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CoronaVirus "Bio-Weapon Massacre" update: US Expert blames China but forgets Pentagon's Secret Labs for Ethnic Attacks

CoronaVirus "Bio-Weapon Massacre" update: US Expert blames China but forgets Pentagon's Secret Labs for Ethnic Attacks
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China , Kiev , Ukraine-general- , Ukraine , Australia , United-kingdom , United-states , Wuhan , Hubei , Tbilisi , Georgia-general- , Georgia

Physics-Inspired AI Model Revolutionizes Advanced Pattern Generation

Physics-Inspired AI Model Revolutionizes Advanced Pattern Generation
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Singapore , Ziming-liu , Max-tegmark , Yilun-xu , Karsten-kreis , Jesse-thaler , Artificial-intelligence-laboratory , Rothberg-family-fund-for-cognitive-science , Synthesis-consortium , National-science-foundation , International-conference-on-machine , Family-foundation

From physics to generative AI: An AI model for advanced pattern generation | MIT News | Massachusetts Institute of Technology

Drawing inspiration from physics, a new Poisson Flow Generative Model ++ (PFGM++) integrates diffusion and Poisson Flow principles, outperforming existing diffusion models in advanced image generation. This breakthrough in generative AI taps into both the complexity of electric fields and the simplicity of diffusion to create realistic patterns and images with potential applications spanning multiple domains.

Singapore , Max-tegmark , Jesse-thaler , Yilun-xu , Ziming-liu , Nvidia , Rothberg-family-fund-for-cognitive-science , Google-senior-research-scientist-yonglong-tian-ph , International-conference-on-machine , National-science-foundation , Department-of-electrical-engineering , Synthesis-consortium

MIT researchers develop a smarter method to discover new drugs

Pharmaceutical companies are using artificial intelligence to streamline the process of discovering new medicines.

Connor-coley , Wenhao-gao , Emily-henderson , International-conference-on-learning-representations , Synthesis-consortium , Us-office-of-naval-research , Henri-slezynger-career-development-assistant-professor , Chemical-engineering , Electrical-engineering , Computer-science , International-conference , Naval-research

A smarter way to develop new drugs

An MIT machine-learning model proposes new molecules for drug discovery, making sure the suggested molecules can actually be synthesized in a laboratory.

Connor-coley , Wenhao-gao , International-conference-on-learning-representations , Synthesis-consortium , Us-office-of-naval-research , Henri-slezynger-career-development-assistant-professor , Microsoft-research-cambridge-united-kingdom , Chemical-engineering , Electrical-engineering , Computer-science , International-conference , Marwin-segler

A smarter way to develop new drugs - ScienceBlog.com

Pharmaceutical companies are using artificial intelligence to streamline the process of discovering new medicines. Machine-learning models can propose new

Connor-coley , Wenhao-gao , International-conference-on-learning-representations , Synthesis-consortium , Us-office-of-naval-research , Henri-slezynger-career-development-assistant-professor , Microsoft-research-cambridge-united-kingdom , Chemical-engineering , Electrical-engineering , Computer-science , International-conference , Marwin-segler

Table is set for AI to advance in drug discovery

Table is set for AI to advance in drug discovery
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Hugo-ceulemans , Regina-barzilay , Google , Synthesis-consortium , Massachusetts-institute-of-technology , Janssen-research-development , Massachusetts-institute , Machine-learning , Pharmaceutical-discovery , Janssen-research , Machine-learning-ledger-orchestration , Drug-discovery

Computer-guided retrosynthesis

Machine learning-based systems hope to outperform expert-guided reaction planning technology, finds Andy Extance
When IBM’s Deep Blue supercomputer beat world chess champion Garry Kasparov in 1997, few chemists must have realised that this might signify a win for them too. But Bartosz Grzybowski did. Then a PhD student at Harvard University in the US, outside chemistry he plays the card game bridge avidly. Grzybowski’s opponents were interested in algorithms like Deep Blue’s. ‘I started thinking, why couldn’t this be done for molecules?’ he recalls. In particular, might similar algorithms help plan the strategy for making target molecules, which chemists call retrosynthesis.

Germany , Sweden , Japan , Cambridge , Cambridgeshire , United-kingdom , Poland , Gothenburg , Vastra-gotalands-lan , Polish , Japanese , German