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Materials Science (2)
From Data to Discovery: Exploring the Potential of Generative Models in Materials Informatics Solutions
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The Importance of Large Language Models in Science Even If You Don’t Work With Language
Jun 11, 2023|Life Sciences, Materials Science, Technology, Transformation
Configuring a Neural Network Output Layer
Introduction
If you have used TensorFlow before, you know how easy it is to create a simple neural network model using the Keras API. Just create an instance of the Sequential model class, add the number of desired layers and accompanying layer nodes, define the activation functions to be used by each layer, and compile your model by providing an optimizer and loss function. Right? While this process is simple enough to grasp conceptually, it can quickly become an ambiguous task for those just getting started in deep learning.
Making the Most of Small Data in Scientific R&D
March 9, 2023|Life Sciences, Materials Science, Transformation
Extracting Value from Scientific Data to Accelerate Discovery and Innovation
Digital transformation is reshaping industries, demanding scientific organizations to adapt and remain competitive in the rapidly changing landscape. Data lies at the heart of this transformation, providing the foundation for strategic decision-making and innovative breakthroughs. To achieve sustained success and outpace the competition, visionary leaders understand the need to not only keep pace with digital advancements but to stay ahead through continuous innovation and adaptation.
3 Trends for Scientists To Watch in 2023
As a company that delivers Digital Transformation for Science, part of our job at Enthought is to understand the trends that will affect how our clients do their science. Below are three trends that caught our attention in 2022 that we predict will take center stage in 2023.
Digital Transformation of the Materials Science R&D Lab
“Digital transformation”, “machine learning”, and “artificial intelligence” are buzzwords heard in every industry, from the boardroom to the lab.
We asked Dr. Michael Heiber, lead of Enthought’s Materials Informatics solutions, about what these technology trends mean for the future of materials and chemical labs and product development.
Takeaways from SEMICON West 2021
SEMICON West 2021 lived up to its status as the signature conference for the extended microelectronics supply chain. Business and technology leaders, researchers, and analysts from across the semiconductor industry connected in-person and virtually for a 360 view of technological and market trends.
Enthought’s Takeaways from SEMI SMC 2021
At this year’s SEMI Strategic Materials Conference, leaders in the semiconductor industry across the supply chain came together to discuss the big challenges and opportunities that are likely to emerge over the next 5 years.