https://insideainews.com/category/industry-segments/research-education/ Illuminating AI's Frontiers: Your Go-To News Destination. Tue, 25 Jun 2024 21:07:14 +0000 en-US hourly 1 https://wordpress.org/?v=6.6.1 https://insideainews.com/wp-content/uploads/2024/06/iain-favicon.png https://insideainews.com/category/industry-segments/research-education/ 32 32 136462205 https://insideainews.com/2023/09/12/research-highlights-unveiling-the-first-fully-integrated-and-complete-quantum-monte-carlo-integration-engine/ https://insideainews.com/2023/09/12/research-highlights-unveiling-the-first-fully-integrated-and-complete-quantum-monte-carlo-integration-engine/#respond Tue, 12 Sep 2023 09:58:00 +0000 https://insidebigdata.com/?p=33378 Quantinuum, a leading integrated quantum computing company has published full details of their complete Quantum Monte Carlo Integration (QMCI) engine. QMCI applies to problems that have no analytic solution, such as pricing financial derivatives or simulating the results of high-energy particle physics experiments and promises computational advances across business, energy, supply chain logistics and other sectors.]]> https://insideainews.com/2023/09/12/research-highlights-unveiling-the-first-fully-integrated-and-complete-quantum-monte-carlo-integration-engine/feed/ 0 33378 https://insideainews.com/2023/05/29/uva-researchers-built-an-ai-algorithm-that-understands-physics/ https://insideainews.com/2023/05/29/uva-researchers-built-an-ai-algorithm-that-understands-physics/#respond Mon, 29 May 2023 13:00:00 +0000 https://insidebigdata.com/?p=32500 Normally, when testing the behavior of materials under high heat or explosive conditions, researchers have to run simulation after simulation, a data-intensive process that can take days even on a supercomputer. However, with a deep learning algorithm created by Stephen Baek, Phong Nguyen and their research team, the process takes less than a second on a laptop. ]]> https://insideainews.com/2023/05/29/uva-researchers-built-an-ai-algorithm-that-understands-physics/feed/ 0 32500 https://insideainews.com/2023/05/10/top-data-science-ph-d-dissertations-2019-2020/ https://insideainews.com/2023/05/10/top-data-science-ph-d-dissertations-2019-2020/#comments Wed, 10 May 2023 13:00:00 +0000 https://insidebigdata.com/?p=32258 The American Mathematical Society (AMS) recently published in its Notices monthly journal a long list of all the doctoral degrees conferred from July 1, 2019 to June 30, 2020 for mathematics and statistics. The degrees come from 242 departments in 186 universities in the U.S. I enjoy keeping a pulse on the research realm for my field, so I went through the entire published list and picked out 48 dissertations that have high relevance to data science, machine learning, AI and deep learning. The list below is organized alphabetically by state.]]> https://insideainews.com/2023/05/10/top-data-science-ph-d-dissertations-2019-2020/feed/ 2 32258 https://insideainews.com/2023/05/01/iclr-2023-paper-award-winners/ https://insideainews.com/2023/05/01/iclr-2023-paper-award-winners/#respond Mon, 01 May 2023 19:27:34 +0000 https://insidebigdata.com/?p=32253 The International Conference on Learning Representations (ICLR), the premier gathering of professionals dedicated to the advancement of the many branches of artificial intelligence (AI) and deep learning—announced 4 award-winning papers, and 5 honorable mention paper winners.]]> https://insideainews.com/2023/05/01/iclr-2023-paper-award-winners/feed/ 0 32253 https://insideainews.com/2022/11/26/chung-ang-university-researchers-develop-algorithm-for-optimal-decision-making-under-heavy-tailed-noisy-rewards/ https://insideainews.com/2022/11/26/chung-ang-university-researchers-develop-algorithm-for-optimal-decision-making-under-heavy-tailed-noisy-rewards/#respond Sat, 26 Nov 2022 14:00:00 +0000 https://insidebigdata.com/?p=30968 Researchers from South Korean Chung-Ang University propose methods that theoretically guarantee minimal loss for worst case scenarios with minimal prior information for heavy-tailed reward distributions. ]]> https://insideainews.com/2022/11/26/chung-ang-university-researchers-develop-algorithm-for-optimal-decision-making-under-heavy-tailed-noisy-rewards/feed/ 0 30968 https://insideainews.com/2022/09/09/ai-under-the-hood-mixing-things-up-optimizing-fluid-mixing-with-machine-learning/ https://insideainews.com/2022/09/09/ai-under-the-hood-mixing-things-up-optimizing-fluid-mixing-with-machine-learning/#respond Fri, 09 Sep 2022 13:00:00 +0000 https://insidebigdata.com/?p=30315 Fluid mixing is an important part of several industrial processes and chemical reactions. However, the process often relies on trial-and-error-based experiments instead of mathematical optimization. While turbulent mixing is effective, it cannot always be sustained and can damage the materials involved. To address this issue, researchers from Japan (Tokyo University of Science) have now proposed an optimization approach to fluid mixing for laminar flows using machine learning, which can be extended to turbulent mixing as well.]]> https://insideainews.com/2022/09/09/ai-under-the-hood-mixing-things-up-optimizing-fluid-mixing-with-machine-learning/feed/ 0 30315 https://insideainews.com/2022/09/02/research-highlights-interactive-continual-learning-for-robots-a-neuromorphicapproach/ https://insideainews.com/2022/09/02/research-highlights-interactive-continual-learning-for-robots-a-neuromorphicapproach/#respond Fri, 02 Sep 2022 13:00:00 +0000 https://insidebigdata.com/?p=30276 In this regular column we take a look at highlights for breaking research topics of the day in the areas of big data, data science, machine learning, AI and deep learning. For data scientists, it’s important to keep connected with the research arm of the field in order to understand where the technology is headed. Enjoy!]]> https://insideainews.com/2022/09/02/research-highlights-interactive-continual-learning-for-robots-a-neuromorphicapproach/feed/ 0 30276 https://insideainews.com/2022/08/06/climate-change-is-an-existential-threat-and-businesses-need-data-to-fight-it/ https://insideainews.com/2022/08/06/climate-change-is-an-existential-threat-and-businesses-need-data-to-fight-it/#respond Sat, 06 Aug 2022 13:00:00 +0000 https://insidebigdata.com/?p=30024 In this contributed article, Or Lenchner, CEO, Bright Data, examines how public web data collection is essential to ESG efforts in 2022. The recent International Panel on Climate Change report warned that we aren’t doing enough to avoid the dire impacts of climate change – businesses must use every tool at their disposal to support the fight against climate change, especially quality data. ]]> https://insideainews.com/2022/08/06/climate-change-is-an-existential-threat-and-businesses-need-data-to-fight-it/feed/ 0 30024 https://insideainews.com/2022/04/02/franzs-allegro-cl-used-for-scheduling-the-hubble-space-telescope-discovery-of-earendel/ https://insideainews.com/2022/04/02/franzs-allegro-cl-used-for-scheduling-the-hubble-space-telescope-discovery-of-earendel/#respond Sat, 02 Apr 2022 13:00:00 +0000 https://insidebigdata.com/?p=28892 Franz Inc., an early innovator in Artificial Intelligence (AI) and leading supplier of Graph Database technology for Entity-Event Knowledge Graph Solutions, announced that its Allegro CL (Allegro Common Lisp) dynamic object-oriented development system used by the Space Telescope Science Institute to develop the SPIKE Hubble Space Telescope observation scheduler has aided in the discovery of “Earendel,” the farthest star ever seen in the universe.]]> https://insideainews.com/2022/04/02/franzs-allegro-cl-used-for-scheduling-the-hubble-space-telescope-discovery-of-earendel/feed/ 0 28892 https://insideainews.com/2022/03/30/state-of-data-report-emphasizes-emerging-shift-to-a-decentralized-model/ https://insideainews.com/2022/03/30/state-of-data-report-emphasizes-emerging-shift-to-a-decentralized-model/#respond Wed, 30 Mar 2022 13:00:00 +0000 https://insidebigdata.com/?p=28839 New market research commissioned by Starburst and Red Hat uncovers that 55% of organizations claim the pandemic has made data access more critical, a slight increase from the 2021 study. As a result, enterprises plan to prioritize multi-cloud flexibility and ease of use when it comes to selecting data infrastructure solutions. The second annual report, “The State of Data and What’s Next,” conducted by independent research firm Enterprise Management Associates (EMA), found that the shift to quick and flexible deployments is imperative for driving the business functions and insights required to deliver valuable customer experiences in today’s fast-paced, distributed environment.]]> https://insideainews.com/2022/03/30/state-of-data-report-emphasizes-emerging-shift-to-a-decentralized-model/feed/ 0 28839