Probabilistic Representation and Inverse Design of Metamaterials Based …
Jul 1, 2019 · Probabilistic Representation and Inverse Design of Metamaterials Based on a Deep Generative Model with Semi-Supervised Learning Strategy
Design-based learning in higher education: Its effects on students ...
Sep 1, 2024 · Design-Based learning (DBL) is a valuable resource for educators and researchers, as it offers insights into fostering the creative performance of students within the field of art and design …
Design of high performance Cu-Ni-Si alloys via a multiobjective ...
Jun 1, 2024 · Abstract Herein, the ultimate tensile strength and electrical conductivity of precipitation-strengthened Cu-Ni-Si alloys were simultaneously improved by utilizing a machine learning-based …
Design-Based Learning as a Pedagogical Approach in an Online Learning …
May 16, 2022 · Abstract Design-based learning (DBL) is a learning strategy that requires students to use their theoretical knowledge to develop an artifact or system to tackle a real-life problem.
Active learning-based alloy design strategy for improving the …
Apr 1, 2025 · Consequently, strategies for leveraging machine learning to guide materials design with small datasets still require further exploration. Currently, active learning is the primary strategy for …
Frontiers | Design-Based Learning as a Pedagogical Approach in an ...
May 16, 2022 · Abstract Design-based learning (DBL) is a learning strategy that requires students to use their theoretical knowledge to develop an artifact or system to tackle a real-life problem. DBL has …
Anti-machine-learning-attack strong PUF design based on multi-path ...
Nov 1, 2024 · This study proposes an anti-machine-learning-attack strong PUF based on a multi-path delay selection strategy through research on the entropy source of a strong PUF and the delay signal …
Optimal design of composite grid/skin structures based on deep learning …
Apr 1, 2024 · This study introduces a novel two-stage optimization framework combining deep learning and genetic algorithms for the design of composite grid/skin structures. Firstly, an image dataset of …
Design-Based Learning in Higher Education: Its Effects on Students ...
Aug 1, 2024 · Design-based learning (DBL) is a learning strategy that requires students to use their theoretical knowledge to develop an artifact or system to tackle a real-life problem.
Novel machine learning driven design strategy for high strength Zn ...
Jun 6, 2025 · In this study, a rapid and effective ML-based design strategy for Zn alloys is proposed to achieve performance-driven compositional design.