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Mask Optimization using Deep Neural Level Set with Inverse Lithography and Physics-informed Approach. (arXiv:2308.12299v1 [eess.IV])

Mask Optimization using Deep Neural Level Set with Inverse Lithography and Physics-informed Approach. (arXiv:2308.12299v1 [eess.IV])

by instadatahelp | Aug 26, 2023 | AI Blogs

Optical proximity correction (OPC) has become increasingly important in the lithography process as integrated circuits continue to decrease in size. One promising solution for OPC is level set-based inverse lithography technology (ILT), which offers high pattern...
Persistent Systems partners with Amazon CodeWhisperer to revolutionize software engineering

Persistent Systems partners with Amazon CodeWhisperer to revolutionize software engineering

by instadatahelp | Aug 26, 2023 | AI Blogs

Amazon CodeWhisperer is an AI coding companion developed by Amazon Web Services (AWS) that aims to revolutionize developer productivity. It utilizes generative AI technology to provide contextualized code snippets and recommendations based on natural language prompts,...
Mask Optimization using Deep Neural Level Set with Inverse Lithography and Physics-informed Approach. (arXiv:2308.12299v1 [eess.IV])

Factorizing Integers using Fermat’s Method and Machine Learning in a Classical Computer Environment

by instadatahelp | Aug 26, 2023 | AI Blogs

This paper presents a probabilistic algorithm for integer factorisation using deep learning. The algorithm is based on Lawrence’s extension of Fermat’s factorisation algorithm, which transforms the problem into a binary classification task. To address this...
Introducing Amazon SageMaker Profiler Preview: Monitor and Visualize In-depth Hardware Performance Data for Model Training Workloads

Introducing Amazon SageMaker Profiler Preview: Monitor and Visualize In-depth Hardware Performance Data for Model Training Workloads

by instadatahelp | Aug 26, 2023 | AI Blogs

We are excited to announce the preview of Amazon SageMaker Profiler, a feature of Amazon SageMaker that gives a detailed view of the AWS compute resources used during the training of deep learning models on SageMaker. With SageMaker Profiler, you can monitor and...

From Music to Food: How Recommender Systems Are Transforming Our Daily Decisions

by instadatahelp | Aug 24, 2023 | AI Blogs

From Music to Food: How Recommender Systems Are Transforming Our Daily Decisions In today’s digital age, we are constantly bombarded with a plethora of options in every aspect of our lives. Whether it’s choosing a new song to listen to or deciding what to...

Demystifying Time Series Forecasting: Understanding the Concepts and Applications

by instadatahelp | Aug 24, 2023 | AI Blogs

Time series forecasting is a powerful technique used in various fields to predict future values based on historical data. From finance and economics to weather forecasting and sales forecasting, this methodology plays a crucial role in decision-making processes....
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