A3D3 All-Hands Annual Meeting

Saturday, 16 August 2025 - 07:30
Pasadena, California - Caltech (Keith Spalding 410)

        : Sessions
    /     : Talks
        : Breaks
16 Aug 2025
AM
07:45 --- Registration ---
08:30
Welcome - Zachary Baldwin (Carnegie Mellon University) (until 08:45)
08:45
Overview - Javier Mauricio Duarte (Univ. of California San Diego (US)) (until 09:45) (410)
08:45 Machine Learning Topics in A3D3 - Javier Mauricio Duarte (Univ. of California San Diego (US))  
09:45 --- Coffee Break ---
10:00
Plenary (until 11:00) (410)
10:00 Hardware and Algorithm Co-development (HAC) Overview - Pan Li  
10:15 Multi-Messenger Astrophysics (MMA) Overview - Kate Scholberg  
10:30 Neuroscience (Neuro) Overview - Eli Shlizerman  
10:45 High Energy Physics (HEP) Overview - Melissa Quinnan (Univ. of California San Diego (US))  
11:00 --- Discussion ---
11:15
Plenary (until 12:15) (410)
11:15 SliceFI: A Heuristic-Based Fault Injection Tool for Edge Neural Networks - Andy Meza  
11:30 Applying multimodal learning to Classify transient Detections Early (AppleCiDEr) I: Data set, methods, and infrastructure - Argyro Sasli  
11:45 Spatial Permutation-Invariant Neural Transformer for Consistent Intracortical Motor Decoding - Dr Hao Fang  
12:00 Super Neural Architecture Codesign Package (SNAC-Pack) - Jason Weitz (University of California, San Diego)  
PM
12:15 --- Group Photo ---
12:30 --- Lunch ---
14:00
Parallel (until 15:00) (410)
15:00 --- Coffee Break ---
15:20
Plenary (until 16:20) (410)
15:20 GELATO: A Generic Event-Level Anomalous Trigger Option for ATLAS - Sagar Addepalli (SLAC National Accelerator Laboratory (US))  
15:35 Machine Vision for Video-Based Material Strain Extraction - Sonata Simonaitis-boyd (University of California San Diego)  
15:50 StreamFlex: Leveraging NoC and DFX for Scalable Dataflow Acceleration on AMD Versal V80 FPGAs - Gregory Jun  
16:05 Reconstruction of boosted and resolved multi-Higgs-boson events with symmetry-preserving attention networks - Haoyang Li (Univ. of California San Diego (US))  
16:45
Poster Session | Reception (until 19:45)
16:45 Bumblebee: a Self-Supervised Transformer for Particle Kinematics, Demonstrated on the ttbar Decay Chain - Ethan Colbert (Purdue University (US))  
16:45 Incorporating Inelasticity Reconstruction into Neutrino Mass Ordering Studies with IceCube - Josh Peterson  
16:45 Non-Sampling Parameter Estimation for Gravitational Wave Physics - Kyungseop Yoon (Massachusetts Institute of Technology)  
16:45 Real-Time Compression of CMS Detector Data Using Conditional Autoencoders  
16:45 Supernova neutrino detection with COHERENT at the SNS - Joshua Queen  
18:15 Spatial Permutation-Invariant Neural Transformer for Consistent Intracortical Motor Decoding - Hao Fang