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 ...

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

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 ...

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 ...

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 ...

Aurora Flight Sciences has finished windtunnel testing an experimental fan-in-wing design for a Pentagon X-plane competition. The Boeing subsidiary says it recently wrapped up stability and control ...

Future nostalgia refers to a compelling architectural design concept that draws inspiration from the past and seamlessly blends it with modern innovations and technologies. The objective transcends ...

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 ...

It has been a few years since AI began successfully tackling the challenge of predicting the three-dimensional structure of proteins, complex molecules that are essential for all life. Next-generation ...