We introduce GenAI4UQ, a software package for inverse uncertainty quantification in model calibration, parameter estimation, and ensemble forecasting. GenAI4UQ leverages a generative AI-based ...

Abstract: Inverse design is an emerging theory in material, photonics, and other fields. The Adjoint Method (AM) is an efficient gradient-based optimization strategy commonly used in inverse design.

With technology continuing to change the way the world travels, there are certain aspects of the airline game that remain very much in the realm of the so-called "old school." Airplanes themselves, ...

Current codebase use adjoint matrix to do transformation in relative_env.py, which is consistent with paper's twist control statement. However, the franka controller provided by hilserl is a delta ...

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Strategic materials essential for aerospace and hypersonic systems. This is how the National Composite Centre (NCC) defines ceramic matrix composites (CMCs). The organisation stresses the urgency of ...

Abstract: An adjoint-based inverse design method is proposed for efficient topology optimization of microwave components. In this approach, the postprocessing adjoint analytical topology formula is ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of computing a matrix inverse using the Newton iteration algorithm. Compared to other algorithms, Newton ...