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Workshop
Sat 8:25 Analog-Optical Computation for optimization and machine-learning inference
Jannes Gladrow
Affinity Workshop
Mon 13:30 Machine-Learning Powered Segmentation for Astronomical Images
Ramadimetse Sydil Kupa
Workshop
Eco-Comp: Towards Responsible Computing in Materials Science
Sai S Lingampalli · El Tayeb Bentria · Fadwa El Mellouhi
Affinity Workshop
Mon 13:30 Machine Learning-Based Field Calibration of Low-Cost PM2.5 and PM10 Air Quality Sensors
Priscilla Adong · Deo Okure · Richard Sserunjogi · Engineer Bainommugisha
Affinity Workshop
Towards Trustworthy Autonomous Ground Vehicles Design in Nigeria
Memunat A Ibrahim
Workshop
Role of Structural and Conformational Diversity for Machine Learning Potentials
Nikhil Shenoy · Prudencio Tossou · Emmanuel Noutahi · Hadrien Mary · Dominique Beaini · Jiarui Ding
Workshop
Probabilistic-Machine-Learning-based Turbulence Model Learning with a Differentiable Solver
Atul Agrawal · Phaedon S Koutsourelakis
Workshop
Machine Learning Force Fields with Data Cost Aware Training
Alexander Bukharin · Tianyi Liu · Shengjie Wang · Simiao Zuo · Weihao Gao · Wen Yan · Tuo Zhao
Workshop
Fri 15:00 Learning Interatomic Potentials at Multiple Scales
Xiang Fu · Albert Musaelian · Anders Johansson · Tommi Jaakkola · Boris Kozinsky
Poster
Thu 15:00 Benchmark of Machine Learning Force Fields for Semiconductor Simulations: Datasets, Metrics, and Comparative Analysis
Geonu Kim · Byunggook Na · Gunhee Kim · Hyuntae Cho · Seungjin Kang · Hee Sun Lee · Saerom Choi · Heejae Kim · Seungwon Lee · Yongdeok Kim
Workshop
Fri 14:50 Machine learning force field ranking of candidate solid electrolyte interphase structures in Li-ion batteries
James Stevenson
Workshop
On the Promise and Challenges of Foundation Models for Learning-based Cloud Systems Management
Haoran Qiu · Weichao Mao · Chen Wang · Hubertus Franke · Zbigniew Kalbarczyk · Tamer Basar · Ravishankar Iyer