The workshop will be held on Monday, 26th February, 2024 and all times are in PST (Pacific Standard Time zone). The workshop location is Room 110 and the poster session will be in Room 301 from 4-6 PM.

8:45-9:00am: Opening Remarks

9:00am-9:30am: Invited Speaker: Ying Diao

9:30am-10:00am: Invited Speaker: Vahid Babaei

10:00am-11:00am: Spotlight Presentations 1

  • Timothy D Gebhard, Jonas Bernhard Wildberger, Maximilian Dax, Daniel Angerhausen, Sascha Quanz, Bernhard Schölkopf. Inferring Atmospheric Properties of Exoplanets with Flow Matching and Neural Importance Sampling.
  • Karuna Bhaila, Xintao Wu. Cascading Failure Prediction in Power Grid Using Node and Edge Attributed Graph Neural Networks.
  • Ceyao Zhang, Renjie Li, Cheng Zhang, Zhaoyu Zhang, Feng Yin. Inverse Design of Photonic Crystal Surface Emitting Lasers is a Sequence Modeling Problem.
  • Yuya Note, Takaharu Yaguchi, Toshiaki Omori. Sparse Estimation of Dynamical System Based on Hamiltonian Mechanics.
  • Luke McDermott, Javier Duarte, Nhan Tran, Jason D Weitz, Dmitri P Demler, Daniel Cummings. Neural Architecture Codesign for Fast Bragg Peak Analysis.

11:00am-11:30am - Invited Speaker: Tao Sun

11:30am-12:00am - Invited Speaker: John Gregoire

12:00pm-2:00pm: Lunch Break

2:00pm-2:30pm: Invited Speaker: Koji Tsuda

2:30pm-3:00pm: Invited Speaker: Roman Garnett

3:00pm-3:30pm: Panel Session

3:30pm-4:00pm: Spotlight Presentations 2

  • Maxwell J Jacobson, Md Nasim, Nan Jiang, Yexiang Xue. Vertical AI-driven Scientific Discovery.
  • Shai Pranesh, Shang Zhu, Venkat Viswanathan, Bharath Ramsundar. Open-Source Fermionic Neural Network With Ionic Charge Initialization.
  • Nina V Gubina, Andrei Dmitrenko, Lyubov Yamshchikova, Ivan Lebedev, Grigory Kirgizov, Nikita S. Serov, Nikolay Nikitin, Vladimir Vinogradov. Generative AI for Co-Crystal Design with Property Control.

4:00-6:00pm: Closing remarks and Poster Session