Abstracts

Time Flies: Querying and Exploring Large Time-Dependent Data Sets (2026-US-30MP-2969) Defectivity reduction efforts drive large-scale investigations of historical process data in photoresist manufacturing. For production engineers at Inpria, this data is stored as time series data on an SQL database. Data is recorded from equipment sensors every two seconds. As a result, large-scale investigations of new data metrics are time-consuming and present serious data integrity challenges. ...

Skill level: beginner

Jack Phelps Inpria Corporation

Genomics Studio (2026-US-PO-2888) The rapid growth of high-throughput omics technologies has created a need for integrated, user-friendly tools that enable robust and scalable analysis of complex biological data. In JMP Pro 20, we introduce the Genomics Starter, a structured and intuitive interface designed to streamline end-to-end workflows across genomics, transcriptomics, and microbiome studies.Inspired by the familiar JMP Start...

Skill level: intermediate

Farzaneh Rastegari and others

Exploring Patient Patterns Within Population Trends in Treatment Response (2026-US-PO-2977) Pharmacokinetic (PK) and electrocardiogram (ECG) measurements from clinical trials provide critical insight into drug behavior and cardiac safety. PK data describe how drug concentrations change over time, while ECG data, particularly heart rate-corrected QT intervals (QTc), indicate cardiac risk. Both data types are longitudinal and are routinely summarized at the population level in ways that can...

Skill level: intermediate

Divya Tailor Gillings School of Global Public Health

Structuring Curve and Spectral Instrument Data for Exploration and Modeling (2026-US-30MP-2923) Instruments often primarily designed for data collection produce rich curve and spectral‑based data, but their associated software typically supports only limited, domain‑specific analysis. Once loaded into JMP, even small changes in how the data is structured can enable far more flexible and interactive analysis.This presentation shows how JMP is used interactively to structure instrument output i...

Skill level: intermediate

Ryan Cooper and others

Tips and Tricks for Analyzing Data from an Industrial Batch Process (2026-US-30MP-2879) Retrieving the data from an industrial process historian, such as an AspenTech IP.21 historian, is only the first step in the analysis of a batch process. (We previously covered those steps at the 2025 JMP Discovery Conference in Austin.) In this paper, we cover the key steps needed to gain valuable insight into your process by using real data from a batch process.We start by giving you four ...

Skill level: intermediate

Tom Bidwell ALTA Performance Materials

From OFAT to Mixture DOE: Intuitive Space Filling Designs in JMP (2026-US-PO-2938) One-factor-at-a-time (OFAT) experimentation remains common in the pharmaceutical industry, particularly during early development, despite well‑known efficiency limitations compared with design of experiments (DOE). This poster presents a gene therapy case study illustrating how JMP supported a transition from OFAT to a mixture DOE strategy through visualization‑driven design choices and intuitive e...

Skill level: intermediate

Yang Cao and others

Direct Data Input, Instant Insights: Exploring the New JMP Live Data Editor (2026-US-30MP-2919) Keeping your JMP analyses connected and current can be challenging, especially when updates are captured in spreadsheets, emails, or handwritten notes. This presentation explores new capabilities that make it easier to move quickly from updated data to insight when managing shared data between JMP and JMP Live.With JMP Live 19.5, data tables can be edited directly in the browser, removing the need ...

Skill level: beginner

Justin Chilton JMP

Data-driven Coral Reef Conservation (2026-US-30MP-2890) If you want to be a leading scientist in your field, it has historically paid to have a myopic vision; that's how most Nobel Prizes are won. However, if you want to save the world, your outlook must instead become more holistic.Coral reefs are in jeopardy across the globe due to the rising seawater temperatures associated with climate change, not to mention more local insults. However, in our field...

Skill level: intermediate

Anderson Mayfield Coral Reef Diagnostics

Graphing Revolution: A Survey of JMP Marketplace Graph Extensions (2026-US-30MP-2904) The JMP Marketplace offers many new graphing types and functionalities that were unheard just a few years ago. With more than 110 extensions available already, we risk letting useful graphing tools go undiscovered. This presentation provides an overview of must-get graphing extensions, as well as a deeper dive into a few extensions that are compelling. We feature popular graphs such as Venn diagram...

Skill level: beginner

Scott Wise and others

From Data Historian to Insight: Scalable Time-Series Workflows in JMP (2026-US-30MP-2952) Industrial time-series data is growing rapidly in both volume and complexity, driven by widespread use of systems such as the PI System and AspenTech IP.21. JMP’s Data Historian integration enables analysts to connect directly to these systems, bringing high-frequency, multistream data into JMP for interactive exploration and analysis.This presentation demonstrates practical workflows for selecting...

Skill level: beginner

Michael Hecht JMP

Tips, Tricks + Techniques for Data Tables (2026-EU-30MP-2734) JMP has always helped to reduce time to insight – but most users only scratch the surface of what is possible, in many cases overlooking one of the most powerful aspects of JMP: the data table. This session's tips, some that are new for JMP 19 and some that have been in JMP for years, show how creative use of basic table formulas, attributes, and variables can supercharge data preparation, vis...

Chris Kirchberg

Combating Antimicrobial Resistance Using Functional DOE and the Future of Assay Optimisation (2026-EU-30MP-2843) Antibiotic resistance is one of the greatest health threats facing the world. At the University of Oxford, we are pioneering a novel approach by targeting the RecBCD enzyme – a key regulator of DNA repair in bacteria. Central to this was the development of a robust, high-throughput biochemical assay, which meant navigating a complex 11-factor space.Initially limited by manual pipetting an...

Phil Kay and others

Optimizing By-product Dosage in Oilseeds Processing Using JMP Pro and the DMAIC Methodology (2026-EU-PO-2841) At one of ADM’s EMEA oilseeds plants, the operations team faced a familiar but complex question: how much by-product is just right? Adding by-product increases the commercial value of the product, but only up to the point where process constraints start to push back. Finding that balance required both a structured approach and powerful analytics. Using JMP Pro within the DMAIC (Define, Measure, Ana...

Skill level: beginner

Eduardo Rodriguez Aguilar and others

A New Exploratory Data Analysis Approach in Cardiovascular Research (2026-EU-PO-2770) Working in a research department involves extensive lab time, conducting different types of experiments and generating plenty of data, e.g., from imaging or flow cytometry. However, data analysis is often time-consuming and unpopular among laboratory technicians. Thus, efficient tools that streamline the path from raw data to meaningful results are required. While programs like Excel or GraphPad P...

Skill level: beginner

Ines Gigler

Linking Process Parameters to Dissolution Behaviour in Generic Tablet Development (2026-EU-PO-2784) In this poster, we present a modelling workflow using JMP Pro 18 to link process parameters with dissolution behaviour for a generic film-coated tablet (FCT) under development. The dissolution profile is modelled using a three-parameter Weibull growth function (Asymptote, Location, Growth Rate), automatically fitted via a custom JSL script that extracts parameters across batches and integrates the...

Rok Vogrinčič

Robust Statistical Approaches for Evaluating Dairy Cow Performance & Health in Field Study Using JMP (2026-EU-PO-2786) Accurately assessing milk yield and health outcomes in dairy herds is essential to develop effective nutritional and management strategies, yet variability remains a major challenge. JMP 19 enables thorough analysis of farm intervention data with advanced statistical comparisons, providing robust interpretation of continuous and categorical variables in an intuitive way. Continuous variables (e.g....

Skill level: beginner

Antonella Della Badia and others

Deriving Design Space for Upstream Process Optimization of Biosimilars: A JMP DOE Case Study (2026-EU-PO-2824) This case study applies a Quality by Design (QbD) approach to optimize the upstream process of a biosimilar using design of experiments (DOE) in JMP software. The goal was to derive a robust design space that enhances process understanding and control. Since its goal was to improve efficiency, a streamlined design with fewer than 30 runs was needed to identify optimal parameters while minimizing co...

Vaishali Karle

Utilising JMP for the Validation of a GxP Regulated Bioassay (2026-EU-PO-2831) The current software (MiniTab) being used requires operator input to perform statistical tests. It also lacks automation, which increases the potential risk. Certain statistical (proportionality) tests in MiniTab also require a manual reformatting of data spreadsheets to pair relevant data points together for analysis, which can pose a significant risk to data integrity. The sol...

Skill level: beginner

Benjamin Ward

Building Surrogate Models in JMP: Combining Statistical and Physical Modelling Techniques (2026-EU-30MP-2776) This presentation highlights the application of statistical modelling to perform sensitivity analysis and optimisation of complex physical models more efficiently and effectively. Physical models can often be complex, as it is the reality that they are representing, which requires significant resources for performing sensitivity analysis and makes their optimisation very chall...

Skill level: beginner

Emily Byrne

Silo Solution: Decentralize Analytics to Ignite a Data Revolution (2026-EU-30MP-2815) When JMP is initially introduced in a company, it is usually through a few analytical advocates. When they discover that JMP quickly reveals otherwise hidden data insights, they are eager to share their new learnings and findings. However, despite their efforts, the increased data awareness remains in isolated pockets. Years may pass with no further growth. The root of this does not lie in the soft...

Skill level: beginner

Christian Bille and others

Skip, Hop, and JMP a Minute: Bite-Sized JMP Wisdom from a Super User (2026-EU-30MP-2767) JMP is a powerful and versatile tool packed with more features than most of us ever discover. Over the past seven years, I have been using JMP extensively in my work. Along the way I have found ways to work more efficiently, having uncovered tricks that make using JMP faster, easier, and more fun. In this session, I share bite‑sized tips of JMP wisdom, from everyday shortcuts you’ll...

Skill level: beginner

Jarmo Hirvonen

JMP from the Ground Up: Time-Tested Features and the Mindset That Powers Them In this plenary, we invite you on a journey back to the foundational elements that have powered JMP for decades. We explore the core tools and philosophy that have made JMP an indispensable companion for engineers and scientists, from its earliest iterations to its present-day innovations. Hear from John Sall and others about how these fundamental features came about and continue to evolve. Whether...

Plenary

John Sall and others

JMP 19の新機能このプレゼンテーションでは、JMPのチーフデータサイエンティストであるChris GotwaltよりJMP 19の新機能についてご紹介します。特に今回の新リリースの目玉である、ベイズ最適化について解説します。これは、産業界における製品やプロセスの最適化のための「アクティブラーニング」フレームワークであり、製品開発プロジェクトの時間とリソースを劇的に削減します。また、以下の新機能も取り上げる予定です。プロファイラーコントロールパネルの刷新: モデルの最適化設定やカスタマイズがより簡単にできるようになります。因果関係の分析（傾向スコアマッチング）: 医療やライフサイエンス分野で重要な、観察データにおける因果関係の解明に役立ちます。 FDEにおけるピークモデリングとベースライン補正の手法

Christopher Gotwalt JMP

Transforming Console Logs into Actionable Diagnost (2025-JA-25MP-2575) 製造業、ソフトウェア開発、営業、金融など、あらゆる生産環境では、膨大な量のプロセスログが生成されます。これらのプレーンテキストのログには、システムの健全性を監視し、障害箇所を特定し、継続的な改善を推進するために活用できる貴重な情報が埋もれています。このプレゼンテーションでは、JMPのDevOpsチームがどのようにして、非構造化されたコンソールログをJMPのデータテーブルに変換し、日々の診断用グラフをJMP Liveに公開するための自動化されたパイプラインを構築したかについて説明します。

Melanie Drake JMP Statistical Discovery, LLC

JMPを活用したシックスシグマの実践トレーニング (2025-JA-50MP-2724) 弊社では創立以来、顧客企業の変革人材を育成したいというニーズに対し、変革のための様々なトレーニングや実践活動プログラムの導入を支援してきた。特に課題解決能力向上については、グローバル標準であるシックスシグマをベースとした実践型トレーニングの導入を支援してきた。シックスシグマはデータドリブンなプロジェクト型の問題解決手法でもあり、グラフ分析、仮説検定、実験計画法などが多用される。シックスシグマではY=f(X)という伝達関数の最適化、プロセス能力の向上を目指しており、JMPはそのメニュー構造からみて、非常に親和性が高い。直感的に操作ができることからトレーニング参加者にも推奨しやすい。弊社では、カタパルト演習による実験計画法の実践学習をさせている。ゲージR&Rから始まり、現状のプロセス能力分析、スクリーニング実験、完全実施実験を行い、最適解を決定したうえで、再設計後のプロセス能力分析をさ...

Skill level: beginner

坂本勝彦 株式会社ジェネティックパートナーズ

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