AutoDMP Optimizes Macro Placement for Chip Design with AI and GPUs
NVIDIA Developer || TILOS provides the benchmark for NVIDIA AutoDMP.

NVIDIA Developer || TILOS provides the benchmark for NVIDIA AutoDMP.
The National Science Foundation’s $20 million grant, in partnership with other prominent colleges, funds the new specialization for Master of Science, Data Science in Artificial Intelligence & Optimization.
Quanta Magazine || In the machine learning world, the sizes of artificial neural networks and their outsize successes are creating conceptual conundrums. When a network named Alexnet won an annual image recognition competition in 2021, it had about 60 million parameters. These parameters, fine-tuned during training, allowed AlexNet to recognize images that it had never seen […]
UC San Diego Today || The National Science Foundation (NSF) recently announced that the Halıcıoğlu Data Science Institute (HDSI) at UC San Diego is the future home of The Institute for Learning-enabled Optimization at Scale, or TILOS. The $20M Artificial Intelligence (AI) hub will foster research and focus on “making impossible optimizations possible” at both scale […]
As part of an initiative to establish a series of artificial intelligence research institutes nationwide, the National Science Foundation (NSF) has awarded a $20 million grant to a partnership of prestigious universities led by University of California, San Diego, and including National University, Yale University, the Massachusetts Institute of Technology, the University of Pennsylvania, and […]
The National Science Foundation (NSF) announced today an investment of $220 million to establish 11 artificial intelligence (AI) institutes, each receiving $20 million over five years. One of these, The Institute for Learning-enabled Optimization at Scale (TILOS), will be led by UC San Diego in partnership with the Massachusetts Institute of Technology (MIT), San Diego-based […]
Intel Labs has a long-standing partnership with the NSF involving several programs aimed at advancing AI technology and innovation. The two organizations started working together decades ago when co-founding the Semiconductor Research Corporation (SRC), the world’s leading microelectronics research consortium. Since then, they have established several exciting collaborations and programs spanning industry, government, and academia.
Through a $20 Million grant, the National Science Foundation (NSF) has established The Institute for Learning-enabled Optimization at Scale, or TILOS. As one of TILOS’s partner institutions, Penn Engineering will contribute to its research on how algorithm-based systems can learn and improve upon themselves as they work.
San Diego Union Tribune || A new research institute led by UC San Diego has been awarded $20 million from the National Science Foundation to pursue foundational breakthroughs in artificial intelligence—an emerging battleground for the U.S. in the global race for technology leadership.
The National Science Foundation just announced 11 new artificial intelligence institutes across the nation, and researchers from the Cockrell School of Engineering at the University of Texas at Austin will play prominent roles in two of them.