This webinar in the ByteBoost program https://www.stonybrook.edu/ookami/ByteBoost.php will present https://hprc.tamu.edu/aces/ , an innovative composable hardware platform that helps accelerate transformative changes in multiple scientific research areas. ACES offers a rich accelerator testbed consisting of five different cutting edge accelerators including NVIDIA and Intel Ponte Vecchio GPUs (Graphics Processing Units) and Graphcore IPUs (Intelligence Processing Units). These accelerators enable researchers to scale up a variety of simulation and machine learning tasks, while the proximity of multiple accelerator types encourages performance benchmarking for informative comparisons.