Search results for machine learning architecture

Biotechnology Apr 20, 2023

Reinforcement learning: From board games to protein design

Scientists have successfully applied reinforcement learning to a challenge in molecular biology. The team of researchers developed powerful new protein design software adapted from a strategy proven adept at board games like ...

Biochemistry Apr 20, 2023

AI system can generate novel proteins that meet structural design targets

MIT researchers are using artificial intelligence to design new proteins that go beyond those found in nature.

Analytical Chemistry Apr 17, 2023

Deep-learning-based data analysis software promises to accelerate materials research

Researchers at the Department of Energy's Oak Ridge National Laboratory have developed a machine-learning inspired software package that provides end-to-end image analysis of electron and scanning probe microscopy images.

Biochemistry Apr 5, 2023

Researchers discover a way to observe chromatin interaction changes in cancer-associated genetic mutations

Studying the microbiology of any entity, be it a molecule or a dolphin, ideally means putting a spotlight as close to the source material as possible. That can be especially challenging when you're investigating the Rube ...

Analytical Chemistry Apr 4, 2023

Scientists use computational modeling to design 'ultrastable' materials

Materials known as metal-organic frameworks (MOFs) have a rigid, cage-like structure that lends itself to a variety of applications, from gas storage to drug delivery. By changing the building blocks that go into the materials, ...

Optics & Photonics Mar 31, 2023

Metasurfaces designed by a bidirectional deep neural network for generating quantitative field distributions

Benefiting from superior capability in manipulating wavefront of electromagnetic waves, metasurfaces have provided a flexible platform for designing ultracompact and high-performance devices with unusual functionalities. ...

Analytical Chemistry Mar 14, 2023

Quantum chemistry simulations on a quantum computer

In a new report now featured on the cover page of and published in Science Advances, Hans Hon Sang Chan and a research team in materials, chemistry and quantum photonics at the University of Oxford generated exactly emulated ...

Analytical Chemistry Mar 13, 2023

New AI model transforms understanding of metal-organic frameworks

How does an iPhone predict the next word you're going to type in your messages? The technology behind this, and also at the core of many AI applications, is called a transformer; a deep-learning algorithm that detects patterns ...

Biotechnology Mar 6, 2023

Drones and deep learning: Researchers develop a new technique to quantify rice production

Rice, a major food crop, is cultivated on nearly 162 million hectares of land worldwide. One of the most commonly used methods to quantify rice production is rice plant counting. This technique is used to estimate yield, ...

Earth Sciences Mar 1, 2023

Seismic imaging provides insight into the Earth's subsurface

The seismic reflection method involves sending acoustic waves thousands of meters under the Earth's surface. The reflected signals provide scientists with information about the characteristics of the subsurface. This is how ...

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