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A new approach to machine learning image analysis learns much more quickly and requires far fewer images

By reducing the amount of required training images and increasing the size of images that can be processed, the new architecture can be used to answer important questions in many research fields. ....

University Of California San Francisco , United States , Noord Brabant , James Sethian , Wiskunde Informatica , Olivia Jain , Simon Mo , Carolyn Larabell , National Center , Computational Research Division , Mathematics For Energy Research Applications , Office Of Science , Department Of Energy , Scale Dense Convolution Neural Networks , University Of California , Scale Dense Convolution Neural Network , Berkeley Lab , Computational Imaging Group , Lawrence Berkeley National Laboratory , Proceedings Of The National Academy Sciences , Advanced Mathematics , Energy Research Applications , Computational Research , National Academy , Centrum Wiskunde , Labeled Image Data Engine ,

Berkeley Lab's CAMERA Enhances DOE's Scientific Facilities with New Math and Software Innovations

Berkeley Lab's CAMERA Enhances DOE's Scientific Facilities with New Math and Software Innovations
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United States , Oak Ridge , Jeffrey Donatelli , James Sethian , Argonne National Laboratory , Research Infrastructure , Mathematics For Energy Research Applications , Brookhaven National Laboratory , National Synchrotron Light Source , Berkeley Earthshot Research Centers , Lawrence Berkeley National Laboratory Lab Center , Argonne National , Office Of Basic Energy Sciences , Berkeley Lab Laboratory Directed Research Program , Stanford Synchrotron Radiation Laboratory , Berkeley Lab Computing Sciences , Office Of Advanced Scientific Computing Research , National Accelerator Laboratory , Department Of Energy , Computational Research Division , Berkeley Lab , Lawrence Berkeley National Laboratory , Advanced Mathematics , Energy Research Applications , Light Source , Advanced Photon Source ,

Berkeley Lab Makes Strides in Autonomous Discovery to Tackle the Data Deluge

Berkeley Lab Makes Strides in Autonomous Discovery to Tackle the Data Deluge
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United States , James Sethian , Marcus Noack , John Thomas , Aaron Michelson , Berkeley Lab Kathy Kincade , Berkeley Lab Molecular Foundry , Berkeley Lab , Lawrence Berkeley National Laboratory , Mathematics For Energy Research Applications , Columbia University , Advanced Mathematics , Energy Research Applications , Molecular Foundry , ஒன்றுபட்டது மாநிலங்களில் , மார்கஸ் னோக்க் , ஜான் தாமஸ் , ஆரோன் மைக்கேல்சன் , பெர்க்லி ஆய்வகம் மூலக்கூறு ஃபவுண்டரி , பெர்க்லி ஆய்வகம் , லாரன்ஸ் பெர்க்லி தேசிய ஆய்வகம் , கணிதம் க்கு ஆற்றல் ஆராய்ச்சி பயன்பாடுகள் , கொலம்பியா பல்கலைக்கழகம் , ஆற்றல் ஆராய்ச்சி பயன்பாடுகள் , மூலக்கூறு ஃபவுண்டரி ,

Berkeley Lab's CAMERA Leads International Effort on Autonomous Scientific Discoveries

Berkeley Lab's CAMERA Leads International Effort on Autonomous Scientific Discoveries
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United States , Petrus Zwart , Christopher Murray , Liang Chen , Paul Steffens , Katherine Elbert , Aaron Stein , Hoi Ying Holman , Ariana Manglaviti , Yannick Le , Esther Tsai , John Thomas , Steven Lee , Kathy Kincade , James Sethian , Tobias Weber , Cara Laasch , Eli Rotenberg , Marcus Noack , Aaron Michelson , International Effort On Autonomous Scientific Discoveries , Lawrence Berkeley National Laboratory , Columbia University , Lawrence Berkeley National Laboratory Lab , National Synchrotron Light Source , Berkeley Lab Molecular Foundry ,

UC Berkeley professor receives prestigious Simons Foundation Award

UC Berkeley professor receives prestigious Simons Foundation Award
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United States , Yuri Tschinkel , James Sethian , Simons Foundation , Berkeley Lab , Lawrence Berkeley National Laboratory , Simons Investigator , ஒன்றுபட்டது மாநிலங்களில் , சிமன்கள் அடித்தளம் , பெர்க்லி ஆய்வகம் , லாரன்ஸ் பெர்க்லி தேசிய ஆய்வகம் , சிமன்கள் புலனாய்வாளர் ,