Case Studies
Transforming High Throughput Screening Data into Actionable Insights with Data Modeling and Visualization A mid-size small molecule cancer therapeutics biotechnology company using a custom high throughput screening (HTS) platform sought to target previously undruggable oncology targets. Their core group of researchers are incredibly motivated and enthusiastically pursuing novel cancer treatments. They came to Enthought looking…
Read More
Idemitsu’s Path to R&D Digital Transformation Idemitsu has a rich 100 year history of developing products alongside leading OEMs from project onset, and today is looking to bring new products to market that demonstrate their commitment to a carbon neutral and circular society. As one of the most innovative energy materials manufacturers in the world,…
Read More
Freescale Semiconductor needed to transform their testing processes. Freescale’s High Speed Signal Integrity (HSSI) group is responsible for testing the electrical characteristics of the communications subsystems of the chips Freescale makes. The standards bodies for the serial communications protocols that Freescale implements set criteria for things like the amount of electrical noise the chip needs…
Read More
A Specialty Chemical Company Wanted to Remove the Bottleneck from their Polymer Scale-Up Process Many of the high tech products we interact with on a daily basis are enabled by the use of specialty plastics that are carefully engineered to have a wide range of critical properties (mechanical, optical, electrical, thermal) that must be co-optimized…
Read More
Use AI techniques to efficiently extract mineralogy and grain size statistics from thin sections Thin sections provide the closest examination of in situ rock properties, essential for accurate reservoir characterization and reserves estimates. Standard analysis techniques such as point counting yield the types of constituent minerals and their shape characteristics, however this is a time…
Read More
Educating and developing a culture of responsible energy consumption The EnergizAIR project is presented both to show the innovative technology and methodology to solve the challenge, and to demonstrate Enthought’s time-proven expertise in designing and delivering solutions. The EnergizAIR project ran from 2010-2012, with phase 2 continuing into 2015. EnergizAIR is a European Commission, Intelligent…
Read More
Shell needed a way to effectively visualize a new scientific measurement Controlled-Source Electromagnetic sounding (CSEM) is a new tool for marine oil exploration. Sensitive electric and magnetic field detectors are deployed to the seafloor over a prospect. A ship then tows a low-frequency electric source over the detectors. Variations in the electromagnetic properties of the…
Read More
ConocoPhilips wanted to make pore pressure predictions with limited data sets Logs from two wells and a limited set of 2D and 3D seismic were the only data available to model subsurface pressure. With this limited data set and available software, it was difficult for CoPEG to develop confident models, as well as visualize comparisons…
Read More
Help ConocoPhillips apply advanced AI techniques to Amplitude Versus Angle (AVA), seismic analysis Amplitude Versus Angle (AVA), seismic analysis is a well-established oil exploration tool. A set of seismic data around a particular point looking at a particular depth under ground can be summarized by numbers called attributes. Different rock properties, like being filled with…
Read More
ConocoPhillips wanted a more flexible way to model rock physics An important activity in characterizing reservoirs is constructing models of rock physics, which represent how properties of rocks result in observable characteristics. This model-centric approach contrasts with an analysis-based approach, which reasons backwards from observables to rock properties. The process used in the model-centric approach…
Read More