study approach, this presentation begins by showing how to create, import, and use images in JMP data tables. Next, a free JMP Marketplace extensio...

Skill level: intermediate

Jed Campbell

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