Aeronáutica y espacio

Symbol Grounding in Neuro-Symbolic AI: A Gentle Introduction to Reasoning Shortcuts

- Neuro-symbolic (NeSy) AI aims to develop deep neural networks whose predictions comply with prior knowledge encoding, e.g. safety or structural constraints. As such, it represents one of the most...

Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery

- Advanced materials discovery increasingly relies on machine learning and Bayesian optimization to explore large discrete design spaces under limited evaluation budgets. However, conventional Bayesian...

Harnessing X-ray Absorption Spectroscopy Data through Multimodal Mining of Battery Literature

- X-ray absorption spectroscopy (XAS) is central to understanding the local electronic and atomic structure of materials, yet most published spectra remain inaccessible to data-driven analysis because...

Physics-Guided Generative AI for Property-Targeted 3D Porous Media Design

- Inverse design of three-dimensional porous media is central to applications in filtration, catalysis, energy storage, fuel cells, thermal management, and biomedical scaffolds, but remains challenging...

Accurate identification and measurement of the precipitate area by two-stage deep neural networks in novel chromium-based alloys

- The performance of advanced materials for extreme environments is underpinned by their microstructure, including the size and distribution of reinforcing phases. Chromium-based superalloys are a...

The CREATOR Project: Towards a Computational Electric Machine Laboratory

- The Collaborative Research Centre TRR 361/F90 CREATOR (2022-2030) aims at establishing a new paradigm for the simulation-driven design of electric machines. Increasing demands on efficiency, power...

Machine Learning-Accelerated Time Integration of Plasticity Models

- Finite element simulations of structures with nonlinear material behavior require advanced material models to provide accurate predictions. However, the computational costs of these models can be...

Scientists discover a quantum effect that could eliminate batteries

04/06/2026 - Researchers have discovered how microscopic imperfections and atomic vibrations can be used to control a powerful quantum effect in an advanced material. The effect can turn alternating electrical...

AMGenC: Generating Charge Balanced Amorphous Materials

- Amorphous (disordered) materials are solids that have shown great potential in various domains, including energy storage, thermal management, and advanced materials. Unlike crystalline materials that...

Tecnología que despega: nuevos desarrollos para reforzar la competitividad aeroespacial

06/08/2025 - El sector aeronáutico y espacial vive un momento de fuerte dinamismo tecnológico, impulsado por innovaciones que abarcan desde los materiales avanzados hasta la propulsión...