Accelerating Physics with ML@MIT

from Saturday 28 January 2023 (13:00) to Thursday 2 February 2023 (18:00)


        : Sessions
    /     : Talks
        : Breaks
28 Jan 2023
29 Jan 2023
30 Jan 2023
31 Jan 2023
1 Feb 2023
2 Feb 2023
AM
09:00
Workshop Hackathon #3 - Alec Gunny (MIT) (until 10:30)
10:30 --- Coffee Break ---
11:00
Workshop Hackathon #4 - Alec Gunny (MIT) (until 12:30)
09:00
Workshop Discussion #1 - Erik Katsavounidis (MIT) (until 10:30)
09:00 Workshop goals - Philip Coleman Harris (Massachusetts Inst. of Technology (US))  
09:30 Inference-as-a-service in high energy physics - William Patrick Mccormack (Massachusetts Inst. of Technology (US))  
10:00 Inference-as-a-service in gravitational-wave physics - Alec Gunny Alec Gunny  
10:30 --- Coffee Break ---
11:00
Workshop Discussion #2 - Michael Coughlin (until 12:30)
11:00 Searches for compact binary coalescences-I - Damon Beveridge Damon Beveridge  
11:15 Searches for compact binary coalescences-II - Ethan Marx (MIT) Ethan Marx  
11:30 Denoising methods-I - Saleem Muhammed  
11:45 Denoising methods-II - Dr Chia-Jui Chou (National Yang Ming Chiao Tung University) Chia-Jui Chou  
12:00 Parameter estimation methods - Maximillian Dax  
09:00
Workshop Discussion #5 - Deep Chatterjee (until 10:30)
09:00 Anomaly detection for EM - Daniel Muthukrishna (MIT)  
09:20 Anomaly detection in GW - Ryan Raikman (Carnegie Mellon University)  
09:40 MLY Pipeline - Vasileios Skliris (Cardiff University)  
10:00 Anomaly Detection in HEP - Katya Govorkova (Massachusetts Inst. of Technology (US))  
10:30 --- Coffee Break ---
11:00
Workshop Discussion #6 - Philip Coleman Harris (Massachusetts Inst. of Technology (US)) (until 12:30)
11:00 Point-Voxel CNN - Zhijian Liu  
11:30 Sparse GPU implementations - Haotian Tang  
12:00 Computing at the Massachusetts Green High Performance Center - Chris Hill  
09:00
Workshop Discussion #9 - Linqing Wen (until 10:45)
09:00 Machine learning applications in Icecube - Josh Peterson  
09:20 Pointing to a Supernova - Kate Scholberg  
09:40 Binary neutron star early warning detection using ML - Alistair Mcleod  
09:55 Localization and waveform extraction for compact binary coalescences - Chayan Chatterjee  
10:10 Unsupervised Learning for TESS Variable Stars - Jeroen Audenaert  
10:30 Contextualized machine learning for applied data science - Ben Lengerich  
10:45 --- Coffee Break ---
11:30
Workshop Discussion #10 - Erik Katsavounidis (until 12:30)
11:30 HEP - William Patrick Mccormack (Massachusetts Inst. of Technology (US))  
11:50 GW - Deep Chatterjee Deep Chatterjee Deep Chatterjee  
12:10 EM Astronomy - Daniel Muthukrishna Daniel Muthukrishna (MIT) Daniel Muthukrishna  
09:00
Workshop Hackathon #9 - Deep Chatterjee (MIT) (until 10:30)
10:30 --- Coffee Break ---
11:00
Workshop Hackathon #10 - Deep Chatterjee (MIT) (until 12:30)
PM
13:00
Workshop Hackathon #1 - Alec Gunny (MIT) (until 14:30)
14:30 --- Coffee Break ---
15:00
Workshop Hackathon #2 - Alec Gunny (MIT) (until 17:00)
12:30 --- Lunch Break ---
14:00
Workshop Hackathon #5 - Alec Gunny (MIT) (until 15:30)
15:30 --- Coffee Break ---
16:00
Workshop Hackathon #6 - Alec Gunny (MIT) (until 17:30)
12:30 --- Lunch Break ---
14:00
Workshop Discussion #3 - Daniel Muthukrishna (until 15:30)
14:00 The Challenges of Identification, Classification and Inference for Time-domain Astrophysics with Big Data - Ashley Villar  
14:30 Multi-messenger astronomy infrastructure for optical follow-ups - Konstantin Malanchev  
15:00 Challenges for identifying and following-up the next kilonova - Niharika Sravan  
15:30 --- Coffee Break ---
16:00
Workshop Discussion #4 - Shih-Chieh Hsu (University of Washington Seattle (US)) (until 17:30)
16:00 Software Infrastructure Challenges for IaaS with HEP (20'+10') - Kevin Pedro (Fermi National Accelerator Lab. (US))  
16:35 SONIC Inference as a Service for Point Clouds - Yongbin Feng (Fermi National Accelerator Lab. (US))  
17:00 ML GPU deployments for Neutrino Reconstruction - Tingjun Yang (Fermi National Accelerator Lab. (US))  
12:30 --- Lunch Break ---
14:00
Workshop Discussion #7 - Philip Coleman Harris (Massachusetts Inst. of Technology (US)) (until 15:30)
14:00 ML Workflows on NSERC - Steven Farrell (Lawrence Berkeley National Laboratory)  
14:30 ML Algorithms at SDSC/NRP - Frank Wurthwein (UCSD)  
14:50 HPC Discussion  
15:30 --- Coffee Break ---
16:00
Workshop Discussion #8 - Deep Chatterjee Patrick McCormack Daniel Muthukrishna (until 17:30)
12:30 --- Lunch Break ---
14:00
Workshop Hackathon #7 - Deep Chatterjee (MIT) (until 15:30)
15:30 --- Coffee Break ---
16:00
Workshop Hackathon #8 - Deep Chatterjee (MIT) (until 17:30)
12:30 --- Lunch Break ---
14:00
Workshop Hackathon #11 - Deep Chatterjee (MIT) (until 15:30)
15:30 --- Coffee Break ---
16:00
Workshop Hackathon #12 - Deep Chatterjee (MIT) (until 17:30)