Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...

In production engineering, the identification of optimal process parameters is essential to advance product quality and overall equipment effectiveness. Optimizing and adapting process parameters ...

In this work, we develop a new framework for designing experiments that are robust to model misspecification through generalised Bayesian inference. This repository contains the files needed to ...

Austin-based designer Avery Cox crafted a listening room dubbed “Blue in Green.” As the designer explains, the name was much more than a reference to the room’s colors (the walls are Benjamin Moore’s ...

Introduction: The plant suspension cell culture Bright Yellow-2 (BY-2) can be an economic platform for producing complex biopharmaceuticals like cytokines and antibodies at small- and medium-scale ...

This story is part of Fast Company’s 2025 Innovation by Design Awards. Explore the full list of companies creating products, reimagining spaces, and working to design a better world. Read more about ...

Have you ever imagined turning your ideas into physical objects with just a few clicks? Thanks to tools like Tinkercad, what once seemed like science fiction is now an accessible reality for anyone ...

There are precision measurements, and then there’s the Laser Interferometer Gravitational-Wave Observatory. In each of LIGO’s twin gravitational wave detectors (one in Hanford, Washington, and the ...

Abstract: In this study, we present an initial experimental design for Bayesian optimization (BO) applied to the semiconductor process development. For efficient BO, it can be effective to draw ...

Summer monsoon floods (June–September) are a leading cause of infrastructure damage and fatalities in India, necessitating skillful river stage forecasts for flood mitigation. To address this, the ...

Maria Lisogorskaya and Kaye Song of Assemble: Atelier LUMA 2023 Lot 8 Le Magasin Electrique Photo @ Joseph Halligan. Image Courtesy of Bauhaus Earth Maria Lisogorskaya and Kaye Song of Assemble: ...