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AI-Driven COVID-19 Model Outperforms Competitors

11-30-20

While existing models to predict the spread of a disease already exist, few, if any, incorporate artificial intelligence (AI). Professor Yaser Abu-Mostafa is using a new model for predicting COVID-19's impact using AI and it dramatically outperforms other models, so much so that it has attracted the interest of public health officials across the country. "AI is a powerful tool, so it only makes sense to apply it to one of the most urgent problems the world faces," says Yaser Abu-Mostafa. [Caltech story]

Tags: EE research highlights CMS Yaser Abu-Mostafa

Nivetha Karthikeyan Awarded Chang Career Exploration Prize

11-23-20

Caltech has awarded the third annual Milton and Rosalind Chang Career Exploration Prize to alumna Nivetha (Niv) Karthikeyan (BS ’20) for her proposed project “Intersections: Building Solidarity Through Community Archives,” which intends to construct and share a new online community archive recording how people of color have historically created alliances, coalitions, and communities with other racial minorities in the United States.

Tags: honors CMS alumni Nivetha Karthikeyan

Robotics Engineers Take on COVID-19

11-18-20

Methods that were originally created to help robots to walk and autonomous cars to drive safely can also help epidemiologists predict the spread of the COVID-19 pandemic. Professor Aaron Ames and colleagues took these tools and applied them to the development of an epidemiological methodology that accounts for human interventions (like mask mandates and stay-at-home orders). By utilizing the U.S. COVID-19 data from March through May, they were able to predict the infection wave during the summer to high accuracy. "This is the greatest health challenge to face our society in a generation at least. We all need to pitch in and help in any way we can," Ames says. [Caltech story]

Tags: research highlights MCE CMS Aaron Ames Andrew Singletary

Professor Bouman Receives GSC Teaching Award

11-18-20

Katie Bouman, Assistant Professor of Computing and Mathematical Sciences, Electrical Engineering and Astronomy; Rosenberg Scholar, has been chosen to receive a Graduate Student Council (GSC) Teaching Award for outstanding instruction of the inaugural course on Computational Photography.

Tags: EE honors CMS Katie Bouman

Oscar Bruno Elected to the National Academy of Sciences of Argentina

11-17-20

Oscar Bruno, Professor of Applied and Computational Mathematics, has been elected to the National Academy of Sciences of Argentina. Bruno was incorporated into the National Academy of Sciences in recognition of those who dedicate their life to science, both for the merit of their scientific and personal background and for what it has done for the development of its specialty in Argentina.

Tags: honors CMS Oscar Bruno National Academy of Sciences of Argentina

Four EAS Students Receive Department of Energy Fellowships

10-19-20

Four Engineering and Applied Science graduate students are among 26 who have been named as recipients of a Department of Energy Computational Science Graduate Fellowship (DOE CSGF), which the DOE provides to future leaders in the field of high-performance computing (HPC). [Caltech story]

Tags: honors MCE CMS Alexandra Baumgart Emily de Jong Ethan Epperly Margaret Trautner

Machine Learning Speeds Up Quantum Chemistry Calculations

10-07-20

A new quantum chemistry tool, called OrbNet, uses machine learning, quantum-chemistry calculations that can be performed 1,000 times faster than previously possible, allowing accurate quantum chemistry research to be performed faster than ever before. OrbNet was developed through a partnership between Tom Miller, Professor of Chemistry, and Anima Anandkumar, Bren Professor of Computing and Mathematical Sciences. [Caltech story]

Tags: research highlights CMS Animashree Anandkumar

Urmila Mahadev Awarded Maryam Mirzakhani New Frontiers Prize

09-10-20

Urmila Mahadev, Assistant Professor of Computing and Mathematical Sciences, has been named a recipient of the 2021 Inaugural Maryam Mirzakhani New Frontiers Prize for work that addresses the fundamental question of verifying the output of a quantum computation.

Tags: honors CMS Urmila Mahadev

Advancing Future Quantum Science Efforts

08-27-20

Five new Department of Energy centers will apply quantum information science to emerging technologies. The centers will develop cutting-edge quantum technologies for use in a wide range of possible applications including scientific computing; fundamental physics and chemistry research; and the design of solar cells and of new materials and pharmaceuticals. Caltech faculty will participate in four of the new science centers: the Quantum Systems Accelerator, led by the Lawrence Berkeley National Laboratory, also known as Berkeley Lab; the Quantum Science Center, led by Oak Ridge National Laboratory; Q-NEXT, led by Argonne National Laboratory; and the Co-design Center for Quantum Advantage, led by Brookhaven National Laboratory. [Caltech story]

Tags: APhMS EE research highlights CMS Oskar Painter Andrei Faraon

AI for a Better Prediction COVID-19 Model

08-25-20

A team of Caltech students, led by Professor Yaser Abu-Mostafa, have developed a tool to predict the impact of COVID-19 using artificial intelligence (AI). While many models to predict the spread of a disease already exist, few if any incorporate AI, which makes predications based on observations of what is actually happening as opposed to what the model's designers think should happen. AI has the power to discover patterns hidden in data that the human eye might not recognize. [Caltech story]

Tags: EE research highlights CMS Yaser Abu-Mostafa