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Advancing gene regulatory network inference with causal discovery and graph neural networks

Gene regulatory networks (GRNs) depict the regulatory mechanisms of genes within cellular systems as a network, offering vital insights for understanding cell processes and molecular interactions that determine cellular phenotypes.
Gene Regulatory Network Inference Graph Neural Network Quantitative Biology Regulatory Network Inference Causal Discovery Integrating Graph Neural

GAME-Net: a graph neural network for fast eva

Graph Neural Networks (GNN), a cutting-edge approach in artificial intelligence, can significantly improve computational calculations in heterogeneous catalysis. Researchers have made a groundbreaking development in the field of sustainable chemistry. Scientists from Tarragona (Spain) and Toronto (Canada) come up with a new tool, GAME-Net, that can make fast chemical predictions on a laptop that would otherwise have to be simulated for days by DFT on a supercomputer.
Institute Of Chemical Research Catalonia Matter Lab University Of Toronto Method Of Research University Of Toronto Graph Neural Networks Gnns Graph Neural Networks

The dark side of Graph Neural Networks

The current limitations of Graph Neural Networks. We continue our two part series on ML on Graphs, by asking: could graphs replace other domain specific formats and algorithms, such as Computer Vision (CV) or Natural Language Processing (NLP)?ย 
Graph Neural Networks Message Passing Neural Networks Graph Neural Network Convolutional Neural Networks Or Transformers Graph Convolutional Network Why Machine Learning

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Great Learning collaborates with MIT Professional Education to offer Applied Data Science Program

Press release content from PR Newswire. The AP news staff was not involved in its creation. Great Learning collaborates with MIT Professional Education to offer Applied Data Science Program April 19, 2021 GMT Great_Learning_Logo BOSTON, April 19, 2021 /PRNewswire/ -- Great Learning, a leading global ed-tech company for professional and higher education, announces the launch of MIT Professional Educationโ€™s Applied Data Science Program with curriculum developed and taught by MIT faculty, and de...
United States Massachusetts Institute Of Technology Mohan Lakhmaraju Devavrat Shah Rishita Chiranewala Malgorzata Hedderick
Source: apnews.com

Finland's IPRally raises 2 million euros to fuel growth

The round was co-led by Join Capital and Spintop Ventures,ย  with participation from previous investor Icebreaker.vc. โ€œI have filed over 20 patents myself, so I have first-hand experience of the inefficiencies in the patent system. The IPRally AI-based approach is the way to go, disrupting an industry that hasnโ€™t changed much for the past 100 years,โ€ said Sami Niemi, partner at Spintop Ventures. IPRally says it enables Intellectual Property professionals as well as R&D engineers to intuit...
Sakari Arvela Sami Niemi Graph Neural Networks Graph Neural Network Fresenius Medical Care Join Capital

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