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DDPS | Data-driven multi-scale simulations for materials-by-design of energetic materials |Udaykumar
DDPS | Physics-based AI-assisted Design and Control in Flexible Manufacturing
DDPS | Physics-Guided Deep Learning for Dynamics Forecasting
DDPS | A flexible and generalizable XAI framework for scientific deep learning
DDPS | Machine Learning and Physics-based Simulations – Yin and Yang of Industrial Digit
DDPS | Scaling Up AI: Embedding Physics Modeling into End-to-end Learning and Harnessing Projection
DDPS | Differentiable Physics Simulations for Deep Learning
DDPS | Empowering Hybrid Twins from Physics-Informed Artificial Intelligence
Physics-Informed AI Series | Neural PDE - Towards AI-Enhanced Physics Simulation
DDPS | Learning to accelerate large-scale physical simulations in fluid and plasma physics
DDPS | Towards Third Wave AI: Interpretable, Robust Trustworthy Machine Learning
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Last Updated: September 6, 2026
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Siddhartha Mishra, ETH Zurich camlab.ethz.ch/the-group/group-head.html Talk Details: ... Description: Current research efforts at my manufacturing group are rooted in advancing new flexible manufacturing processes ... In this talk from July 9, 2021, University of California, San Diego Computer Science Ph.D. student Rui Wang discusses ... Lack of interpretability and generalization are key challenges in scientific deep learning. Interpretability is highly desired in ... Description: Combining the digital and the real world will be key to address the mega-challenges ahead of our society. Sufficiently ... Abstract from Speaker: In this talk I will focus on the possibilities that arise from recent advances in the area of deep learning for ... Talk Abstract World is changing very rapidly. Today we do not sell aircraft engines, but hours of flight, we do not sell an electric ... Description: Simulating the time evolution of large-scale physical systems is crucial in many scientific and engineering domains, ... This talk aims to close the gap by developing new theories and scalable numerical algorithms for complex dynamical systems that ...
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