AI in Science & Technology

💠 CALL FOR PAPERS ❇️ Machine Learning and the Physical Sciences Workshop at the 34th Conference on Neural Information Processing Systems (NeurIPS) December 11, 2020 NeurIPS 2020 is a Virtual-only Conference https://ml4physicalsciences.github.io/ ABOUT Machine learning methods have had great success in learning complex representations of data that enable novel modeling and data processing approaches in many scientific disciplines. Physical sciences span problems and challenges at all scales in the universe: from finding exoplanets in trillions of sky pixels, to developing solutions to the quantum many-body problem and combinatorial problems, to detecting anomalies in event streams from the Large Hadron Collider, to predicting how extreme weather events will vary with climate change. Tackling a number of associated data-intensive tasks including, but not limited to, segmentation, computer vision, sequence modeling, causal reasoning, generative modeling, and probabilistic inference are critical for furthering scientific discovery in these and many other areas. In addition to using machine learning models for scientific discovery, the ability to interpret what a model has learned is receiving an increasing amount of attention. In this targeted workshop, we aim to bring together computer scientists, mathematicians and physical scientists who are interested in applying machine learning to various outstanding physical problems including in inverse problems, approximating physical processes, understanding what a learned model represents, and connecting tools and insights from the physical sciences to the study of machine learning models. In particular, the workshop invites researchers to contribute short papers (extended abstracts) that demonstrate cutting-edge progress in the application of machine learning techniques to real-world problems in the physical sciences and/or using physical insights to understand and improve machine learning techniques. By bringing togeth

☯️ آگهی استخدام ⬅️ شرح موقعیت شغلی شرکت دانش بنیان پویا فناوران کوثر (pfkvision.com) با چهارده سال سابقه فعال در حیطه هوش مصنوعی و پردازش تصویر و متن برای تکمیل تیم تحلیل داده خود از کارشناسان نرم افزار با تجربه دارای شرایط زیر برای همکاری دعوت به عمل می آورد: ✅ برنامه نویس مسلط به Python ✅ آشنایی با NoSQL , Linux , Distributed System , Microservice ✅ آشنایی با ابزارهایی مثل: Kafka, Hadoop, Spark, Docker فرد متقاضی باید شرایط عمومی زیر را داشته باشد: 💠 دارای کارت پایان خدمت 💠 حداقل یکسال سابقه کار 💠 برنامه میان مدت برای کار در ایران 💠 روحیه کار جمعی ، پیگیری ، سرچ و یادگیری ، روحیه انجام پروژه و داکیومنت سازی 🔴 لطفا افراد متقاضی رزومه خود را به آدرس ایمیل [email protected] بفرستند.